deepspeedai / Megatron-DeepSpeedLinks
Ongoing research training transformer language models at scale, including: BERT & GPT-2
☆2,203Updated 4 months ago
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☆1,426Updated last year
- The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.☆1,462Updated this week
- Best practice for training LLaMA models in Megatron-LM☆664Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,081Updated 5 months ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆2,993Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,307Updated 9 months ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,849Updated this week
- A fast MoE impl for PyTorch☆1,822Updated 10 months ago
- Efficient Training (including pre-training and fine-tuning) for Big Models☆614Updated last month
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,234Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,386Updated 4 months ago
- Transformer related optimization, including BERT, GPT☆6,365Updated last year
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆948Updated last month
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆998Updated last year
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,784Updated this week
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,570Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,289Updated 7 months ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,874Updated last year
- Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs☆896Updated 2 weeks ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,669Updated last year
- Fast inference from large lauguage models via speculative decoding☆865Updated last year
- Scalable toolkit for efficient model alignment☆847Updated 2 months ago
- FlashInfer: Kernel Library for LLM Serving☆4,195Updated this week
- LongBench v2 and LongBench (ACL 25'&24')☆1,038Updated 10 months ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,614Updated 2 years ago
- Ring attention implementation with flash attention☆937Updated 3 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,644Updated last year
- distributed trainer for LLMs☆584Updated last year
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,006Updated last year
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆940Updated last week