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0 0-.518 1.42l2.676 2.675-3.418 3.417a.5.5 0 1 0 .707.707l3.418-3.417 2.675 2.675a.833.833 0 0 0 1.42-.518l.209-2.441c.044-.51.266-.986.627-1.347l3.318-3.32.59.59a.5.5 0 0 0 .707-.707l-.943-.943-3.3-3.3zm-3.653 9.546 2.422 2.422.179-2.085c.063-.743.388-1.44.916-1.968l3.318-3.32-2.593-2.592L7.06 6.349a3.17 3.17 0 0 1-1.969.916l-2.084.178 2.422 2.422z" clip-rule="evenodd"></path></svg><div class="bf b dt z ds ab kx hi">Pinned</div></div><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/olmo-open-language-model-87ccfc95f580" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------1-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" 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Model</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">A State-Of-The-Art, Truly Open LLM and Framework</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Feb 1</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/olmo-open-language-model-87ccfc95f580?source=user_profile_page---------1-------------b68e445f75e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q oj"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F87ccfc95f580&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Folmo-open-language-model-87ccfc95f580&source=---------1-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="nw nx ny nz oa l"><div aria-label="OLMo: Open Language Model"><div class="j i d"><img alt="OLMo: Open Language Model" class="bx hf" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/1*4j9GWlhH_3DLSW7fPUtILw.gif" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="OLMo: Open Language Model" class="bx hf" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/1*4j9GWlhH_3DLSW7fPUtILw.gif" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Feb 1</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" 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l"><article class=""><div class="kw l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/ai2-at-def-con-32-aa439e9144a5" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------2-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="lm l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar ln ab q" href="https://medium.com/ai2-blog?source=user_profile_page---------2-------------b68e445f75e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">Ai2 Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="lo lp lq lr ls lt lu lv lw lx"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-at-def-con-32-aa439e9144a5?source=user_profile_page---------2-------------b68e445f75e---------------"><h2 class="bf ly lz ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx hi hk hl hn hp bk">Ai2 at DEF CON 32</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">By Technical Program Manager Christopher Fiorelli</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Sep 5</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/ai2-at-def-con-32-aa439e9144a5?source=user_profile_page---------2-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Faa439e9144a5&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fai2-at-def-con-32-aa439e9144a5&source=---------2-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="nw nx ny nz oa l"><div aria-label="A poster inviting DEF CON participants to the Generative Red Team 2 Event."><div class="j i d"><img alt="A poster inviting DEF CON participants to the Generative Red Team 2 Event." class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*r5yXRL8NfEb0HtyD55IFvQ.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="A poster inviting DEF CON participants to the Generative Red Team 2 Event." class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*r5yXRL8NfEb0HtyD55IFvQ.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Sep 5</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/ai2-at-def-con-32-aa439e9144a5?source=user_profile_page---------2-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Faa439e9144a5&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fai2-at-def-con-32-aa439e9144a5&source=---------2-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oc bh r od oe of og oh"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="ic bh id ie if ig"><div class="oi bh l"><article class=""><div class="kw l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/olmoe-an-open-small-and-state-of-the-art-mixture-of-experts-model-c258432d0514" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------3-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="lm l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar ln ab q" href="https://medium.com/ai2-blog?source=user_profile_page---------3-------------b68e445f75e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">Ai2 Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="lo lp lq lr ls lt lu lv lw lx"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/olmoe-an-open-small-and-state-of-the-art-mixture-of-experts-model-c258432d0514?source=user_profile_page---------3-------------b68e445f75e---------------"><h2 class="bf ly lz ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx hi hk hl hn hp bk">OLMoE: An open, small, and state-of-the-art mixture-of-experts model</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">We’re introducing OLMoE, jointly developed with Contextual AI, which is the first mixture-of-experts model to join the OLMo family. OLMoE…</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Sep 4</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/olmoe-an-open-small-and-state-of-the-art-mixture-of-experts-model-c258432d0514?source=user_profile_page---------3-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fc258432d0514&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Folmoe-an-open-small-and-state-of-the-art-mixture-of-experts-model-c258432d0514&source=---------3-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="nw nx ny nz oa l"><div aria-label="A logo for OLMoE."><div class="j i d"><img alt="A logo for OLMoE." class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*LhMpWtg2MLfOXZqoQ4LEyA.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="A logo for OLMoE." class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*LhMpWtg2MLfOXZqoQ4LEyA.