Official PyTorch implementation of the paper “Zero-Shot Out-Of-Distribution Detection with Outlier Label Exposure”

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

Using GPT to parse PDF

Improved file parsing for LLM’s

Official repository of ’Visual-RFT: Visual Reinforcement Fine-Tuning’

A curated list of LLM powered AI Agents in Biomedical Research. Medical Image Analysis, Multi-omics Genomics Analysis, Biomedical Scientific Discoveries...

Distributed RL System for LLM Reasoning

[ICLR 2025] Diffusion Feedback Helps CLIP See Better

[ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection

Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

[AAAI 2025] Official PyTorch implementation of "TinySAM: Pushing the Envelope for Efficient Segment Anything Model"

Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation

Solve Visual Understanding with Reinforced VLMs

Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation

Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.

MoBA: Mixture of Block Attention for Long-Context LLMs

Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2…

🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.

Forked from AIRS repo (https://github.com/divelab/AIRS). The implementation of A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction (ICML 2024).

LatentDiff implementation forked from AIRS.

Forked from AIRS repo (https://github.com/divelab/AIRS). Mat2Seq (NeurIPS 2024) implementation.

s1: Simple test-time scaling

Vision agent

A library for advanced large language model reasoning

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Official PyTorch implementation of SegFormer