Ongoing research training transformer language models at scale, including: BERT & GPT-2
☆2,236Aug 14, 2025Updated 7 months ago
Alternatives and similar repositories for Megatron-DeepSpeed
Users that are interested in Megatron-DeepSpeed are comparing it to the libraries listed below
Sorting:
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,438Mar 20, 2024Updated 2 years ago
- Ongoing research training transformer models at scale☆15,744Updated this week
- Example models using DeepSpeed☆6,807Mar 4, 2026Updated 2 weeks ago
- Best practice for training LLaMA models in Megatron-LM☆664Jan 2, 2024Updated 2 years ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,869Updated this week
- The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.☆1,538Dec 15, 2025Updated 3 months ago
- Fast and memory-efficient exact attention☆22,832Updated this week
- Transformer related optimization, including BERT, GPT☆6,397Mar 27, 2024Updated last year
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,231Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,101Jun 30, 2025Updated 8 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,191Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆69Jul 20, 2023Updated 2 years ago
- verl: Volcano Engine Reinforcement Learning for LLMs☆19,919Updated this week
- Train transformer language models with reinforcement learning.☆17,697Updated this week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,739Jan 8, 2024Updated 2 years ago
- PyTorch extensions for high performance and large scale training.☆3,403Apr 26, 2025Updated 10 months ago
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,120Updated this week
- Ring attention implementation with flash attention☆996Sep 10, 2025Updated 6 months ago
- A framework for few-shot evaluation of language models.☆11,704Mar 5, 2026Updated 2 weeks ago
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,373Updated this week
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,286Oct 16, 2024Updated last year
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,809Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,958Updated this week
- Zero Bubble Pipeline Parallelism☆451May 7, 2025Updated 10 months ago
- Scalable toolkit for efficient model alignment☆851Oct 6, 2025Updated 5 months ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆649Jan 15, 2026Updated 2 months ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆24,829Updated this week
- A fast MoE impl for PyTorch☆1,846Feb 10, 2025Updated last year
- Minimalistic large language model 3D-parallelism training☆2,617Feb 19, 2026Updated last month
- Making large AI models cheaper, faster and more accessible☆41,362Updated this week
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,010Jul 29, 2024Updated last year
- OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, …☆6,765Updated this week
- Development repository for the Triton language and compiler☆18,708Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,052Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆73,479Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,563Updated this week
- Microsoft Automatic Mixed Precision Library☆635Dec 1, 2025Updated 3 months ago
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models☆1,900Jan 16, 2024Updated 2 years ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,929Dec 7, 2024Updated last year