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  1. NVIDIA/Megatron-LM NVIDIA/Megatron-LM Public

    Ongoing research training transformer models at scale

    Python 10.5k 2.3k

  2. NVIDIA/TransformerEngine NVIDIA/TransformerEngine Public

    A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilizatio…

    Python 1.9k 321

  3. lit-llama lit-llama Public

    Forked from Lightning-AI/lit-llama

    Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

    Python

  4. huggingface/accelerate huggingface/accelerate Public

    🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

    Python 7.9k 964

  5. state-spaces/mamba state-spaces/mamba Public

    Mamba SSM architecture

    Python 13.1k 1.1k

  6. NVIDIA/NeMo NVIDIA/NeMo Public

    A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

    Python 12k 2.5k