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---
title: README
emoji: 🐠
colorFrom: yellow
colorTo: yellow
sdk: static
pinned: false
---

# Hugging Face Research

The science team at Hugging Face is dedicated to advancing machine learning research in ways that maximize value for the whole community.

### 🛠️ Tooling & Infrastructure

The foundation of ML research is tooling and infrastructure and we are working on a range of tools such as [datatrove](www.github.com/huggingface/datatrove), [nanotron](www.github.com/huggingface/nanotron), [TRL](www.github.com/huggingface/trl), [LeRobot](www.github.com/huggingface/lerobot), and [lighteval](www.github.com/huggingface/lighteval).

### 📑 Datasets

High quality datasets are the powerhouse of LLMs and require special care and skills to build. We focus on building high-quality datasets such as [no-robots](https://huggingface.co/datasets/HuggingFaceH4/no_robots), [FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb), [The Stack](https://huggingface.co/datasets/bigcode/the-stack-v2), and [FineVideo](https://huggingface.co/datasets/HuggingFaceFV/finevideo).

### 🤖 Open Models

The datatsets and training recipes of most state-of-the-art models are not released. We build cutting-edge models and release the full training pipeline as well fostering more innovation and reproducibility, such as [Zephyr](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), [StarCoder2](https://huggingface.co/bigcode/starcoder2-15b), or [SmolLM2](https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct).

### 🌸 Collaborations

Research and collaboration go hand in hand. That's why we like to organize and participate in large open collaborations such as [BigScience](https://bigscience.huggingface.co) and [BigCode](https://www.bigcode-project.org), as well as lots of smaller partnerships such as [Leaderboards on the Hub](https://huggingface.co/blog?tag=leaderboard). 

### ⚙️ Infrastructre

The research team is organized in small teams with typically <4 people and the science cluster consists of 96 x 8xH100 nodes as well as an auto-scalable CPU cluster for dataset processing. In this setup, even a small research team can build and push out impactful artifacts.

### 📖 Educational material

Besides writing tech reports of research projects we also like to write more educational content to help newcomers get started to the field or practitioners. We built for example the [alignment handbook](https://github.com/huggingface/alignment-handbook), the [evaluation guidebook](https://github.com/huggingface/evaluation-guidebook), the [pretraining tutorial](https://www.youtube.com/watch?v=2-SPH9hIKT8), or the [FineWeb blog](https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1).


### Release Timeline

This is the release timeline so far and follow the links by clicking on the elements:

<!---
TIMELINE UPDATE INSTRUCTIONS:

Go to https://huggingface.co/lvwerra/science-timeline and follow the guide to update the timeline.
-->

