NVIDIA / Megatron-LM
Ongoing research training transformer models at scale
β11,269Updated this week
Alternatives and similar repositories for Megatron-LM:
Users that are interested in Megatron-LM are comparing it to the libraries listed below
- Transformer related optimization, including BERT, GPTβ6,003Updated 10 months ago
- Fast and memory-efficient exact attentionβ15,318Updated this week
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β8,272Updated this week
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β17,165Updated this week
- PyTorch extensions for high performance and large scale training.β3,247Updated 3 weeks ago
- Accessible large language models via k-bit quantization for PyTorch.β6,608Updated this week
- Train transformer language models with reinforcement learning.β11,140Updated this week
- Unsupervised text tokenizer for Neural Network-based text generation.β10,558Updated last week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ20,673Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β36,587Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.β8,974Updated this week
- Development repository for the Triton language and compilerβ14,294Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorchβ8,525Updated this week
- Example models using DeepSpeedβ6,255Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2β1,973Updated last month
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β11,232Updated last month
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,218Updated 7 months ago
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Autoβ¦β13,030Updated this week
- TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that containβ¦β9,317Updated this week
- An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed librariesβ7,078Updated last week
- A framework for few-shot evaluation of language models.β7,653Updated this week
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"β6,255Updated 4 months ago
- β4,056Updated 8 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMsβ36,497Updated this week
- Large Language Model Text Generation Inferenceβ9,710Updated this week
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterβ¦β13,900Updated 5 months ago
- A library for efficient similarity search and clustering of dense vectors.β32,789Updated this week
- Repo for external large-scale workβ6,519Updated 9 months ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.β4,666Updated 2 weeks ago
- BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)β7,113Updated last year