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MAKOTO's Projects

accelerate icon accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

chinese-llama-alpaca-2 icon chinese-llama-alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

dongwullm icon dongwullm

This is the codebase for pre-training, compressing, extending, and distilling LLMs with Megatron-LM.

fastchat icon fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

k8s-vgpu-scheduler icon k8s-vgpu-scheduler

OpenAIOS vGPU device plugin for Kubernetes is originated from the OpenAIOS project to virtualize GPU device memory, in order to allow applications to access larger memory space than its physical capacity. It is designed for ease of use of extended device memory for AI workloads.

llama-moe icon llama-moe

⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training

llama.go icon llama.go

llama.go is like llama.cpp in pure Golang!

llava-pp icon llava-pp

🔥🔥 LLaVA++: Extending LLaVA with Phi-3 and LLaMA-3 (LLaVA LLaMA-3, LLaVA Phi-3)

llm-pruner icon llm-pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.

llm-shearing icon llm-shearing

[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

mixture-of-experts icon mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

ms-dos icon ms-dos

The original sources of MS-DOS 1.25, 2.0, and 4.0 for reference purposes

open-sora icon open-sora

Open-Sora: Democratizing Efficient Video Production for All

promptulate_new icon promptulate_new

A large language model automation and Autonomous Language Agents development framework. Build your LLM Agent Application in a pythonic way!

pruning-llms icon pruning-llms

The framework to prune LLMs to any size and any config.

xllm icon xllm

🦖 X—LLM: Cutting Edge & Easy LLM Finetuning

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