Repository Index

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

• deep-learning
• pytorch
• gpu
• machine-learning

Making large AI models cheaper, faster and more accessible

• deep-learning
• hpc
• large-scale
• data-parallelism

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

• python
• deep-learning
• artificial-intelligence
• ai

Ongoing research training transformer models at scale

• large-language-models
• model-para
• transformers

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).

• llm
• lora
• sft
• multimodal

Python package built to ease deep learning on graph, on top of existing DL frameworks.

• deep-learning
• graph-neural-networks

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

• ai
• artificial-intelligence
• deep-learning
• large-language-models

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

• nlp
• embedding
• bert
• ernie

PaddleFormers is an easy-to-use library of pre-trained large language model zoo based on PaddlePaddle.

• model

Go ahead and axolotl questions

• fine-tuning
• llm

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

• tensorflow
• deep-learning
• reinforcement-learning
• neural-networks

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

• tensorflow
• spark
• yahoo
• machine-learning

An open-source framework for machine learning and other computations on decentralized data.

A production-grade, high-efficiency Agentic RL framework for frontier LLMs with validated recipes.