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Sep 4</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/olmoe-an-open-small-and-state-of-the-art-mixture-of-experts-model-c258432d0514?source=user_profile_page---------3-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fc258432d0514&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Folmoe-an-open-small-and-state-of-the-art-mixture-of-experts-model-c258432d0514&source=---------3-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oc bh r od oe of og oh"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="ic bh id ie if ig"><div class="oi bh l"><article class=""><div class="kw l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/digital-socrates-evaluating-llms-through-explanation-critiques-12f0bed7fb7a" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------4-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="lm l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar ln ab q" href="https://medium.com/ai2-blog?source=user_profile_page---------4-------------b68e445f75e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">Ai2 Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="lo lp lq lr ls lt lu lv lw lx"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/digital-socrates-evaluating-llms-through-explanation-critiques-12f0bed7fb7a?source=user_profile_page---------4-------------b68e445f75e---------------"><h2 class="bf ly lz ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx hi hk hl hn hp bk">Digital Socrates: Evaluating LLMs through Explanation Critiques</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">Blog written by Yuling Gu</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Aug 12</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/digital-socrates-evaluating-llms-through-explanation-critiques-12f0bed7fb7a?source=user_profile_page---------4-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F12f0bed7fb7a&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fdigital-socrates-evaluating-llms-through-explanation-critiques-12f0bed7fb7a&source=---------4-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="nw nx ny nz oa l"><div aria-label="A summary of the benefits of Digital Socrates, including its focus on quality and localization of interpretable feedback."><div class="j i d"><img alt="A summary of the benefits of Digital Socrates, including its focus on quality and localization of interpretable feedback." class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*hNL6eVa9OCds1lecsHdJFA.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="A summary of the benefits of Digital Socrates, including its focus on quality and localization of interpretable feedback." class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*hNL6eVa9OCds1lecsHdJFA.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Aug 12</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/digital-socrates-evaluating-llms-through-explanation-critiques-12f0bed7fb7a?source=user_profile_page---------4-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" 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class="ic bh id ie if ig"><div class="oi bh l"><article class=""><div class="kw l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/open-research-is-the-key-to-unlocking-safer-ai-15d1bac9085d" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------5-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="lm l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar ln ab q" href="https://medium.com/ai2-blog?source=user_profile_page---------5-------------b68e445f75e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">Ai2 Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="lo lp lq lr ls lt lu lv lw lx"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/open-research-is-the-key-to-unlocking-safer-ai-15d1bac9085d?source=user_profile_page---------5-------------b68e445f75e---------------"><h2 class="bf ly lz ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx hi hk hl hn hp bk">Open research is the key to unlocking safer AI</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">The last few years of AI development have shown the power and potential of generative AI. Naturally, these leaps in machine intelligence…</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Aug 8</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/open-research-is-the-key-to-unlocking-safer-ai-15d1bac9085d?source=user_profile_page---------5-------------b68e445f75e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q oj"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F15d1bac9085d&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fopen-research-is-the-key-to-unlocking-safer-ai-15d1bac9085d&source=---------5-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="nw nx ny nz oa l"><div aria-label="An abstract image with clear blocks floating in space."><div class="j i d"><img alt="An abstract image with clear blocks floating in space." class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*oaJfE8PKac2_t7g5XREtYg.jpeg" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="An abstract image with clear blocks floating in space." class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*oaJfE8PKac2_t7g5XREtYg.jpeg" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Aug 8</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/open-research-is-the-key-to-unlocking-safer-ai-15d1bac9085d?source=user_profile_page---------5-------------b68e445f75e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q oj"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" 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ig"><div class="oi bh l"><article class=""><div class="kw l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/latest-and-greatest-ai2s-release-notes-6ec36d568e64" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------6-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="lm l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar ln ab q" href="https://medium.com/ai2-blog?source=user_profile_page---------6-------------b68e445f75e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">Ai2 Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="lo lp lq lr ls lt lu lv lw lx"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/latest-and-greatest-ai2s-release-notes-6ec36d568e64?source=user_profile_page---------6-------------b68e445f75e---------------"><h2 