<div id="snake-timeline-container" style="max-width: 1000px; margin: 20px auto; padding: 20px; background: white; border-radius: 12px; box-shadow: 0 2px 10px rgba(0,0,0,0.1);">
   <div style="font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif; position: relative;">
      <div style="display: flex; margin-bottom: 32px; min-height: 140px; position: relative;">
         <div style="position: absolute; top: 8px; left: 0; right: 0; height: 1px; background: #e0e0e0; z-index: 1;"></div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">JUN</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://x.com/RemiCadene/status/1917118988959813699" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤖 LeRobot Hackathon</div>
               </a>
               <a href="https://huggingface.co/collections/lerobot/smolvla-683c072ec3ef6ab0fcb87e60" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤖 SmolVLA</div>
               </a>
               <a href="https://github.com/huggingface/screensuite" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🖥️ ScreenSuite</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">MAY</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://github.com/huggingface/nanoVLM" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤏 nanoVLM</div>
               </a>
               <a href="https://huggingface.co/datasets/open-r1/codeforces" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">📝 OpenR1-Codeforces</div>
               </a>
               <a href="https://huggingface.co/datasets/open-r1/Mixture-of-Thoughts" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🧠 Mixture of Thoughts</div>
               </a>
               <a href="https://huggingface.co/spaces/smolagents/computer-agent" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">💻 Open Computer Agent</div>
               </a>
               <a href="https://x.com/Thom_Wolf/status/1928103448970473962" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🐣 Reachy Mini</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">APR</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://huggingface.co/spaces/yourbench/demo" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🪑 YourBench</div>
               </a>
               <a href="https://x.com/RemiCadene/status/1916751964807057515" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🦾 SO-101</div>
               </a>
               <a href="https://x.com/DeepLearningAI/status/1915081924302839984" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🧑‍🎓 DeepLearning AI Agent Course</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">MAR</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://huggingface.co/ds4sd/SmolDocling-256M-preview" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">📄 SmolDocling</div>
               </a>
               <a href="https://huggingface.co/datasets/HuggingFaceTB/dclm-edu" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🧑‍🎓 DCLM-edu</div>
               </a>
               <a href="https://huggingface.co/datasets/HuggingFaceTB/stack-edu" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">💾 Stack-edu</div>
               </a>
               <a href="https://huggingface.co/open-r1/OlympicCoder-7B" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🏅 Olympic Coder</div>
               </a>
               <a href="https://x.com/clefourrier/status/1900280339613860057" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🌅 Leaderboard Sunset</div>
               </a>
               <a href="https://huggingface.co/spaces/OpenEvals/find-a-leaderboard" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🔎 Find a Leaderboard</div>
               </a>
               <a href="https://x.com/RemiCadene/status/1896535455325442390" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🚗 LeKiwi</div>
               </a>
            </div>
         </div>
         <div style="position: absolute; width: 1px; height: calc(100% + 32px); background: #e0e0e0; top: 8px; right: 0; z-index: 1;"></div>
      </div>
      <div style="display: flex; margin-bottom: 32px; min-height: 140px; position: relative;">
         <div style="position: absolute; top: 8px; left: 0; right: 0; height: 1px; background: #e0e0e0; z-index: 1;"></div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-left: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">NOV</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤏 SmolLM2</div>
               </a>
               <a href="https://huggingface.co/HuggingFaceTB/SmolVLM-Instruct" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤓 SmolVLM</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-left: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">DEC</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://huggingface.co/spaces/huggingface/number-tokenization-blog" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🔢 Number Tokenization Blog</div>
               </a>
               <a href="https://huggingface.co/datasets/HuggingFaceFW/fineweb-2" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🥂 FineWeb 2</div>
               </a>
               <a href="https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">📈 Scaling Test Time Compute</div>
               </a>
               <a href="https://github.com/huggingface/picotron" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤖 Picotron</div>
               </a>
               <a href="https://huggingface.co/datasets/HuggingFaceTB/finemath" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">📐 FineMath</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-left: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 600; font-size: 14px; color: #1a1a1a; background: #f0f0f0; padding: 4px 12px; border-radius: 12px; margin-bottom: 16px; display: inline-block;">JAN 2025</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://x.com/HKydlicek/status/1881734376696041659" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🧮 Math Verify</div>
               </a>
               <a href="https://github.com/huggingface/open-r1" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🐳 Open-R1</div>
               </a>
               <a href="https://huggingface.co/docs/smolagents" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🛠️ SmolAgents</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-left: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">FEB</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://huggingface.co/blog/smolvlm2" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🎥 SmolVLM2</div>
               </a>
               <a href="https://huggingface.co/spaces/nanotron/ultrascale-playbook" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🪐 Ultra-Scale Playbook</div>
               </a>
               <a href="https://huggingface.co/datasets/open-r1/OpenR1-Math-220k" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🐋 OpenR1-Math-220k</div>
               </a>
               <a href="https://huggingface.co/blog/dabstep" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🕺 DABstep</div>
               </a>
               <a href="https://huggingface.co/blog/open-deep-research" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🔎 Open Deep Research</div>
               </a>
               <a href="https://huggingface.co/papers/2502.02737" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">📝 SmolLM2 report</div>
               </a>
               <a href="https://x.com/RemiCadene/status/1886823939856589296" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤖 Pi0 Integration</div>
               </a>
            </div>
         </div>
         <div style="position: absolute; width: 1px; height: calc(100% + 32px); background: #e0e0e0; top: 8px; left: 0; z-index: 1;"></div>
      </div>
      <div style="display: flex; margin-bottom: 32px; min-height: 140px; position: relative;">
         <div style="position: absolute; top: 8px; left: 0; right: 0; height: 1px; background: #e0e0e0; z-index: 1;"></div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">OCT</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://github.com/huggingface/evaluation-guidebook" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🔎 LLM Evaluation Guidebook</div>
               </a>
               <a href="https://x.com/Thom_Wolf/status/1851557379294286176" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🦾 LeRobot Hackathon</div>
