TIGER Lab

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53 repositories

General-Reasoner
Public
General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]
rl reasoning llm
Python
•11•202•2•0•Updated Nov 27, 2025Nov 27, 2025
verl-tool
Public
A version of verl to support diverse tool use
agent learning reinforcement llm
Python
•
MIT License
•58•711•4•0•Updated Nov 25, 2025Nov 25, 2025
MMLU-Pro
Public
The code and data for "MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark" [NeurIPS 2024]
evaluation llm
Python
•
Apache License 2.0
•50•314•8•0•Updated Nov 22, 2025Nov 22, 2025
VisCoder2
Public
The official code of "VisCoder2: Building Multi-Language Visualization Coding Agents"
visualization coder llm
Python
•0•5•0•0•Updated Nov 17, 2025Nov 17, 2025
EditReward
Public
EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
evaluation editing diffusion
Python
•
MIT License
•2•78•4•0•Updated Nov 15, 2025Nov 15, 2025
VLM2Vec
Public
This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]
benchmark representation-learning image-retrieval embedding vlm multimodal rag video-retrieval contrastive-learning mmeb
Python
•
Apache License 2.0
•45•490•28•0•Updated Nov 13, 2025Nov 13, 2025
Pixel-Reasoner
Public
Pixel-Level Reasoning Model trained with RL [NeuIPS25]
reasoning multimodal llm
Python
•
MIT License
•9•251•6•0•Updated Nov 6, 2025Nov 6, 2025
QuickCodec
Public
A More Efficient Video Codec
video codec
Cython
•
BSD 3-Clause "New" or "Revised" License
•0•6•0•0•Updated Nov 2, 2025Nov 2, 2025
BrowserAgent
Public
An agent that can interact with browser to complete tasks
agent browser llm
Python
•
MIT License
•0•21•0•0•Updated Oct 31, 2025Oct 31, 2025
ImagenWorld
Public
Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks
image generation genai
Python
•0•23•0•0•Updated Oct 29, 2025Oct 29, 2025
QuickVideo
Public
Quick Long Video Understanding
video multimodal-learning multimodal llm
Python
•
MIT License
•6•69•2•0•Updated Oct 27, 2025Oct 27, 2025
VideoScore2
Public
Automatic Metric for Evaluating Generated Videos
videos vlm llm
Python
•
MIT License
•1•21•4•0•Updated Oct 26, 2025Oct 26, 2025
Hierarchical-Reasoner
Public
Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning
rl reasoning llm
Python
•
MIT License
•3•49•0•0•Updated Oct 24, 2025Oct 24, 2025
Critique-Coder
Public
Training Coder Models with Critique Reinforcement Learning
coder rl llm
Python
•
MIT License
•0•11•0•0•Updated Oct 1, 2025Oct 1, 2025
ImagenHub
Public
A one-stop library to standardize the inference and evaluation of all the conditional image generation models. [ICLR 2024]
deep-learning pytorch image-editing generative-art image-generation diffusion-models stable-diffusion generative-ai
Python
•
MIT License
•19•175•2•2•Updated Sep 30, 2025Sep 30, 2025
VideoEval-Pro
Public
More reliable Video Understanding Evaluation
video evaluation understanding multimodal
Python
•0•12•0•0•Updated Sep 23, 2025Sep 23, 2025
StructEval
Public
Evaluating LLMs' abilities to generate structural output.
benchmark structure evaluation
Python
•
Apache License 2.0
•1•14•1•0•Updated Sep 23, 2025Sep 23, 2025
VisCoder
Public
The official code of "VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation" [EMNLP25]
visualization coder llm
Python
•
Apache License 2.0
•2•16•1•0•Updated Sep 21, 2025Sep 21, 2025
PixelWorld
Public
The official code of "PixelWorld: Towards Perceiving Everything as Pixels" [TMLR25]
vlm llm
Python
•1•15•1•0•Updated Sep 12, 2025Sep 12, 2025
One-Shot-CFT
Public
The official repo for “Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem” [EMNLP25]
lm critique reasoning
Python
•
Apache License 2.0
•5•33•0•0•Updated Sep 1, 2025Sep 1, 2025
VisualWebInstruct
Public
The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]
vlm llm
Python
•
MIT License
•1•35•1•0•Updated Sep 1, 2025Sep 1, 2025
ABC
Public
ABC: Achieving Better Control of Multimodal Embeddings using VLMs [TMLR2025]
information-retrieval multimodal
Python
•
MIT License
•2•17•0•0•Updated Aug 21, 2025Aug 21, 2025
Vamba
Public
Code for the paper "Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers" [ICCV 2025]
video vlm llm
Python
•
MIT License
•10•95•2•0•Updated Jul 28, 2025Jul 28, 2025
TheoremExplainAgent
Public
Official Repo for "TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding" [ACL 2025 oral]
rag manim manim-animations llm-agents manim-video
Python
•
MIT License
•189•1.4k•9•1•Updated Jul 27, 2025Jul 27, 2025
CritiqueFineTuning
Public
Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]
fine-tuning languagemodel
Python
•
MIT License
•10•179•2•0•Updated Jul 8, 2025Jul 8, 2025
ScholarCopilot
Public
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations [COLM 2025]
lm copilot rag
Python
•
MIT License
•27•243•0•0•Updated Jul 8, 2025Jul 8, 2025
MEGA-Bench
Public
This repo contains the code for "MEGA-Bench Scaling Multimodal Evaluation to over 500 Real-World Tasks" [ICLR 2025]
benchmark evaluation multimodal
Python
•
Apache License 2.0
•7•77•5•0•Updated Jul 1, 2025Jul 1, 2025
DisProtEdit
Public
Official Repo for "DisProtEdit: Exploring Disentangled Representations for Multi-Attribute Protein Editing" [ICMLW 2025]
protein protein-editing
Python
•
MIT License
•0•3•0•0•Updated Jun 20, 2025Jun 20, 2025
VL-Rethinker
Public
The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]
reasoning vlm multimodal llm
Python
•
Apache License 2.0
•5•166•8•0•Updated Jun 5, 2025Jun 5, 2025
AceCoder
Public
The official repo for "AceCoder: Acing Coder RL via Automated Test-Case Synthesis" [ACL25]
code llm codellm
Python
•
MIT License
•3•94•4•0•Updated Apr 9, 2025Apr 9, 2025