class="bf ly lz ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx hi hk hl hn hp bk">Latest and greatest: Ai2’s release notes</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">Along with our rebrand, we’re excited to debut a new release note process. Because we’re making regular updates and new asset roll-outs in…</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Aug 5</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/latest-and-greatest-ai2s-release-notes-6ec36d568e64?source=user_profile_page---------6-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" 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image of flat planes folding over each other." class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*iziSLSfTg5RGpTYUdUbobw.jpeg" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="An abstract image of flat planes folding over each other." class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*iziSLSfTg5RGpTYUdUbobw.jpeg" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Aug 5</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/latest-and-greatest-ai2s-release-notes-6ec36d568e64?source=user_profile_page---------6-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag 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cn"><div class="ic bh id ie if ig"><div class="oi bh l"><article class=""><div class="kw l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/polyglotoxicityprompts-multilingual-evaluation-of-neural-toxic-degeneration-in-large-language-6d19c07eea35" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------7-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="lm l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar ln ab q" href="https://medium.com/ai2-blog?source=user_profile_page---------7-------------b68e445f75e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">Ai2 Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="lo lp lq lr ls lt lu lv lw lx"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/polyglotoxicityprompts-multilingual-evaluation-of-neural-toxic-degeneration-in-large-language-6d19c07eea35?source=user_profile_page---------7-------------b68e445f75e---------------"><h2 class="bf ly lz ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx hi hk hl hn hp bk">PolygloToxicityPrompts: Multilingual Evaluation of Neural Toxic Degeneration in Large Language…</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">The presence of low-quality data on the internet leads to undesirable, unsafe, or toxic knowledge being instilled in large language models…</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Jun 24</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/polyglotoxicityprompts-multilingual-evaluation-of-neural-toxic-degeneration-in-large-language-6d19c07eea35?source=user_profile_page---------7-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F6d19c07eea35&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fpolyglotoxicityprompts-multilingual-evaluation-of-neural-toxic-degeneration-in-large-language-6d19c07eea35&source=---------7-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="nw nx ny nz oa l"><div aria-label="On the left: Impact of alignment techniques on TinyLlama and Archangel models. Takeaway: Alignment methods don’t impact toxicity. On the right: Influence of model size on AT in aligned models. Takeaway: Future work is required for safety-aligned LLMs."><div class="j i d"><img alt="On the left: Impact of alignment techniques on TinyLlama and Archangel models. Takeaway: Alignment methods don’t impact toxicity. On the right: Influence of model size on AT in aligned models. Takeaway: Future work is required for safety-aligned LLMs." class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*YhxWaHwadRVKgzQaZOEhTA.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="On the left: Impact of alignment techniques on TinyLlama and Archangel models. Takeaway: Alignment methods don’t impact toxicity. On the right: Influence of model size on AT in aligned models. Takeaway: Future work is required for safety-aligned LLMs." class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*YhxWaHwadRVKgzQaZOEhTA.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Jun 24</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/polyglotoxicityprompts-multilingual-evaluation-of-neural-toxic-degeneration-in-large-language-6d19c07eea35?source=user_profile_page---------7-------------b68e445f75e---------------"></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F6d19c07eea35&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fpolyglotoxicityprompts-multilingual-evaluation-of-neural-toxic-degeneration-in-large-language-6d19c07eea35&source=---------7-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oc bh r od oe of og oh"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="ic bh id ie if ig"><div class="oi bh l"><article class=""><div class="kw l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/data-driven-discovery-with-large-generative-models-e1a062e99390" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------8-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="lm l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar ln ab q" href="https://medium.com/ai2-blog?source=user_profile_page---------8-------------b68e445f75e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">Ai2 Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="lo lp lq lr ls lt lu lv lw lx"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/data-driven-discovery-with-large-generative-models-e1a062e99390?source=user_profile_page---------8-------------b68e445f75e---------------"><h2 class="bf ly lz ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx hi hk hl hn hp bk">Data-driven Discovery with Large Generative Models</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">How do you boil the ocean? That impossible task is what researchers in every field try to accomplish when they sort through the existing…</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>May 16</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/data-driven-discovery-with-large-generative-models-e1a062e99390?source=user_profile_page---------8-------------b68e445f75e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q oj"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fe1a062e99390&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fdata-driven-discovery-with-large-generative-models-e1a062e99390&source=---------8-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="nw nx ny nz oa l"><div aria-label="Scientists from AI and Social Science domains engage in similar processes of data understanding, hypothesis generation, and evaluation in their daily activities."