TIGER Lab

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33 repositories

Mantis
Public
Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR2024]
language video vision mantis vlm multimodal lmm fuyu mllm llava-llama3
Python
•
Apache License 2.0
•19•207•3•1•Updated Mar 8, 2025Mar 8, 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
•16•158•2•0•Updated Mar 8, 2025Mar 8, 2025
MEGA-Bench
Public
This repo contains the code for "MEGA-Bench Scaling Multimodal Evaluation to over 500 Real-World Tasks" [ICLR2025]
benchmark evaluation multimodal
Python
•
Apache License 2.0
•5•60•6•0•Updated Mar 8, 2025Mar 8, 2025
TheoremExplainAgent
Public
Official Repo for "TheoremExplainAgent: Towards Multimodal Explanations for LLM Theorem Understanding"
rag manim manim-animations llm-agents manim-video
Python
•
MIT License
•106•991•7•0•Updated Mar 7, 2025Mar 7, 2025
VLM2Vec
Public
This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR25]
retrieval language-model vlm rag
Python
•
Apache License 2.0
•6•153•9•0•Updated Mar 7, 2025Mar 7, 2025
ABC
Public
Python
•1•5•0•0•Updated Mar 6, 2025Mar 6, 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
•33•197•6•0•Updated Feb 28, 2025Feb 28, 2025
VISTA
Public
The code for "VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by VIdeo SpatioTemporal Augmentation" [CVPR2025]
lm vlm multimodal
Python
•0•14•0•0•Updated Feb 27, 2025Feb 27, 2025
ScholarCopilot
Public
Scholar Copilot is an intelligent academic writing assistant that enhances the research writing process through AI-powered text completion and citation suggestions
lm copilot rag
Python
•12•81•0•0•Updated Feb 24, 2025Feb 24, 2025
AceCoder
Public
The official repo for "AceCoder: Acing Coder RL via Automated Test-Case Synthesis"
code llm codellm
Python
•
MIT License
•1•69•0•0•Updated Feb 23, 2025Feb 23, 2025
LongICLBench
Public
Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]
large-language-models
Python
•
MIT License
•5•102•0•0•Updated Feb 20, 2025Feb 20, 2025
VideoScore
Public
official repo for "VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation" [EMNLP2024]
language machine-learning
Python
•
MIT License
•5•78•2•0•Updated Feb 14, 2025Feb 14, 2025
VideoGenHub
Public
A one-stop library to standardize the inference and evaluation of all the conditional video generation models.
deep-learning pytorch video-generation diffusion-models generative-ai
Python
•
MIT License
•7•48•1•1•Updated Feb 13, 2025Feb 13, 2025
CritiqueFineTuning
Public
Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate"
fine-tuning languagemodel
Python
•
MIT License
•8•110•0•0•Updated Feb 11, 2025Feb 11, 2025
PixelWorld
Public
The official code of "PixelWorld: Towards Perceiving Everything as Pixels"
vlm llm
Python
•1•12•1•0•Updated Feb 7, 2025Feb 7, 2025
KB-BINDER
Public
"Few-shot In-context Learning for Knowledge Base Question Answering" [ACL2023]
kb llm
Python
•
MIT License
•8•60•6•0•Updated Jan 27, 2025Jan 27, 2025
OmniEdit
Public
Official Repo for Paper "OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision" [ICLR2025]
imagegeneration diffusionmodel imageediting
MIT License
•3•85•3•0•Updated Jan 27, 2025Jan 27, 2025
TIGERScore
Public
"TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks" [TMLR 2024]
metrics evaluation language-model llm
Jupyter Notebook
•
MIT License
•3•31•1•0•Updated Dec 21, 2024Dec 21, 2024
VIEScore
Public
Visual Instruction-guided Explainable Metric. Code for "Towards Explainable Metrics for Conditional Image Synthesis Evaluation" (ACL 2024)
computer-vision image-editing image-generation visual-question-answering gpt4vision
Python
•
MIT License
•1•32•0•0•Updated Nov 19, 2024Nov 19, 2024
AnyV2V
Public
Code and data for "AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks" (TMLR 2024)
deep-learning pytorch image-editing video-editing generative-ai video-synthesis image-to-video-generation
Jupyter Notebook
•
MIT License
•41•555•8•0•Updated Oct 29, 2024Oct 29, 2024
MAmmoTH2
Public
Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]
language math reasoning
Python
•
MIT License
•10•135•4•0•Updated Oct 27, 2024Oct 27, 2024
StructLM
Public
Code and data for "StructLM: Towards Building Generalist Models for Structured Knowledge Grounding" (COLM 2024)
reasoning grounding llm
Python
•
MIT License
•9•76•2•0•Updated Oct 19, 2024Oct 19, 2024
LLM-AMT
Public
This repository contains the code for our paper "Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering" [EMNLP 2024]
medical rag llm
Python
•
Apache License 2.0
•0•9•0•0•Updated Oct 8, 2024Oct 8, 2024
UniIR
Public
Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)
retrieval language-model
Python
•
MIT License
•13•131•12•0•Updated Oct 1, 2024Oct 1, 2024
GenAI-Bench
Public
Code and Data for "GenAI Arena: An Open Evaluation Platform for Generative Models" [NeurIPS 2024]
evaluation diffusion generative-ai
Python
•
MIT License
•1•12•0•0•Updated Sep 8, 2024Sep 8, 2024
LongRAG
Public
Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".
rag llm
Python
•
MIT License
•20•226•4•0•Updated Aug 25, 2024Aug 25, 2024
MAmmoTH
Public
Code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning" (ICLR 2024)
math reasoning llm
Jupyter Notebook
•49•362•6•0•Updated Aug 25, 2024Aug 25, 2024
ConsistI2V
Public
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation (TMLR 2024)
video-generation diffusion-models video-synthesis image-to-video-generation
Python
•
MIT License
•15•239•1•0•Updated Jul 1, 2024Jul 1, 2024
TheoremQA
Public
The official repo for "TheoremQA: A Theorem-driven Question Answering dataset" (EMNLP 2023)
math lm theorem
Python
•
MIT License
•3•28•2•0•Updated May 15, 2024May 15, 2024
Program-of-Thoughts
Public
Data and Code for Program of Thoughts (TMLR 2023)
program llm prompting
Python
•
MIT License
•22•262•3•0•Updated May 15, 2024May 15, 2024