deepspeedai / Megatron-DeepSpeedLinks
Ongoing research training transformer language models at scale, including: BERT & GPT-2
☆2,142Updated last week
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☆1,411Updated last year
- The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.☆1,298Updated last week
- Best practice for training LLaMA models in Megatron-LM☆660Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,046Updated last month
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,166Updated last year
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,510Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,272Updated 5 months ago
- A fast MoE impl for PyTorch☆1,777Updated 6 months ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,645Updated last week
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,819Updated 2 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,207Updated last month
- Efficient Training (including pre-training and fine-tuning) for Big Models☆604Updated 2 months ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,472Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,599Updated last year
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.☆1,480Updated last week
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 FP8/NVFP4/MXFP4☆891Updated last week
- Transformer related optimization, including BERT, GPT☆6,274Updated last year
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,006Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,227Updated 3 months ago
- Fast Inference Solutions for BLOOM☆564Updated 10 months ago
- A PyTorch Native LLM Training Framework☆861Updated last month
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,619Updated last year
- FlashInfer: Kernel Library for LLM Serving☆3,571Updated this week
- Scalable toolkit for efficient model alignment☆837Updated 3 weeks ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆981Updated 8 months ago
- LongBench v2 and LongBench (ACL 25'&24')☆944Updated 7 months ago
- Fast inference from large lauguage models via speculative decoding☆802Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,850Updated last year
- distributed trainer for LLMs☆578Updated last year
- PyTorch extensions for high performance and large scale training.☆3,361Updated 3 months ago