><div class="j i d"><img alt="Scientists from AI and Social Science domains engage in similar processes of data understanding, hypothesis generation, and evaluation in their daily activities." class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*ohfxnWFLspRxZhX27HlSCA.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Scientists from AI and Social Science domains engage in similar processes of data understanding, hypothesis generation, and evaluation in their daily activities." class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*ohfxnWFLspRxZhX27HlSCA.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>May 16</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/data-driven-discovery-with-large-generative-models-e1a062e99390?source=user_profile_page---------8-------------b68e445f75e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q oj"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fe1a062e99390&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fdata-driven-discovery-with-large-generative-models-e1a062e99390&source=---------8-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oc bh r od oe of og oh"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="ic bh id ie if ig"><div class="oi bh l"><article class=""><div class="kw l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://ai2.medium.com/olmo-1-7-7b-a-24-point-improvement-on-mmlu-92b43f7d269d" tabindex="0"><div class="bh lc ld le lf"><div class="ab"><div class="lg lh li lj lk ab q"><div class="ll l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai2-blog?source=user_profile_page---------9-------------b68e445f75e---------------" rel="noopener follow"><div class="dq ab"><img alt="Ai2 Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="lm l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar ln ab q" href="https://medium.com/ai2-blog?source=user_profile_page---------9-------------b68e445f75e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">Ai2 Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="lo lp lq lr ls lt lu lv lw lx"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/olmo-1-7-7b-a-24-point-improvement-on-mmlu-92b43f7d269d?source=user_profile_page---------9-------------b68e445f75e---------------"><h2 class="bf ly lz ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx hi hk hl hn hp bk">OLMo 1.7–7B: A 24 point improvement on MMLU</h2><div class="my"><h3 class="bf b ge z hi mz hk hl na hn hp ds">Today, we’ve released an updated version of our 7 billion parameter Open Language Model, OLMo 1.7–7B. This model scores 52 on MMLU, sitting…</h3></div></a></div><div class="h k"><div class="nb nc nd ne nf ng nh ni nj nk l"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Apr 17</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/olmo-1-7-7b-a-24-point-improvement-on-mmlu-92b43f7d269d?source=user_profile_page---------9-------------b68e445f75e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q oj"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F92b43f7d269d&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Folmo-1-7-7b-a-24-point-improvement-on-mmlu-92b43f7d269d&source=---------9-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="nw nx ny nz oa l"><div aria-label="This graph shows OLMo 7Bv1.7’s MMLU score of 52, outperforming Llama 2–7B and approaching Llama 2–13B in performance, when measured relative to the amount of compute used to train it, on the x axis."><div class="j i d"><img alt="This graph shows OLMo 7Bv1.7’s MMLU score of 52, outperforming Llama 2–7B and approaching Llama 2–13B in performance, when measured relative to the amount of compute used to train it, on the x axis." class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*TAa9lBmnMAePQ7OwWSMCvw.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="This graph shows OLMo 7Bv1.7’s MMLU score of 52, outperforming Llama 2–7B and approaching Llama 2–13B in performance, when measured relative to the amount of compute used to train it, on the x axis." class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*TAa9lBmnMAePQ7OwWSMCvw.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="ob j i d"><span class="bf b dt z ds"><div class="nl ab gz ae"><div class="ab q nq"><span>Apr 17</span><div class="h k j i d"><div class="dq nm nn ab q"><div class="fm no np ab q nq"><div class="ax nn nr l fo"></div></div><a class="fm kn np ab q nq" tabindex="-1" rel="noopener follow" href="/olmo-1-7-7b-a-24-point-improvement-on-mmlu-92b43f7d269d?source=user_profile_page---------9-------------b68e445f75e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q oj"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ns nt"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F92b43f7d269d&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Folmo-1-7-7b-a-24-point-improvement-on-mmlu-92b43f7d269d&source=---------9-------------b68e445f75e----bookmark_preview-----------" rel="noopener follow"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds nu nv" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oc bh r od oe of og oh"></div></div></div></div></div></article></div></div></div><div></div></div></div></div></div></main><div class="cu cv h cw cx cy k cz da db j dc dd de df dg dh di dj dk dl dm c dn do"><div class="dp bh bm dq"><div class="l m fp"><div class="fq ab fr"><div class="l ae"><div class="fs ft fu l"><div class="l dq"><img alt="Ai2" class="l dm by fv fw fo" src="https://miro.medium.com/v2/resize:fill:176:176/1*st4i05fk1MMPnW9S5bvxdw.png" width="88" height="88" loading="lazy"/><div class="fl by l fv fw fm n ay fx"></div></div><div class="fy ab fz ga"><h2 class="pw-author-name bf gd ge z gf bk"><span class="gb gc">Ai2</span></h2></div><div class="gg l"><span class="pw-follower-count bf b ge gh ds"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" 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