NVIDIA / Megatron-LMLinks
Ongoing research training transformer models at scale
β14,798Updated this week
Alternatives and similar repositories for Megatron-LM
Users that are interested in Megatron-LM are comparing it to the libraries listed below
Sorting:
- Transformer related optimization, including BERT, GPTβ6,378Updated last year
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,427Updated this week
- Fast and memory-efficient exact attentionβ21,516Updated this week
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β20,424Updated this week
- Train transformer language models with reinforcement learning.β16,915Updated this week
- Accessible large language models via k-bit quantization for PyTorch.β7,867Updated 3 weeks ago
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizatβ¦β12,588Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β41,159Updated this week
- PyTorch extensions for high performance and large scale training.β3,393Updated 8 months ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β13,122Updated last year
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Autoβ¦β16,450Updated this week
- Example models using DeepSpeedβ6,754Updated 3 weeks ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2β2,215Updated 4 months ago
- Hackable and optimized Transformers building blocks, supporting a composable construction.β10,257Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hβ¦β3,055Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.β22,190Updated this week
- A framework for few-shot evaluation of language models.β11,123Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.β10,189Updated last week
- Development repository for the Triton language and compilerβ18,041Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabiliβ¦β3,824Updated this week
- verl: Volcano Engine Reinforcement Learning for LLMsβ18,123Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)β8,750Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Accelerationβ3,410Updated 5 months ago
- Unsupervised text tokenizer for Neural Network-based text generation.β11,558Updated last week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.β7,491Updated this week
- π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimizationβ¦β3,237Updated 3 weeks ago
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"β6,471Updated 2 months ago
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,807Updated last year
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)β4,738Updated 2 years ago
- LightSeq: A High Performance Library for Sequence Processing and Generationβ3,303Updated 2 years ago