deepspeedai / Megatron-DeepSpeedLinks
Ongoing research training transformer language models at scale, including: BERT & GPT-2
☆2,166Updated last month
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☆1,420Updated last year
- The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.☆1,361Updated last week
- Best practice for training LLaMA models in Megatron-LM☆661Updated last year
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,192Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,063Updated 3 months ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,281Updated 7 months ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,763Updated this week
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,836Updated this week
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,512Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,289Updated 2 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,253Updated 4 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,634Updated this week
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,635Updated last year
- Efficient Training (including pre-training and fine-tuning) for Big Models☆610Updated last month
- Transformer related optimization, including BERT, GPT☆6,321Updated last year
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,005Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆992Updated 10 months ago
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆926Updated 3 weeks ago
- A fast MoE impl for PyTorch☆1,800Updated 7 months ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,616Updated 2 years ago
- Fast inference from large lauguage models via speculative decoding☆829Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,613Updated last year
- Scalable toolkit for efficient model alignment☆842Updated 2 months ago
- A PyTorch Native LLM Training Framework☆872Updated 3 weeks ago
- Fast Inference Solutions for BLOOM☆565Updated 11 months ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,854Updated last year
- LongBench v2 and LongBench (ACL 25'&24')☆977Updated 8 months ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,605Updated last year
- FlashInfer: Kernel Library for LLM Serving☆3,861Updated this week
- Measuring Massive Multitask Language Understanding | ICLR 2021☆1,502Updated 2 years ago