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Tom pei's Projects

colossalai icon colossalai

Making large AI models cheaper, faster and more accessible

csghub icon csghub

CSGHub is an opensource large model assets platform just like on-premise huggingface which helps to manage datasets, model files, codes and more. CSGHub是一个开源、可信的大模型资产管理平台,可帮助用户治理LLM和LLM应用生命周期中涉及到的资产(数据集、模型文件、代码等)。CSGHub提供类似私有化的Huggingface功能,以类似OpenStack Glance管理虚拟机镜像、Harbor管理容器镜像以及Sonatype Nexus管理制品的方式,实现对LLM资产的管理。欢迎关注反馈和Star⭐️

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

litgpt icon litgpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

next-gpt icon next-gpt

Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model

open-sora icon open-sora

Building your own video generation model like OpenAI's Sora

pysyft icon pysyft

A library for encrypted, privacy preserving machine learning

rayfed icon rayfed

A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.

starcoder icon starcoder

Home of StarCoder: fine-tuning & inference!

tinyllama icon tinyllama

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

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