               </a>
               <a href="https://huggingface.co/spaces/HuggingFaceFW/blogpost-fine-tasks" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🗺️ FineTasks</div>
               </a>
               <a href="https://x.com/nathanhabib1011/status/1849160216438587466" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">⛅ Lighteval now Multilingual</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">SEP</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://x.com/alibert_s/status/1828760527730082024" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🦾 LeRobot Video</div>
               </a>
               <a href="https://huggingface.co/spaces/HuggingFaceFV/FineVideo-Explorer" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🎥 FineVideo</div>
               </a>
               <a href="https://x.com/andi_marafioti/status/1830862304906268725" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">📣 Speech-to-Speech Multilingual</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">AUG</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://github.com/huggingface/lerobot/blob/main/examples/7_get_started_with_real_robot.md" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🦾 LeRobot Tutorial</div>
               </a>
               <a href="https://github.com/huggingface/speech-to-speech" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">📣 Speech-to-Speech</div>
               </a>
               <a href="https://huggingface.co/HuggingFaceM4/Idefics3-8B-Llama3" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🐶 Idefics 3</div>
               </a>
               <a href="https://huggingface.co/spaces/HuggingFaceTB/instant-smollm" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤏 Instant SmolLM</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">JUL</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://x.com/Haojun_Zhao14/status/1815419356408336738" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🛟 Ring attention</div>
               </a>
               <a href="https://x.com/RemiCadene/status/1805583409382932620" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🦾 LeRobot TeleOps</div>
               </a>
               <a href="https://x.com/_lewtun/status/1808898804822720769" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🥇 Win AIMO</div>
               </a>
               <a href="https://huggingface.co/blog/docmatix" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🐶 Docmatix</div>
               </a>
               <a href="https://huggingface.co/blog/smollm" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🤏 SmolLM</div>
               </a>
            </div>
         </div>
         <div style="position: absolute; width: 1px; height: calc(100% + 32px); background: #e0e0e0; top: 8px; right: 0; z-index: 1;"></div>
      </div>
      <div style="display: flex; margin-bottom: 32px; min-height: 140px; position: relative;">
         <div style="position: absolute; top: 8px; left: 0; right: 0; height: 1px; background: #e0e0e0; z-index: 1;"></div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-left: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">MAR</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-v0.1" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🪁 Zephyr Gemma</div>
               </a>
               <a href="https://huggingface.co/datasets/HuggingFaceTB/cosmopedia" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🪐 Cosmopedia</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-left: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">APR</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://huggingface.co/datasets/HuggingFaceFW/fineweb" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🍷 FineWeb</div>
               </a>
               <a href="https://huggingface.co/blog/jat" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🕵️ JAT Agent</div>
               </a>
               <a href="HuggingFaceH4/zephyr-orpo-141b-A35b-v0.1" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🪁 Zephyr Mixtral</div>
               </a>
               <a href="https://huggingface.co/HuggingFaceM4/idefics2-8bb" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🐶 Idefics 2</div>
               </a>
               <a href="https://huggingface.co/blog/leaderboard-medicalllm" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🏆 Community Leaderboards</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-left: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">MAY</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://github.com/huggingface/lerobot" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🦾 LeRobot Release</div>
               </a>
               <a href="https://arxiv.org/abs/2405.18392" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">📈 WSD Analysis</div>
               </a>
            </div>
         </div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-left: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">JUN</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1f" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🍷 FineWeb Report</div>
               </a>
               <a href="https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🍷 FineWeb-Edu</div>
               </a>
               <a href="https://huggingface.co/blog/finetune-florence2" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🌺 Florence 2 Blog</div>
               </a>
               <a href="https://huggingface.co/spaces/open-llm-leaderboard/blog" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">🏆 Open LLM Leaderboard v2</div>
               </a>
               <a href="https://www.youtube.com/watch?v=jm2hyJLFfN8" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">👩‍🏫 Stanford CS25</div>
               </a>
            </div>
         </div>
         <div style="position: absolute; width: 1px; height: calc(100% + 32px); background: #e0e0e0; top: 8px; left: 0; z-index: 1;"></div>
      </div>
      <div style="display: flex; margin-bottom: 32px; min-height: 140px; position: relative;">
         <div style="position: absolute; top: 8px; left: 0; right: 0; height: 1px; background: #e0e0e0; z-index: 1;"></div>
         <div style="flex: 1; padding: 0 15px; text-align: center; position: relative; z-index: 2;">
            <div style="width: 0; height: 0; border-top: 6px solid transparent; border-bottom: 6px solid transparent; border-right: 10px solid #666; margin: 2px auto 12px;"></div>
            <div style="font-weight: 500; font-size: 13px; color: #666; text-transform: uppercase; margin-bottom: 16px; letter-spacing: 0.5px;">FEB</div>
            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <a href="https://github.com/huggingface/nanotron/" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">⚙️ Nanotron Release</div>
               </a>
               <a href="https://github.com/huggingface/lighteval/" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">⛅ Lighteval Release</div>
               </a>
               <a href="https://github.com/huggingface/datatrove/" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">⚙️ Datatrove Release</div>
               </a>
               <a href="https://huggingface.co/datasets/bigcode/the-stack-v2" target="_blank" style="text-decoration: none; color: inherit;">
                  <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; transition: all 0.2s ease; box-shadow: 0 1px 2px rgba(0,0,0,0.05); cursor: pointer;" onmouseover="this.style.transform='translateY(-1px)'; this.style.boxShadow='0 2px 4px rgba(0,0,0,0.1)'; this.style.background='#e3f2fd'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 1px 2px rgba(0,0,0,0.05)'; this.style.background='#f8f9fa'">⭐️ The Stack v2</div>
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               <a href="https://huggingface.co/bigcode/starcoder2-15b" target="_blank" style="text-decoration: none; color: inherit;">
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            <div style="font-size: 12px; color: #4a4a4a; max-width: 180px; margin: 0 auto; display: flex; flex-direction: column; gap: 6px;">
               <div style="padding: 6px 8px; background: #f8f9fa; border: 1px solid #e9ecef; border-radius: 6px; line-height: 1.4; color: #6c757d;">🔥 Warming up</div>
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