IAMJB
@iamjbd.bsky.social
🤗 ML at Hugging Face 🌲 Academic Staff at Stanford University (AIMI Center) 🦴 Radiology AI is my stuff
💥 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...
Sociodemographic biases in medical decision making by large language models
Nature Medicine - A panel of nine LLMs was exposed to simulated clinical cases with switched sociodemographic features exploring ethnic, social, sexual orientation and gender dimensions and showed...
nature.com
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)
IAMJB/chexpert-mimic-cxr-impression-baseline · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
🧵 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.
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...
Neat: Representing Long Volumetric Video with Temporal Gaussian Hierarchy Contrib: Temporal Gaussian Hierarchy representation for long volumetric video.
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
🚀 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!
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
💥 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...
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...
Anychat - a Hugging Face Space by akhaliq
huggingface.co
