💥 Excited to share our latest work: Structuring Radiology Reports: Challenging LLMs with Lightweight Models In this study, we explore how small, task-specific encoder-decoder models can rival (and sometimes outperform) much larger LLMs; all while being faster, cheaper, and easier to deploy. ons.

💥 We unveil our paper accepted at the #ACL2025 Main Conference: Automated Structured Report Generation Let's revisit automated radiology report generation for CXR. Free-form reports make it hard for AI systems to learn accurate generation, and even harder to evaluate. 🧵👇 @StanfordAIMI @hopprai

Sociodemographic biases in medical decision making by large language models www.nature.com/articles/s4...

Just noticed our lightweight RRG model has been downloaded over 92,000 times this months on 🤗HuggingFace. This model was included in the CheXpert-Plus release and contains just 67 million parameters: huggingface.co/IAMJB/chexpe... Its also a top ranking model on RexRank (rexrank.ai)

🧵 What if AI could learn from millions of unlabeled radiology images and reports—and then flexibly adapt to new clinical tasks? In a new comprehensive review in @radiology_rsna, colleagues at stanford dive into how foundation models (FMs) are set to revolutionize radiology!

"Second, we develop budget forcing to control test-time compute by forcefully terminating the model's thinking process or lengthening it by appending "Wait" multiple times to the model's generation when it tries to end." What a trick...

Is this the last benchmark before AGI? Humanity's Last Exam (HLE) 🤯 3,000 expert-level questions across 100+ subjects, created by nearly 1,000 subject matter experts globally.

DeepSeek-R1: next level

𝗔 𝗦𝗶𝗺𝗽𝗹𝗲 𝗚𝘂𝗶𝗱𝗲 𝘁𝗼 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗠𝗲𝗺𝗼𝗿𝘆 🌟 An agent's memory helps it plan and react by leveraging past interactions or external data via prompt context. Here’s a breakdown: 𝟭. Episodic Memory: Logs past actions/interactions (e.g., stored in a vector database for semantic search).

🧩 The future of creativity is elemental. ✨ Kling AI just announced Elements 🌎 First, world building: Craft your characters, environments, props. Plan your motion and VFX. 🎛️ Then, remixing: Bring it all together into a cohesive story.

Amazing. Agent Roles: ⛳ PhD Agent: Conducts literature reviews, interprets results, writes reports. ⛳ Postdoc Agent: Plans research, designs experiments. ⛳ ML Engineer Agent: Prepares data, writes, optimizes code. ⛳ Professor Agent: Oversees, refines reports.

MiniMax-01 is Now Open-Source: Scaling Lightning Attention for the AI Agent Era >> Hybrid linear-softmax attention working very well at large scale and long-context filecdn.minimax.chat/_Arxiv_MiniM...

first look into what the Qwen team used to develop QwQ arxiv.org/pdf/2501.07301

Neat: Representing Long Volumetric Video with Temporal Gaussian Hierarchy Contrib: Temporal Gaussian Hierarchy representation for long volumetric video.

Nice visualization of RAG vs. Agentic RAG

Neat. Converts images, PDFs, and Office documents to Markdown or JSON using OCR and LLM models, with features for caching, distributed processing, and PII removal

volume rendering made easy and free 😍

How do you even coordinate this?

🚀 PRIME + Eurus-2 beat Qwen2.5-Math-Instruct with 1/10 the data! ✨ Implicit PRM (no labels) 🔄 Online updates, zero overhead 🎯 Token-level rewards + RLOO Scaling up with 3x more data!

Super interesting read: www.thelancet.com/journals/la...

2 OLMo 2 Furious captures every lesson learned since OLMo 1, featuring in-depth explorations of: • Stable pretraining • LR annealing, data curricula, and soups • Tulu post-training • Compute infrastructure

Top 25 Open Source AI models on Hugging Face in 2025

💥 Gemini 2.0 is on paper-central. Talk with any paper from the 🤗 Hugging Face paper page. Example with GenEx 👇

EasyRef is on 🤗 Hugging Face After DiffSensei yesterday, @ylecun is once again being style-transferred! (⚡Llama 3.3) Chat with the paper: huggingface.co/spaces/hugg... 🤗 Model: huggingface.co/zongzhuofan... 🤗 Demo: huggingface.co/spaces/zong... 🤗 Paper: huggingface.co/papers/2412...

SuperCharged Euclid is on 🤗 Hugging Face Also, this is the best paper heading I’ve seen in quite some time. The 'en tête' looks fantastic. (⚡Llama 3.3) Chat with the paper: huggingface.co/spaces/hugg... 🤗 Model: huggingface.co/euclid-mult... 🤗 Dataset: huggingface.co/datasets/eu...

Phi-4 technical report is out. What are the main contributions, how does it compare to SOTA? Find out 👇 🤗 Chat with the paper (⚡Llama 3.3) huggingface.co/spaces/hugg...

InternLM-XComposer-2.5-OmniLive is on 🤗 Hugging Face (⚡Llama 3.3) Chat with paper: huggingface.co/spaces/hugg... 🤗 Model: huggingface.co/internlm/in... 🤗 Paper: huggingface.co/papers/2412... 🐍 GitHub: github.com/InternLM/In...

