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class="img_Aljd"><img src="img/companies/toyota.svg" alt="img/companies/toyota.svg" class="img_Aljd"><img src="img/companies/booking.svg" alt="img/companies/booking.svg" class="img_Aljd"><img src="img/companies/wix.svg" alt="img/companies/wix.svg" class="img_Aljd"><img src="img/companies/accenture.svg" alt="img/companies/accenture.svg" class="img_Aljd"><img src="img/companies/asml.svg" alt="img/companies/asml.svg" class="img_Aljd"></div><div class="section_fwLh"><img src="img/companies/databricks.svg" alt="img/companies/databricks.svg" class="img_Aljd"><img src="img/companies/microsoft.svg" alt="img/companies/microsoft.svg" class="img_Aljd"><img src="img/companies/meta.svg" alt="img/companies/meta.svg" class="img_Aljd"><img src="img/companies/mosaicml.svg" alt="img/companies/mosaicml.svg" class="img_Aljd"><img src="img/companies/zillow.svg" alt="img/companies/zillow.svg" class="img_Aljd"><img src="img/companies/toyota.svg" alt="img/companies/toyota.svg" class="img_Aljd"><img 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alt="img/companies/wix.svg" class="img_Aljd"><img src="img/companies/accenture.svg" alt="img/companies/accenture.svg" class="img_Aljd"><img src="img/companies/asml.svg" alt="img/companies/asml.svg" class="img_Aljd"></div><div class="section_fwLh"><img src="img/companies/databricks.svg" alt="img/companies/databricks.svg" class="img_Aljd"><img src="img/companies/microsoft.svg" alt="img/companies/microsoft.svg" class="img_Aljd"><img src="img/companies/meta.svg" alt="img/companies/meta.svg" class="img_Aljd"><img src="img/companies/mosaicml.svg" alt="img/companies/mosaicml.svg" class="img_Aljd"><img src="img/companies/zillow.svg" alt="img/companies/zillow.svg" class="img_Aljd"><img src="img/companies/toyota.svg" alt="img/companies/toyota.svg" class="img_Aljd"><img src="img/companies/booking.svg" alt="img/companies/booking.svg" class="img_Aljd"><img src="img/companies/wix.svg" alt="img/companies/wix.svg" class="img_Aljd"><img src="img/companies/accenture.svg" alt="img/companies/accenture.svg" class="img_Aljd"><img src="img/companies/asml.svg" alt="img/companies/asml.svg" class="img_Aljd"></div></div><div class="container"><div style="height:200px"></div><div class="container_DW67"><a id="core-concepts" class="a_Tj7q" href="#core-concepts">core concepts</a></div><div class="container_aTmY"><h2 class="h2__EX5">Run ML and generative AI projects that solve complex, real-world challenges</h2></div><div style="height:64px"></div><div class="container_ZMUL"><div class="card card_P7_e"><a href="docs/latest/tracking.html" class="a_fine"><div class="card__body"><img src="img/concepts/experiment-tracking.svg" alt="img/concepts/experiment-tracking.svg"><div style="margin-top:24px"></div><h3>Experiment tracking</h3></div></a></div><div class="card card_P7_e"><a href="docs/latest/getting-started/quickstart-2/index.html#compare-the-results" class="a_fine"><div class="card__body"><img src="img/concepts/visualization.svg" alt="img/concepts/visualization.svg"><div style="margin-top:24px"></div><h3>Visualization</h3></div></a></div><div class="card card_P7_e"><a href="docs/latest/llms/index.html" class="a_fine"><div class="card__body"><img src="img/concepts/generative-ai.svg" alt="img/concepts/generative-ai.svg"><div style="margin-top:24px"></div><h3>Generative AI</h3></div></a></div><div class="card card_P7_e"><a href="docs/latest/llms/tracing/index.html" class="a_fine"><div class="card__body"><img src="img/concepts/observability.svg" alt="img/concepts/observability.svg"><div style="margin-top:24px"></div><h3>Observability</h3></div></a></div><div class="card card_P7_e"><a href="docs/latest/model-evaluation/index.html" class="a_fine"><div class="card__body"><img src="img/concepts/evaluation.svg" alt="img/concepts/evaluation.svg"><div style="margin-top:24px"></div><h3>Evaluation</h3></div></a></div><div class="card card_P7_e"><a href="docs/latest/models.html" class="a_fine"><div class="card__body"><img src="img/concepts/models.svg" alt="img/concepts/models.svg"><div style="margin-top:24px"></div><h3>Models</h3></div></a></div><div class="card card_P7_e"><a href="docs/latest/model-registry.html" class="a_fine"><div class="card__body"><img src="img/concepts/model-registry.svg" alt="img/concepts/model-registry.svg"><div style="margin-top:24px"></div><h3>Model Registry</h3></div></a></div><div class="card card_P7_e"><a href="docs/latest/deployment/index.html" class="a_fine"><div