zeyuanyin

zeyuanyin's Stars

• princeton-nlp/MeZO

  [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

  Language:Python1k57

• facebookresearch/DiT

  Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

  Language:Python5.8k509

• MrKai77/Loop

  Window management made elegant.

  Language:Swift5.7k110

• google-deepmind/penzai

  A JAX research toolkit for building, editing, and visualizing neural networks.

  Language:Python1.6k46

• huggingface/peft

  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

  Language:Python15.2k1.5k

• meta-llama/llama3

  The official Meta Llama 3 GitHub site

  Language:Python24.8k2.7k

• dvlab-research/MGM

  Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

  Language:Python3.1k277

• InternLM/xtuner

  An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)

  Language:Python3.5k280

• webdataset/webdataset

  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

  Language:Python2.1k162

• facebookresearch/pycls

  Codebase for Image Classification Research, written in PyTorch.

  Language:Python2.1k238

• Farama-Foundation/Gymnasium

  An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

  Language:Python6.4k730

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python9.5k2.1k

• deepseek-ai/DeepSeek-VL

  DeepSeek-VL: Towards Real-World Vision-Language Understanding

  Language:Python1.9k180

• pytorch/torchtune

  A Native-PyTorch Library for LLM Fine-tuning

  Language:Python3.7k310

• penghao-wu/vstar

  PyTorch Implementation of "V* : Guided Visual Search as a Core Mechanism in Multimodal LLMs"

  Language:Python48031

• open-compass/MMBench

  Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"

  1227

• microsoft/DeepSpeedExamples

  Example models using DeepSpeed

  Language:Python5.9k997

• huggingface/alignment-handbook

  Robust recipes to align language models with human and AI preferences

  Language:Python4.3k366

• huggingface/trl

  Train transformer language models with reinforcement learning.

  Language:Python8.9k1.1k

• xai-org/grok-1

  Grok open release

  Language:Python49.2k8.3k

• hpcaitech/Open-Sora

  Open-Sora: Democratizing Efficient Video Production for All

  Language:Python20.9k2k

• eric-mitchell/direct-preference-optimization

  Reference implementation for DPO (Direct Preference Optimization)

  Language:Python1.9k148

• wkentaro/gdown

  Google Drive Public File Downloader when Curl/Wget Fails

  Language:Python4.1k341

• tiangolo/full-stack-fastapi-template

  Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

  Language:TypeScript24.9k4.2k

• sanbuphy/llm-vision-datasets

  Collection of image and video datasets for generative AI and multimodal visual AI

  18

• TRI-ML/vlm-evaluation

  VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning

  Language:Python688

• mit-han-lab/llm-awq

  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

  Language:Python2.2k159

• NVlabs/VILA

  VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)

  Language:Python1.1k78

• openai/CLIP

  CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

  Language:Jupyter Notebook23.9k3.1k

• lucidrains/x-clip

  A concise but complete implementation of CLIP with various experimental improvements from recent papers

  Language:Python66847