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ldwang's Projects

ms-amp icon ms-amp

Microsoft Automatic Mixed Precision Library

mup icon mup

maximal update parametrization (µP)

mutransformers icon mutransformers

some common Huggingface transformers in maximal update parametrization (µP)

nbce icon nbce

Naive Bayes-based Context Extension

nemo icon nemo

NeMo: a toolkit for conversational AI

nvtop icon nvtop

GPUs process monitoring for AMD, Intel and NVIDIA

open-llama icon open-llama

The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.

openagents icon openagents

OpenAgents: An Open Platform for Language Agents in the Wild

openchat icon openchat

OpenChat: Advancing Open-source Language Models with Imperfect Data

openllama2 icon openllama2

A Ray-based High-performance LLaMA2 RLHF framework

palm-rlhf-pytorch icon palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

pandallm icon pandallm

Panda: 海外中文开源大语言模型,基于 Llama-7B, -13B, -33B, -65B 进行中文领域上的持续预训练。

qwen-agent icon qwen-agent

Agent framework and applications built upon Qwen, featuring Code Interpreter and Chrome browser extension.

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

s4 icon s4

Structured state space sequence models

science-llm icon science-llm

A large-scale language model for scientific domain, trained on redpajama arXiv split

simctg icon simctg

[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation

stanford_alpaca icon stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

tensorrt-llm icon tensorrt-llm

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

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