NVIDIA / Megatron-LM
Ongoing research training transformer models at scale
☆10,480Updated this week
Related projects ⓘ
Alternatives and complementary repositories for Megatron-LM
- Transformer related optimization, including BERT, GPT☆5,871Updated 7 months ago
- Train transformer language models with reinforcement learning.☆9,967Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆7,911Updated this week
- Fast and memory-efficient exact attention☆14,109Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆6,244Updated this week
- PyTorch extensions for high performance and large scale training.☆3,187Updated 2 months ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆35,365Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆16,354Updated this week
- Development repository for the Triton language and compiler☆13,311Updated this week
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Auto…☆12,054Updated this week
- A framework for few-shot evaluation of language models.☆6,904Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆8,612Updated this week
- BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)☆6,919Updated last year
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,160Updated last month
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,884Updated 3 weeks ago
- TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain…☆8,604Updated this week
- Unsupervised text tokenizer for Neural Network-based text generation.☆10,252Updated last week
- Example models using DeepSpeed☆6,069Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆29,785Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,392Updated last week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆20,122Updated last week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆30,468Updated 3 weeks ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆10,661Updated 2 months ago
- RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best…☆12,630Updated last week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,650Updated 3 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,500Updated 10 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,028Updated 4 months ago
- Large Language Model Text Generation Inference☆9,011Updated this week
- Training and serving large-scale neural networks with auto parallelization.☆3,073Updated 11 months ago
- Repo for external large-scale work☆6,513Updated 6 months ago