Xiaochuang Han's starred repositories

llama

Inference code for Llama models

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scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

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vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

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pykan

Kolmogorov Arnold Networks

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tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

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latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

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qlora

QLoRA: Efficient Finetuning of Quantized LLMs

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taming-transformers

Taming Transformers for High-Resolution Image Synthesis

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gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

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MechanicalSoup

A Python library for automating interaction with websites.

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efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

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vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

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Medusa

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

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consistencydecoder

Consistency Distilled Diff VAE

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prm800k

800,000 step-level correctness labels on LLM solutions to MATH problems

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chat-dataset-baseline

人工精调的中文对话数据集和一段chatglm的微调代码

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VQ-Diffusion

Official implementation of VQ-Diffusion

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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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bigcode-evaluation-harness

A framework for the evaluation of autoregressive code generation language models.

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PyDrive2

Google Drive API Python wrapper library. Maintained fork of PyDrive.

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gpt_paper_assistant

GPT4 based personalized ArXiv paper assistant bot

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Slurm_tools

My tools for the Slurm HPC workload manager

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google-this

A simple yet powerful module to retrieve organic search results and much more from Google.

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01-unraveling-the-jpeg

Source code for Unraveling the JPEG

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jpeg-python

JPEG encoder/decoder written in Python

goat

a Fine-tuned LLaMA that is Good at Arithmetic Tasks

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