zeyuanyin

Zeyuan's starred repositories

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

Language:JavaScriptMIT17031300

pure

A set of small, responsive CSS modules that you can use in every web project.

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awesome-css-frameworks

List of awesome CSS frameworks in 2024

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lectures

Material for gpu-mode lectures

Language:Jupyter NotebookApache-2.0259000

MeZO

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

Language:PythonMIT102600

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

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Loop

Window management made elegant.

Language:SwiftGPL-3.0670000

penzai

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

Language:PythonApache-2.0164800

peft

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

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llama3

The official Meta Llama 3 GitHub site

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MGM

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

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xtuner

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

Language:PythonApache-2.0379600

webdataset

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

Language:PythonBSD-3-Clause222800

pycls

Codebase for Image Classification Research, written in PyTorch.

Language:PythonMIT213600

Gymnasium

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

Language:PythonMIT690100

Megatron-LM

Ongoing research training transformer models at scale

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DeepSeek-VL

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

Language:PythonMIT202500

torchtune

A Native-PyTorch Library for LLM Fine-tuning

Language:PythonBSD-3-Clause405000

vstar

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

Language:PythonMIT50800

MMBench

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

Apache-2.015000

DeepSpeedExamples

Example models using DeepSpeed

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alignment-handbook

Robust recipes to align language models with human and AI preferences

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trl

Train transformer language models with reinforcement learning.

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grok-1

Grok open release

Language:PythonApache-2.04946100

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

Language:PythonApache-2.02174400

direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

Language:PythonApache-2.0205400

gdown

Google Drive Public File Downloader when Curl/Wget Fails

Language:PythonMIT420500

full-stack-fastapi-template

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

Language:TypeScriptMIT2654100

llm-vision-datasets

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

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vlm-evaluation

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

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