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qlora · GitHub Topics · GitHub

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8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link 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2-2H21a2 2 0 0 1 2 2V21a2 2 0 0 1-2 2h-6.5a2 2 0 0 1-2-2v-2.5H8.437A2.939 2.939 0 0 1 5.5 15.562V11.5H3a2 2 0 0 1-2-2Zm2-.5a.5.5 0 0 0-.5.5v6.5a.5.5 0 0 0 .5.5h6.5a.5.5 0 0 0 .5-.5V3a.5.5 0 0 0-.5-.5ZM14.5 14a.5.5 0 0 0-.5.5V21a.5.5 0 0 0 .5.5H21a.5.5 0 0 0 .5-.5v-6.5a.5.5 0 0 0-.5-.5Z"></path> </svg> <div> <div class="color-fg-default h4">Actions</div> Automate any workflow </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;codespaces&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;codespaces_link_product_navbar&quot;}" href="https://github.com/features/codespaces"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-codespaces color-fg-subtle 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data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;issues&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;issues_link_product_navbar&quot;}" href="https://github.com/features/issues"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-issue-opened color-fg-subtle mr-3"> <path d="M12 1c6.075 0 11 4.925 11 11s-4.925 11-11 11S1 18.075 1 12 5.925 1 12 1ZM2.5 12a9.5 9.5 0 0 0 9.5 9.5 9.5 9.5 0 0 0 9.5-9.5A9.5 9.5 0 0 0 12 2.5 9.5 9.5 0 0 0 2.5 12Zm9.5 2a2 2 0 1 1-.001-3.999A2 2 0 0 1 12 14Z"></path> </svg> <div> <div class="color-fg-default h4">Issues</div> Plan and track work </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" 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1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Discussions</div> Collaborate outside of code </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" 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</li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 pb-lg-3 mb-3 mb-lg-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-company-size-heading">By company size</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-company-size-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;enterprises&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;enterprises_link_solutions_navbar&quot;}" href="https://github.com/enterprise"> Enterprises </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;small_and_medium_teams&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;small_and_medium_teams_link_solutions_navbar&quot;}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;startups&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;startups_link_solutions_navbar&quot;}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;nonprofits&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;nonprofits_link_solutions_navbar&quot;}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devsecops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devsecops_link_solutions_navbar&quot;}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_solutions_navbar&quot;}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ci_cd&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ci_cd_link_solutions_navbar&quot;}" href="/solutions/use-case/ci-cd"> CI/CD </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}" href="/solutions/use-case"> View all use cases </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-industry-heading">By industry</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-industry-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;healthcare&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}" href="/solutions/industry/healthcare"> Healthcare </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;financial_services&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}" href="/solutions/industry/financial-services"> Financial services </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;manufacturing&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}" href="/solutions/industry/manufacturing"> Manufacturing </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;government&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}" href="/solutions/industry/government"> Government </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_industries&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul class="list-style-none f5" aria-labelledby="resources-topics-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ai&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ai_link_resources_navbar&quot;}" href="/resources/articles/ai"> AI </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_resources_navbar&quot;}" href="/resources/articles/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;security&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;security_link_resources_navbar&quot;}" href="/resources/articles/security"> Security </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;software_development&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;software_development_link_resources_navbar&quot;}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_link_resources_navbar&quot;}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;learning_pathways&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;learning_pathways_link_resources_navbar&quot;}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;events_amp_webinars&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;events_amp_webinars_link_resources_navbar&quot;}" href="https://resources.github.com"> Events &amp; Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ebooks_amp_whitepapers&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ebooks_amp_whitepapers_link_resources_navbar&quot;}" href="https://github.com/resources/whitepapers"> Ebooks &amp; Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;customer_stories&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;customer_stories_link_resources_navbar&quot;}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;partners&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;partners_link_resources_navbar&quot;}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;executive_insights&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;executive_insights_link_resources_navbar&quot;}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative 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href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;topics&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;topics_link_open_source_navbar&quot;}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" 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width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;enterprise_platform&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;enterprise_platform_link_enterprise_navbar&quot;}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;github_advanced_security&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;github_advanced_security_link_enterprise_navbar&quot;}" href="https://github.com/security/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Advanced Security</div> Enterprise-grade security features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary 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2.573A1.458 1.458 0 0 1 3 15.543V14H1.75A1.75 1.75 0 0 1 0 12.25v-9.5C0 1.784.784 1 1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Premium Support</div> Enterprise-grade 24/7 support </div> </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <a class="HeaderMenu-link no-underline 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;TOPICS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="914efbe0bca0078658514de7154a06ddde47cf590481185f25c533659db72eb4" aria-current="page" data-selected-links="topics_path /topics/qlora /topics" href="/topics">Topics</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;TRENDING&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="99d95208e5edbe355637ff00078173d5645bb59429bb1913c7551f40d6c54693" data-selected-links="/trending /trending/developers /trending/developers /trending /trending" href="/trending">Trending</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;COLLECTIONS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="53c90fab2f53e4757f2f984285b172abd1e19b7b3972ebdd7fc6b39b114ed35c" data-selected-links="collections_path /collections/ /collections" href="/collections">Collections</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;EVENTS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2b21ec99c751173c4a897ca4c1e1b28600cf3240c1760c5e168b2439155accf3" data-selected-links="events_path /events?id= /events" href="/events">Events</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;GITHUB_SPONSORS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c091eb3de387f57b31882ef9cd4f94899453c688808303ac2340a2d896804e81" data-selected-links="sponsors_explore_index_path /sponsors/explore /sponsors/explore" href="/sponsors/explore">GitHub Sponsors</a> </div> </nav> </div> <div> <div class="container-lg p-responsive py-5"> <div class="gutter-md"> <div class="col-lg-9 col-md-8 d-flex flex-items-center mb-3 mb-sm-0"> <div class="d-flex flex-1"> <div class="border color-border-subtle color-bg-accent f4 color-fg-muted text-bold rounded flex-shrink-0 text-center mr-3" style="width: 48px; height: 48; line-height: 48px;" > # </div> <h1 class="h1"> qlora </h1> </div> <topic-feeds-toast-trigger data-topic-display-name="qlora" data-topic-name="qlora"> <!--Add Discover button--> <!--End Add Discover button--> <div data-view-component="true" class="d-inline-block"> <a href="/login?return_to=%2Ftopic.qlora" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star button&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e202f2ff288e966f9c9e67b4c93d559f94e3e06cf41122b7b3a3e17fefea999d" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> </a></div> </topic-feeds-toast-trigger> </div> </div> </div> <div class="topic p-responsive container-lg"> <div class="d-md-flex gutter-md"> <div class="col-md-8 col-lg-9" data-hpc> <h2 class="h3 color-fg-muted"> Here are 168 public repositories matching this topic... </h2> <div class="d-sm-flex"> <details class="details-reset details-overlay mt-2 mr-3 select-menu"> <summary 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84428,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e23ba5c840cbd8b07fe91f5d7e4b79b4fe7d3fdab47b915dfc187fe9f8e3c1e" title="Topic: llama" href="/topics/llama" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:110667,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f907d1784b7358328d8483626f72e36b8e2318c2554b5e8e6ad83625859c244d" title="Topic: gpt" href="/topics/gpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpt</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:172865,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="756141dec9df6d664433ea0ff117e9df4034af34a9f94285c9428f8978e3a3cc" title="Topic: language-model" href="/topics/language-model" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">language-model</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:360171,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5c06b65d8b5d1cdf35881f33c0271966555574b647ff43a77d980900044d7e37" title="Topic: mistral" href="/topics/mistral" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mistral</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:510934,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa2bf0ebc61c9304deeb2adb6aa63185d680871d181223bcc7256f4e5c87d8f3" title="Topic: fine-tuning" href="/topics/fine-tuning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fine-tuning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:578303,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="93edefdb9cb3785d59bd863bfbd9d9b1d205b849ea9f06fc53e4ddad94f3d7a6" title="Topic: peft" href="/topics/peft" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">peft</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1698442,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c653461874888c598459316a53e27ec75ccf168056bdd45204d4942bb5dc60e8" title="Topic: large-language-models" href="/topics/large-language-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">large-language-models</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1703574,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a7d68e8c7b248b66176aabd3b38d143fd4380ddcc151f68944de5d3fe205c70" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1866250,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="366cb0019da0215548c6e8a781aad8489a1ab5070a342e8ed6d1a7ae9acab3fa" title="Topic: rlhf" href="/topics/rlhf" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rlhf</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1885110,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="afb17ab827240ffa956f8639ab2635d37575d448bfe6c0bfd3da46444ea57e86" title="Topic: instruction-tuning" href="/topics/instruction-tuning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">instruction-tuning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1936262,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b7d81b8d05b7a2a3bd3382b4eaaf4ceecdfafedb7de7c4ef53903bf152b896bc" title="Topic: chatglm" href="/topics/chatglm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatglm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2833135,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c69e4782476089664aba1d07bf0bbbeba5947e707a0f7a67b7b11bb7dd951261" title="Topic: llama3" href="/topics/llama3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama3</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-11T10:02:28Z" class="no-wrap">Apr 11, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> 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DeepSeek-R1, Gemma 3 &amp; Reasoning LLMs 2x faster with 70% less memory! 🦥</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84428,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e23ba5c840cbd8b07fe91f5d7e4b79b4fe7d3fdab47b915dfc187fe9f8e3c1e" title="Topic: llama" href="/topics/llama" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2594233,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="25e5db405870364cf4670a3e2948d109a670b0205e4cd215202117440e9cf3f1" title="Topic: deepseek" href="/topics/deepseek" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deepseek</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2732065,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2541c2661c3b5da7a709939fa02bf0cf74395ee623fafc9f7630a11d2be897e8" title="Topic: unsloth" href="/topics/unsloth" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">unsloth</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2833135,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c69e4782476089664aba1d07bf0bbbeba5947e707a0f7a67b7b11bb7dd951261" title="Topic: llama3" href="/topics/llama3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama3</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2848695,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1563ccae8014c923d9df7d2a94e62e9bc8b3527c62cc9298d19f76af7a2a4f96" title="Topic: phi3" href="/topics/phi3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">phi3</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2931160,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="79dd13a0b3a5abf44eae77b1c493097b7b987043b1225ae00e14d2ff04038a73" title="Topic: gemma2" href="/topics/gemma2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gemma2</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:3201741,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7c2ac22766e664981fc13f0cba435e7a0a7e1447bb9f736eb6557716ee0fb6ea" title="Topic: deepseek-r1" href="/topics/deepseek-r1" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deepseek-r1</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:3277645,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8e74a635d0ac3b7ee80ea45b27b872e24cecde3bec7a8f3649aa7c57ca4906d1" title="Topic: gemma3" href="/topics/gemma3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gemma3</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84428,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e23ba5c840cbd8b07fe91f5d7e4b79b4fe7d3fdab47b915dfc187fe9f8e3c1e" title="Topic: llama" href="/topics/llama" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:110667,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f907d1784b7358328d8483626f72e36b8e2318c2554b5e8e6ad83625859c244d" title="Topic: gpt" href="/topics/gpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpt</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:248853,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="485ce6423b8a6e5dd110c1617c193284e9d0f14b4502efb7f0ee285b74cec60f" title="Topic: gemma" href="/topics/gemma" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gemma</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:327725,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b0c2b5aa9debd2ddbfb3232d867bc95340fec2954c189a9008295e611221cfac" title="Topic: alpaca" href="/topics/alpaca" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">alpaca</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:358883,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7cd424dfda3841a6f30593f02e6f721f646fb79a2e815f7756cd7a1e73bfbb6f" title="Topic: zephyr" href="/topics/zephyr" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">zephyr</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:578303,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="93edefdb9cb3785d59bd863bfbd9d9b1d205b849ea9f06fc53e4ddad94f3d7a6" title="Topic: peft" href="/topics/peft" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">peft</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1060241,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="00c22c76a71dbbd42afc380d7a00cd866632db8d7350e148c5bb8f7c21822e81" title="Topic: baichuan" href="/topics/baichuan" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">baichuan</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1703574,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a7d68e8c7b248b66176aabd3b38d143fd4380ddcc151f68944de5d3fe205c70" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1936262,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b7d81b8d05b7a2a3bd3382b4eaaf4ceecdfafedb7de7c4ef53903bf152b896bc" title="Topic: chatglm" href="/topics/chatglm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatglm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2028397,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="07553e8e83cdf184bae9a5c2d06230a669978f6a60b44da145897b6095f47aa3" title="Topic: internlm" href="/topics/internlm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">internlm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2038195,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eada98655fbd45247a4aaf971cd2eaced4229b717eb5bf387edbc9bafd0d9d73" title="Topic: llama2" href="/topics/llama2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama2</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2271484,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="14eda05c90e0b75d05512e1fee8d74d49b9cf7f3066b5427e1938dcffc6df75a" title="Topic: qwen" href="/topics/qwen" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qwen</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2583593,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cda34d3ee592ed2ef1acffd1eb56456ae19d04b259be5cf20adb33bb108d0c04" title="Topic: mixtral" href="/topics/mixtral" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mixtral</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2634972,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5e790a8391fc6c3fbb56ae34fc415ba989d20ed7cfed52287817752843f1ca26" title="Topic: minicpm" href="/topics/minicpm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">minicpm</a> <a 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</div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:382,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fc66a9645518d01497f95de25d9e72f75b7db2a963944cbb9012cd62a4d6f33f" title="Topic: open-source" href="/topics/open-source" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">open-source</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2008727,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="84843e298e7694dd6ed1e42c59ecf858b04c302dfb207580dea42413a1c3bd69" title="Topic: chinese-llm" href="/topics/chinese-llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chinese-llm</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-11-24T23:32:29Z" class="no-wrap">Nov 24, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21259,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7633e8ede051705c4536b348e62379b3d8f3914f979ce52fd4b23af3d18e217d" title="Topic: transformers" href="/topics/transformers" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">transformers</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2018392,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="399dbbf8fc241ca23632aeabf8219eb10f2c4ffd1ba022465edbd709a7f4462d" title="Topic: chatglm2" href="/topics/chatglm2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatglm2</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2023-10-12T14:06:32Z" class="no-wrap">Oct 12, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:28981860,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6d3311b6ae45b39126830b4a8e28ebbc3ffeb959c4617b5c985ff03b79ebf207" data-turbo="false" href="/iusztinpaul" data-view-component="true" class="Link">iusztinpaul</a> / <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:659581192,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bd9611e91143ce8a91ecf7dd09227e183be11d5f139cb85ea4f6e303288b7f6f" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment-discussion color-fg-muted"> <path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:281,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="506edefe95061f2cdfcb97f86759bcbefbb566ebff4e47ac0e9d4ab7f228d981" title="Topic: docker" href="/topics/docker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">docker</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:621,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8d45c180670c0326cb6e220bf540dbc31d3f0352f5b12167f40594625edadd40" title="Topic: aws" href="/topics/aws" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aws</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2477,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b39ccf3d8f16fcfd7e3f1918df181ce767988e9fc08b818ef7726a2e424a6343" title="Topic: streaming" href="/topics/streaming" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">streaming</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1807138,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7db1f6dd157ab4aa984f85614bc5fdac9c64c92d63cb50a90cddcadd06d9c9f6" title="Topic: llms" href="/topics/llms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llms</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1880194,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="69aab5d57d4224923aa682ad841b77bbec9e02ca4dd1fdcc9e4eea68978da809" title="Topic: llmops" href="/topics/llmops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llmops</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2567254,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a36aed28db68c8500740dd28c4477fb5e63c74bf29627f341cceaeb0ee527569" title="Topic: 3-pipeline-design" href="/topics/3-pipeline-design" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">3-pipeline-design</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-12-09T14:55:28Z" class="no-wrap">Dec 9, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6472d43d049e187162d8f89eeb9ff876d01590a1e535ebcc75537782601b81f3" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23301,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cfcdc2eb1a193fdbc5b10c4668132969821d57268a5e508a4be90705646e48c8" title="Topic: pytorch" href="/topics/pytorch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pytorch</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:759605,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="86bcda82ec2ed501d2479cc72d8dd675a81afd12ff206ae7d25273b479c8a80c" title="Topic: sft" href="/topics/sft" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sft</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1958253,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b304dcafa7d955793949521a00401b0512802273b791a0ab7d4cbc68a6829587" title="Topic: adalora" href="/topics/adalora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">adalora</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2520970,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5de835affe74c21ef7810e8b159ef81728427ce5cbefaeda65d01a0080d3a0f0" title="Topic: ia3" href="/topics/ia3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ia3</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-09T17:16:11Z" class="no-wrap">Mar 9, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:167,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="25dd9a60e31a75c9e2675dd033e2cfa26ae1d28f44dc4c6df23b797ca92e36a5" title="Topic: nlp" href="/topics/nlp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nlp</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:839,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f68f4d4072de269a477ef15fb296ec2503725dff3ccb6e1107fd5d5843374d1e" title="Topic: unit-testing" href="/topics/unit-testing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">unit-testing</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27752,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="45676da08c6f139e1b4dd52965898c8bfab363023a78e9ae81e049946675e462" title="Topic: falcon" href="/topics/falcon" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">falcon</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:45597,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ca674d731562550436ad559e62eb557ceb26d5a41ac31093ec503bd17893c647" title="Topic: classification" href="/topics/classification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">classification</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:358883,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7cd424dfda3841a6f30593f02e6f721f646fb79a2e815f7756cd7a1e73bfbb6f" title="Topic: zephyr" href="/topics/zephyr" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">zephyr</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1967535,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ef3a6dd9f8bc749b3fe8b683933a0bd1295241e7423760c98a4b663221bebd0f" title="Topic: redpajama" href="/topics/redpajama" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">redpajama</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2522682,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e38880b26558244aa81b83f76a34fa8d6d2054d596f41cde7385ffd5fa90e91" title="Topic: mistral-7b" href="/topics/mistral-7b" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mistral-7b</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-10-25T21:18:36Z" class="no-wrap">Oct 25, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1703574,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a7d68e8c7b248b66176aabd3b38d143fd4380ddcc151f68944de5d3fe205c70" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1857396,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3a1b3e034ca50631886a14d2ea1bec86761699440b35006ea9125a8ece5c3498" title="Topic: chatgpt" href="/topics/chatgpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatgpt</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2008061,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="041f315e6984b41cd84b8d874476ba707197033967aca1364cb72fe77a0dd0b6" title="Topic: domain-llm" href="/topics/domain-llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">domain-llm</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2271485,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a67c02f8ae43a1e8a4481ba3c0c6240d3c4c3f87a63950d900f9c49cde624711" title="Topic: qwen-7b" href="/topics/qwen-7b" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qwen-7b</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2635895,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a4e0e4262447b7946e15b35316daf99d1021f72a56ec81f5804b3ed14d09de54" title="Topic: qwen2" href="/topics/qwen2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qwen2</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2637148,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="871be236b95625760e18ad5fbf953d43a504a20f81441002396a437dc3516d18" title="Topic: qwen1-5" href="/topics/qwen1-5" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qwen1-5</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-09-13T07:11:30Z" class="no-wrap">Sep 13, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:848668,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="356c3d9fbac55097195f2c2e146a8b161ae8e72d7ffb29de40e27ddbc87852c0" title="Topic: dpo" href="/topics/dpo" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dpo</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1866250,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="366cb0019da0215548c6e8a781aad8489a1ab5070a342e8ed6d1a7ae9acab3fa" title="Topic: rlhf" href="/topics/rlhf" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rlhf</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2833135,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c69e4782476089664aba1d07bf0bbbeba5947e707a0f7a67b7b11bb7dd951261" title="Topic: llama3" href="/topics/llama3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama3</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-01-24T08:33:52Z" class="no-wrap">Jan 24, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:138779403,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eacec987a519144846cb630f054e93d3887c7f0a5e07ce357ce12edd5bb16759" data-turbo="false" href="/X-D-Lab" data-view-component="true" class="Link">X-D-Lab</a> / <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:34921,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0c09b935a456d9938ddd2abcf189210cb3c997cc1a0bbff23982f71973327e59" title="Topic: medical" href="/topics/medical" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">medical</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:981305,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="80a40c58a77e0b1fa08fbd6fff2b854afaff5d42895795aeedeb10738555400a" title="Topic: huggingface" href="/topics/huggingface" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">huggingface</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1060241,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="00c22c76a71dbbd42afc380d7a00cd866632db8d7350e148c5bb8f7c21822e81" title="Topic: baichuan" href="/topics/baichuan" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">baichuan</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1698442,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c653461874888c598459316a53e27ec75ccf168056bdd45204d4942bb5dc60e8" title="Topic: large-language-models" href="/topics/large-language-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">large-language-models</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1703574,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a7d68e8c7b248b66176aabd3b38d143fd4380ddcc151f68944de5d3fe205c70" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1852356,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f23186132e1d6ea8c6095ed5dcf98ed8dc96f92fc4e0b3d72c194abf4db8aa2a" title="Topic: modelscope" href="/topics/modelscope" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">modelscope</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1857396,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3a1b3e034ca50631886a14d2ea1bec86761699440b35006ea9125a8ece5c3498" title="Topic: chatgpt" href="/topics/chatgpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatgpt</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2010535,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eb450750939fdf6e030c367c465dbeb748e3e5e2cba85048d3d11603deb1cfc0" title="Topic: baichuan-7b" href="/topics/baichuan-7b" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">baichuan-7b</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-09-13T06:54:26Z" class="no-wrap">Sep 13, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:19970582,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="558adf95f0273df7c0c9b5a07083e94ceda5bdc6fd4ecf5a0cd143d88c50b7b7" data-turbo="false" href="/yangjianxin1" data-view-component="true" class="Link">yangjianxin1</a> / <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:668132303,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6bdb58ac825306524572354e41a6c55021217c2a2ee4b962857b993f0b8cfe3a" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:818,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e44c74f34e55fd46b57c646c31596341c3c995f9af3d1113b38a2c4a713f70d0" title="Topic: bloom" href="/topics/bloom" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bloom</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27752,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="45676da08c6f139e1b4dd52965898c8bfab363023a78e9ae81e049946675e462" title="Topic: falcon" href="/topics/falcon" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">falcon</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:83711,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="44b7b5ae00edea6b607c770e7f7081bbf4f78f3e1afacacaf5ebb6d790c96aad" title="Topic: firefly" href="/topics/firefly" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">firefly</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84428,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e23ba5c840cbd8b07fe91f5d7e4b79b4fe7d3fdab47b915dfc187fe9f8e3c1e" title="Topic: llama" href="/topics/llama" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:959004,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c86f36b43a251012d20fad5fc47a5675ad40628268930dddc33f497d89936f5c" title="Topic: pretrain" href="/topics/pretrain" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pretrain</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1060241,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="00c22c76a71dbbd42afc380d7a00cd866632db8d7350e148c5bb8f7c21822e81" title="Topic: baichuan" href="/topics/baichuan" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">baichuan</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1703574,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a7d68e8c7b248b66176aabd3b38d143fd4380ddcc151f68944de5d3fe205c70" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1936262,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b7d81b8d05b7a2a3bd3382b4eaaf4ceecdfafedb7de7c4ef53903bf152b896bc" title="Topic: chatglm" href="/topics/chatglm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatglm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2028397,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="07553e8e83cdf184bae9a5c2d06230a669978f6a60b44da145897b6095f47aa3" title="Topic: internlm" href="/topics/internlm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">internlm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2031170,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f129078a8c9ef9e9323c3a714a8991d390c991dbd88caa5629c10549c90777f1" title="Topic: baichuan-13b" href="/topics/baichuan-13b" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">baichuan-13b</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2038195,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eada98655fbd45247a4aaf971cd2eaced4229b717eb5bf387edbc9bafd0d9d73" title="Topic: llama2" href="/topics/llama2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama2</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2038278,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="23f5158e29e84a34c02127cc128b892e6240205065d00a15987bc51b554981e1" title="Topic: llama-2" href="/topics/llama-2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama-2</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2271484,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="14eda05c90e0b75d05512e1fee8d74d49b9cf7f3066b5427e1938dcffc6df75a" title="Topic: qwen" href="/topics/qwen" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qwen</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2483320,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8e3b2ac3f64f9f220632424c6c38c51fd90649090215c4729f2f4df2c8aa916e" title="Topic: xverse" href="/topics/xverse" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">xverse</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2510963,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c7ae8a73aca065a86b9c5bc3349d9090102db59c498510e52e11df403dc0ce8c" title="Topic: baichaun2" href="/topics/baichaun2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">baichaun2</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2023-10-21T07:30:41Z" class="no-wrap">Oct 21, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:87225910,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="058e4343ffc8cdffa0f08f0a8f391339786343e8f2e24461b7a732ce5c5d343a" data-turbo="false" href="/ddzipp" data-view-component="true" class="Link">ddzipp</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:659308524,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="90110c5be69ee1317522cccf080d076e754b2a6f3b07a9c06b8fdf0ecfaa13c2" data-turbo="false" href="/ddzipp/AutoAudit" data-view-component="true" class="Link text-bold