class="card__body"><img src="img/concepts/serving.svg" alt="img/concepts/serving.svg"><div style="margin-top:24px"></div><h3>Serving</h3></div></a></div></div><div style="height:200px"></div><div class="container_DW67"><a id="benefits" class="a_Tj7q" href="#benefits">benefits</a></div><div class="container_aTmY"><h2 class="h2__EX5">What makes MLflow different</h2></div><div style="height:64px"></div><div class="container_i1JU"><div class="card card_ET4E"><div class="card__body"><h2>Open Source</h2><p style="font-size:24px">Integrate with any ML library and platform</p></div></div><div class="card card_ET4E"><div class="card__body"><h2>Comprehensive</h2><p style="font-size:24px">Manage end-to-end ML and GenAI workflows, from development to production</p></div></div><div class="card card_ET4E"><div class="card__body"><h2>Unified</h2><p style="font-size:24px">Unified platform for both traditional ML and GenAI applications</p></div></div></div><div style="height:200px"></div><div class="container_DW67"><a id="features" class="a_Tj7q" href="#features">features</a></div><div style="background:radial-gradient(61.2% 156.44% at 48.65% 192.33%, #43C9ED 0%, rgba(67, 201, 237, 0.00) 100%);padding-bottom:32px"><div class="container_aTmY"><h2 class="h2__EX5">Streamline your entire ML and generative AI lifecycle in a dynamic landscape</h2></div><ul class="pills" style="display:flex;justify-content:center;flex-wrap:wrap;margin-bottom:0;margin-top:64px"><li class="pills__item pills__item--active">Generative AI</li><li class="pills__item">Deep Learning</li><li class="pills__item">Traditional ML</li><li class="pills__item">Evaluation</li><li class="pills__item">Model Management</li></ul></div><div class="card card_A7JJ"><div class="card__body" style="padding:0"><div class="container_zDxv"><div class="thumbnail_S35g"><ul><li class="li_UyRJ">Improve generative AI quality</li><li class="li_UyRJ">Enhance LLM observability with tracing</li><li class="li_UyRJ">Build applications with prompt engineering</li><li class="li_UyRJ">Track progress during fine tuning</li><li class="li_UyRJ">Package and deploy models</li><li class="li_UyRJ">Securely host LLMs at scale with MLflow Deployments</li></ul><div class="arrow_bonT"><img src="img/arrow.svg" alt=""><a class="a_hLkZ" href="docs/latest/llms/index.html">See how in the docs</a></div></div><div class="body_lTRY"><div class="carousel_R691"><img src="img/media/tracing.png" class="img_hr3L"><div class="dotsContainer_Od1a"><div class="dot_UeGb active_Pavp"></div><div class="dot_UeGb"></div></div></div></div></div></div></div><div style="height:200px"></div><div class="container_DW67"><a id="integrations" class="a_Tj7q" href="#integrations">integrations</a></div><div class="container_aTmY"><h2 class="h2__EX5">Run MLflow anywhere</h2></div><div class="row"><div class="col"><div class="card card_OvAo"><div class="card__body cardBody_mHKS"><a href="https://docs.databricks.com/en/mlflow/index.html" class="a_KT5U"><div class="container_ITC0"><img src="img/databricks.svg" class="img_bXta"><div><h3 class="title_MiHh">Databricks</h3></div></div></a></div></div></div><div class="col"><div class="card card_OvAo"><div class="card__body cardBody_mHKS"><a href="https://www.mlflow.org/docs/latest/tracking/tutorials/remote-server.html" class="a_KT5U"><div class="container_ITC0"><img src="img/cloud.svg" class="img_bXta"><div><h3 class="title_MiHh">Your cloud provider</h3></div></div></a></div></div></div><div class="col"><div class="card card_OvAo"><div class="card__body cardBody_mHKS"><a href="https://www.mlflow.org/docs/latest/tracking.html#common-setups" class="a_KT5U"><div class="container_ITC0"><img src="img/datacenter.svg" class="img_bXta"><div><h3 class="title_MiHh">Your datacenter</h3></div></div></a></div></div></div><div class="col"><div class="card card_OvAo"><div class="card__body cardBody_mHKS"><a href="https://www.mlflow.org/docs/latest/getting-started/intro-quickstart/index.html" class="a_KT5U"><div class="container_ITC0"><img src="img/computer.svg" class="img_bXta"><div><h3 class="title_MiHh">Your computer</h3></div></div></a></div></div></div></div><div style="height:96px"></div><div style="text-align:center"><h2 style="color:var(--ifm-color-success);margin-bottom:48px">MLflow integrates with these tools and platforms</h2></div><div style="display:grid;grid-template-columns:repeat(auto-fill, minmax(280px, 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