Zhiyu Chen's starred repositories

llama_index

LlamaIndex is a data framework for your LLM applications

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LLaMA-Factory

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

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Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

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qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

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RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

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the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

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LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

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TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

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SharpWxDump

ๅพฎไฟกๅฎขๆˆท็ซฏๅ–่ฏ๏ผŒๅฏ่Žทๅ–็”จๆˆทไธชไบบไฟกๆฏ(ๆ˜ต็งฐ/่ดฆๅท/ๆ‰‹ๆœบ/้‚ฎ็ฎฑ/ๆ•ฐๆฎๅบ“ๅฏ†้’ฅ(็”จๆฅ่งฃๅฏ†่Šๅคฉ่ฎฐๅฝ•))๏ผ›ๆ”ฏๆŒ่Žทๅ–ๅคš็”จๆˆทไฟกๆฏ๏ผŒไธๅฎšๆœŸๆ›ดๆ–ฐๆ–ฐ็‰ˆๆœฌๅ็งป๏ผŒ็›ฎๅ‰ๆ”ฏๆŒๆ‰€ๆœ‰ๆ–ฐ็‰ˆๆœฌใ€ๆญฃๅผ็‰ˆๆœฌ

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

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scikit-llm

Seamlessly integrate LLMs into scikit-learn.

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latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

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promptbench

A unified evaluation framework for large language models

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pythia

The hub for EleutherAI's work on interpretability and learning dynamics

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RL4LMs

A modular RL library to fine-tune language models to human preferences

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Data-Copilot

Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

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LLM-Adapters

Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"

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TencentPretrain

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

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nanoT5

Fast & Simple repository for pre-training and fine-tuning T5-style models

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alpaca_farm

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

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openrl

Unified Reinforcement Learning Framework

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OpenICL

OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

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ranx

โšก๏ธA Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion ๐Ÿ

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inseq

Interpretability for sequence generation models ๐Ÿ› ๐Ÿ”

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HugNLP

HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!๐Ÿ˜Š HugNLP will released to @HugAILab

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RLTF

Accepted by Transactions on Machine Learning Research (TMLR)

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ir_measures

provides a common interface to many IR measure tools

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hf-spacerini

Plug-and-play Search Interfaces with Pyserini and Hugging Face

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