wb-break-word">AutoAudit</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fddzipp%2FAutoAudit" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:659308524,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3bbbc141fb56a2b869600fe1d8cbd122e2f3596bb64e56240241ee3aa4220b80" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:659308524,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa92b9ce2d1e1dfa2f00041a828a346bc5287523a5eb6a8ff9e25fa6a5a2fd14" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment-discussion color-fg-muted"> <path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84428,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e23ba5c840cbd8b07fe91f5d7e4b79b4fe7d3fdab47b915dfc187fe9f8e3c1e" title="Topic: llama" href="/topics/llama" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:110667,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f907d1784b7358328d8483626f72e36b8e2318c2554b5e8e6ad83625859c244d" title="Topic: gpt" href="/topics/gpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpt</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:192706,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ca37006e60a0cb0a4feb7e7b7dd37bc0b64477be7cc46d8f12450f27e4221b0a" title="Topic: cyber-security" href="/topics/cyber-security" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cyber-security</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:389465,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f4cacf57145ee24d48657f8c8d43312bfa1b0ea56c5a0a62d760e2918b47b4f5" title="Topic: security-tools" href="/topics/security-tools" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">security-tools</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:510934,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa2bf0ebc61c9304deeb2adb6aa63185d680871d181223bcc7256f4e5c87d8f3" title="Topic: fine-tuning" href="/topics/fine-tuning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fine-tuning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-02-28T10:55:21Z" class="no-wrap">Feb 28, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #e34c26"></span> <span itemprop="programmingLanguage">HTML</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:55651568,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5a877a2e1d393017a447b3bc6dbc9548ffb6bb2fd9d233649679ae58134ef078" data-turbo="false" href="/WangRongsheng" data-view-component="true" class="Link">WangRongsheng</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:732975388,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="44bc4ce985f0103d83420481a229f02c37ee7ae00be487e1bd5ab1460b6224c3" data-turbo="false" href="/WangRongsheng/Aurora" data-view-component="true" class="Link text-bold wb-break-word">Aurora</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FWangRongsheng%2FAurora" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="260 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="260" data-view-component="true" class="Counter js-social-count">260</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-732975388" aria-current="true" href="/WangRongsheng/Aurora" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:732975388,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="945bec9e31850a6e1af4021079f6498012e31afecb9790fd5c41e807ea09f005" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> Code </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab-732975388" href="/WangRongsheng/Aurora/issues" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_ISSUES&quot;,&quot;click_visual_representation&quot;:&quot;ISSUES_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:732975388,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="37b3344a873a995150c6349a2a7451063a231766f722c19bc4fcfea122a83a40" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-732975388" href="/WangRongsheng/Aurora/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:732975388,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c683006cf4c64363ecc011cf47460e83d8c05f1219df98a9e0d007ee7823c9e4" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >The official codes for "Aurora: Activating chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-Tuning"</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:60637,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e1eac4548ea07a24d78306400922af6854231a01f03202a838252e20455a219e" title="Topic: chinese" href="/topics/chinese" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chinese</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:110667,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f907d1784b7358328d8483626f72e36b8e2318c2554b5e8e6ad83625859c244d" title="Topic: gpt" href="/topics/gpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpt</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:172865,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="756141dec9df6d664433ea0ff117e9df4034af34a9f94285c9428f8978e3a3cc" title="Topic: language-model" href="/topics/language-model" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">language-model</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:510934,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa2bf0ebc61c9304deeb2adb6aa63185d680871d181223bcc7256f4e5c87d8f3" title="Topic: fine-tuning" href="/topics/fine-tuning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fine-tuning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1698442,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c653461874888c598459316a53e27ec75ccf168056bdd45204d4942bb5dc60e8" title="Topic: large-language-models" href="/topics/large-language-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">large-language-models</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1703574,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a7d68e8c7b248b66176aabd3b38d143fd4380ddcc151f68944de5d3fe205c70" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1885110,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="afb17ab827240ffa956f8639ab2635d37575d448bfe6c0bfd3da46444ea57e86" title="Topic: instruction-tuning" href="/topics/instruction-tuning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">instruction-tuning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2583593,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cda34d3ee592ed2ef1acffd1eb56456ae19d04b259be5cf20adb33bb108d0c04" title="Topic: mixtral" href="/topics/mixtral" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mixtral</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2589243,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c63dfd0d32ac531f8a591742e80498a5a8208eecfa4b902bca80486c4ccd80d1" title="Topic: mixtral-8x7b" href="/topics/mixtral-8x7b" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mixtral-8x7b</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2593373,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ffaef0284b5f31b5339ab230a73aacac26c157dbd35a083500c391d7ad93eb54" title="Topic: mixtral-8x7b-instruct" href="/topics/mixtral-8x7b-instruct" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mixtral-8x7b-instruct</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-05-09T10:40:38Z" class="no-wrap">May 9, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:14176,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="393b539c9c1a49f7c1e1c1691453549bec789f0cc51ec0c5727eb69a2d0cce51" title="Topic: chatbot" href="/topics/chatbot" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatbot</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27752,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="45676da08c6f139e1b4dd52965898c8bfab363023a78e9ae81e049946675e462" title="Topic: falcon" href="/topics/falcon" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">falcon</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:34936,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bcc91f70ddd0dde75a04b1d3c9984bc21b6b2672a6cbb57b08b15d68f39f8a62" title="Topic: healthcare" href="/topics/healthcare" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">healthcare</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:72768,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b861c7edfd1b2bf82da238341b485f55e68790747dcf095403b3068052a715c1" title="Topic: chatbots" href="/topics/chatbots" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatbots</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:150275,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d895bdd617fa1660b5b7866b261fffa1cb30ee47151acb81e87d1f58565b8f28" title="Topic: mental-health" href="/topics/mental-health" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mental-health</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:510934,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa2bf0ebc61c9304deeb2adb6aa63185d680871d181223bcc7256f4e5c87d8f3" title="Topic: fine-tuning" href="/topics/fine-tuning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fine-tuning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:578303,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="93edefdb9cb3785d59bd863bfbd9d9b1d205b849ea9f06fc53e4ddad94f3d7a6" title="Topic: peft" href="/topics/peft" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">peft</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1703574,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a7d68e8c7b248b66176aabd3b38d143fd4380ddcc151f68944de5d3fe205c70" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2014273,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ec982b7fcc099482428eab8250c7dc02c9782f639a1131c04e3dfeb389a8d26a" title="Topic: falcon-7b" href="/topics/falcon-7b" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">falcon-7b</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-01-15T17:57:49Z" class="no-wrap">Jan 15, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter 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1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-790078232" href="/taishan1994/Llama3.1-Finetuning/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:790078232,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5ed2e97d1e31d5a055fe29bdaae093cf1f65163d0768d33d6c133a00ec77ca11" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >对llama3进行全参微调、lora微调以及qlora微调。</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:111023,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="50dca1faaffd1913a397ffbf541310c4f9d79c4feefddd567e22bfaff9b107b8" title="Topic: lora" href="/topics/lora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2833135,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c69e4782476089664aba1d07bf0bbbeba5947e707a0f7a67b7b11bb7dd951261" title="Topic: llama3" href="/topics/llama3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama3</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-10-04T14:59:44Z" class="no-wrap">Oct 4, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1683110,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3092327fea418ba26927ac362ff0935a1e181e753591d819e316f15ff08423a5" title="Topic: dialogue-summarization" href="/topics/dialogue-summarization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dialogue-summarization</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1993842,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65f87f09e18be5af29dccfd58d618bce5d0d47d93092e04083b989e012425976" title="Topic: qlora" href="/topics/qlora" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qlora</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2014273,&quot;originating_url&quot;:&quot;https://github.com/topics/qlora&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ec982b7fcc099482428eab8250c7dc02c9782f639a1131c04e3dfeb389a8d26a" title="Topic: falcon-7b" href="/topics/falcon-7b" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">falcon-7b</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2023-07-26T08:10:43Z" class="no-wrap">Jul 26, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/qlora" accept-charset="UTF-8" method="get"> <input name="page" type="hidden" value="2"> <button type="submit" class="ajax-pagination-btn btn color-border-default f6 mt-0 width-full" data-disable-with="Loading more..." > Load more&hellip; </button> </form> </div> <div class="col-md-4 col-lg-3"> <div class="mb-6"> <h2 class="h4 mb-2"> Improve this page </h2> <p class="color-fg-muted"> Add a description, image, and links to the <span class="text-bold">qlora</span> topic page so that developers can more easily learn about it. </p> <p> <a href="https://github.com/github/explore/tree/master/CONTRIBUTING.md?source=add-description-qlora" data-ga-click="Explore, add description, text:add description" > Curate this topic <svg aria-hidden="true" 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