Started training my new LLM today and everything is going well.

Gemini 2.0 Flash outperforms 1.5 Pro on key benchmarks at 2X speed Now available in anychat try it out: 🤗 huggingface.co/spaces/akha...

⚔️ CodeArena is on 🤗 Hugging Face 🤗 Dataset: huggingface.co/datasets/CS... 💡 An excellent way to get an overview in a glimpse: ask paper-central to summarize the scores in a markdown table (⚡by Llama 3.3!) Try it out for any paper: huggingface.co/spaces/hugg...

Divot from Tencent - Diffusion-Powered Video Tokenizer 💡 An excellent way to get model performance in a glimpse: ask paper-central to summarize the scores in a markdown table (⚡by Llama 3.3!) Try it out for any paper: huggingface.co/spaces/hugg...

💡 An excellent way to compare a new LLM performance in a glimpse: ask paper-central to summarize the scores in a markdown table. Here is an excellent example for EXAONE 3.5. Try it out: huggingface.co/spaces/hugg...

New optimizer APOLLO 🤗 💬 How does it compare to Adam? What are the findings? Chat with the paper and find out: 🤗 Chat: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🐍 GitHub: github.com/zhuhanqing/... 📄 Project Page: zhuhanqing.github.io/APOLLO/

EXAONE 3.5 is on Hugging Face 🤗 💬 How does it compare to SOTA? What are the contributions? Chat with the paper and find out: 🤗 Chat: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Models: huggingface.co/LGAI-EXAONE... 🤗 Space: huggingface.co/spaces/LGAI...

MAmmoTH-VL is on Hugging Face 🤗 💬 How does it compare to SOTA? What are the contributions? Chat with the paper and find out: 🤗 Chat: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Models: huggingface.co/MAmmoTH-VL/... 🤗 Dataset: huggingface.co/datasets/MA...

InternVL2 is on Hugging Face 🤗 💬 How does it compare to SOTA? What are the contributions? Chat with the paper and find out: 🤗 Chat: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Models: huggingface.co/OpenGVLab/I... 🤗 Demo: huggingface.co/spaces/Open...

🦙 LLama 3.3 70B is already plugged to 🤗 Hugging Face paper-central to chat with any research papers, powered by @hyperbolic_labs. Try it out: huggingface.co/spaces/hugg...

TRELLIS is on Hugging Face 🤗 By Microsoft 💬 How does it compare to SOTA? What are the contributions? Chat with the paper and find out: 🤗 Chat: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Demo: huggingface.co/spaces/Jeff... 🐍 GitHub: github.com/Microsoft/T...

NegToMe is on Hugging Face 🤗 💬 How does it compare to SOTA? What are the contributions? Chat with the paper and find out: 🤗 Chat: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Demo: a62ec09c8038aea4ee.gradio.live/ 🐍 GitHub: github.com/1jsingh/neg...

VisionZip is on Hugging Face 🤗 💬 How does it compare to SOTA? What are the contributions? Chat with the paper and find out: 🤗 Chat: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Demo: http://202.104.135.156:7860/ 🐍 GitHub: github.com/dvlab-resea...

Florence-VL is on Hugging Face 🤗 💬 How does it compare to SOTA? What are the contributions? Chat with the paper and find out: 🤗 Chat: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Demo: huggingface.co/spaces/jiuh...

So proud of the release of the GREEN metric. See what you can do when you merge medical AI research and open-sourceness. 26,000 downloads on 🤗 Hugging Face and counting. 🧵 👇

One Shot, One Talk is on Hugging Face 🤗 💬 How does it compare to SOTA? What are the contributions? Chat with the paper and find out: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Project-page: ustc3dv.github.io/OneShotOneT...

NitroFusion is on Hugging Face 🤗 High-Fidelity Diffusion 💬 Chat with the paper: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Model: huggingface.co/ChenDY/Nitr... 🤗 Demo: huggingface.co/spaces/Chen...

U-MATH paper is on Hugging Face 🤗 💬 Chat with the paper: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2412... 🤗 Dataset: huggingface.co/datasets/to...

VARCO-VISION is on Hugging Face 🤗 Korean Vision-Language Models 💬 Chat with the paper: huggingface.co/spaces/hugg... 🤗 Paper-page: huggingface.co/papers/2411... 🤗 Model: huggingface.co/NCSOFT/VARC... 🤗 Dataset: huggingface.co/datasets/NC...

PaliGemma 2 paper is on Hugging Face 🤗 💬 Chat with the paper: huggingface.co/spaces/hugg... 🤗 Paper page: huggingface.co/papers/2412... 🤗 Models: huggingface.co/collections...

💥 You can chat with any 🤗 Hugging Face paper page on paper central! Try it out at: huggingface.co/spaces/hugg...

🤗 Hugging Face paper page MONTHLY recap. > 293 papers > 407 open-source artifacts 🔥 Here is the top 10 according to the community 👇 With NVIDIA, Microsoft, EPFL, Tsinghua University, OpenGVLab, HKUST, Allen Institute for AI, Alibaba & More