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IAMJB

@iamjbd.bsky.social
1.8K followers 1.2K following 94 posts

🤗 ML at Hugging Face 🌲 Academic Staff at Stanford University (AIMI Center) 🦴 Radiology AI is my stuff

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IAMJB @iamjbd.bsky.social · 12/06/2025
💥 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.
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IAMJB @iamjbd.bsky.social · 09/06/2025
💥 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
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IAMJB @iamjbd.bsky.social · 16/04/2025
Sociodemographic biases in medical decision making by large language models www.nature.com/articles/s4...
nature.com
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...
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IAMJB @iamjbd.bsky.social · 14/03/2025
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)
huggingface.co
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.
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IAMJB @iamjbd.bsky.social · 10/03/2025
🧵 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!
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IAMJB @iamjbd.bsky.social · 03/02/2025
"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...
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IAMJB @iamjbd.bsky.social · 25/01/2025
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.
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IAMJB @iamjbd.bsky.social · 25/01/2025
DeepSeek-R1: next level
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IAMJB @iamjbd.bsky.social · 24/01/2025
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).
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IAMJB @iamjbd.bsky.social · 19/01/2025
🧩 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.
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IAMJB @iamjbd.bsky.social · 17/01/2025
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IAMJB @iamjbd.bsky.social · 16/01/2025
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.
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IAMJB @iamjbd.bsky.social · 15/01/2025
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...
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IAMJB @iamjbd.bsky.social · 15/01/2025
first look into what the Qwen team used to develop QwQ arxiv.org/pdf/2501.07301
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IAMJB @iamjbd.bsky.social · 14/01/2025
Neat: Representing Long Volumetric Video with Temporal Gaussian Hierarchy Contrib: Temporal Gaussian Hierarchy representation for long volumetric video.
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IAMJB @iamjbd.bsky.social · 13/01/2025
Nice visualization of RAG vs. Agentic RAG
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IAMJB @iamjbd.bsky.social · 12/01/2025
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
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IAMJB @iamjbd.bsky.social · 10/01/2025
volume rendering made easy and free 😍
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IAMJB @iamjbd.bsky.social · 08/01/2025
How do you even coordinate this?
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IAMJB @iamjbd.bsky.social · 05/01/2025
🚀 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!
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IAMJB @iamjbd.bsky.social · 04/01/2025
Super interesting read: www.thelancet.com/journals/la...
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IAMJB @iamjbd.bsky.social · 04/01/2025
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
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IAMJB @iamjbd.bsky.social · 31/12/2024
Top 25 Open Source AI models on Hugging Face in 2025
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IAMJB @iamjbd.bsky.social · 16/12/2024
💥 Gemini 2.0 is on paper-central. Talk with any paper from the 🤗 Hugging Face paper page. Example with GenEx 👇
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IAMJB @iamjbd.bsky.social · 13/12/2024
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...
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IAMJB @iamjbd.bsky.social · 13/12/2024
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...
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IAMJB @iamjbd.bsky.social · 13/12/2024
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...
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IAMJB @iamjbd.bsky.social · 13/12/2024
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...
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IAMJB @iamjbd.bsky.social · 12/12/2024
Started training my new LLM today and everything is going well.
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IAMJB @iamjbd.bsky.social · 12/12/2024
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...
huggingface.co
Anychat - a Hugging Face Space by akhaliq
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IAMJB @iamjbd.bsky.social · 11/12/2024
⚔️ 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...
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IAMJB @iamjbd.bsky.social · 10/12/2024
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...
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IAMJB @iamjbd.bsky.social · 10/12/2024
💡 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...
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IAMJB @iamjbd.bsky.social · 09/12/2024
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/
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IAMJB @iamjbd.bsky.social · 09/12/2024
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...
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IAMJB @iamjbd.bsky.social · 09/12/2024
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...
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IAMJB @iamjbd.bsky.social · 09/12/2024
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...
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IAMJB @iamjbd.bsky.social · 06/12/2024
🦙 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...
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IAMJB @iamjbd.bsky.social · 06/12/2024
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...
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IAMJB @iamjbd.bsky.social · 06/12/2024
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...
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IAMJB @iamjbd.bsky.social · 06/12/2024
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: 202.104.135.156:7860 🐍 GitHub: github.com/dvlab-resea...
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IAMJB @iamjbd.bsky.social · 06/12/2024
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...
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IAMJB @iamjbd.bsky.social · 05/12/2024
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. 🧵 👇
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IAMJB @iamjbd.bsky.social · 05/12/2024
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...
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IAMJB @iamjbd.bsky.social · 05/12/2024
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...
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IAMJB @iamjbd.bsky.social · 05/12/2024
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...
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IAMJB @iamjbd.bsky.social · 05/12/2024
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...
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IAMJB @iamjbd.bsky.social · 05/12/2024
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...
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IAMJB @iamjbd.bsky.social · 04/12/2024
💥 You can chat with any 🤗 Hugging Face paper page on paper central! Try it out at: huggingface.co/spaces/hugg...
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IAMJB @iamjbd.bsky.social · 02/12/2024
🤗 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
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