view article Article State of Open Models: Summer 2026 Observations +1 AdinaY, multimodalart, irenesolaiman • 18 days ago • 172
💧 LFM2.5 Collection Collection of post-trained and base LFM2.5 models. • 16 items • Updated 27 days ago • 214
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view article Article Featuring Every Eval Ever Results on Hugging Face Model Pages +5 deepmage121, evijit, SaylorTwift, janbatzner, borgr, irenesolaiman, julien-c • Jun 30 • 52
Where Does the Signal Live? A Web Data Recipe for Medical Encoder Pretraining Paper • 2606.22079 • Published Jun 20 • 2
view article Article 🪆 Introduction to Matryoshka Embedding Models +1 tomaarsen, Xenova, osanseviero • Feb 23, 2024 • 219
view article Article We Got Claude to Fine-Tune an Open Source LLM burtenshaw, evalstate • Dec 4, 2025 • 632
view article Article Vision Language Model Alignment in TRL ⚡️ +3 sergiopaniego, merve, qgallouedec, kashif, ariG23498 • Aug 7, 2025 • 114
ORPO: Monolithic Preference Optimization without Reference Model Paper • 2403.07691 • Published Mar 12, 2024 • 74
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Paper • 2401.08417 • Published Jan 16, 2024 • 37
view article Article Supercharge your OCR Pipelines with Open Models +5 merve, ariG23498, davanstrien, hynky, andito, reach-vb, pcuenq • Oct 21, 2025 • 319
view article Article KV Caching Explained: Optimizing Transformer Inference Efficiency not-lain • Jan 30, 2025 • 399
view article Article Preference Optimization for Vision Language Models +2 qgallouedec, vwxyzjn, merve, kashif • Jul 10, 2024 • 93
Holo1.5 Collection Holo1.5 - Open Foundation Models for Computer Use Agents • 5 items • Updated 5 days ago • 35
view article Article SmolLM3: smol, multilingual, long-context reasoner +21 eliebak, cmpatino, anton-l, edbeeching, m-ric, nouamanetazi, akseljoonas, guipenedo, hynky, clefourrier, SaylorTwift, kashif, qgallouedec, hlarcher, glutamatt, Xenova, reach-vb, ngxson, craffel, lewtun, loubnabnl, lvwerra, thomwolf • Jul 8, 2025 • 790
How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks Paper • 2507.01955 • Published Jul 2, 2025 • 36