Alternatives and similar repositories for Megatron-DeepSpeed

Users that are interested in Megatron-DeepSpeed are comparing it to the libraries listed below

• deepspeedai / DeepSpeed-Kernels
  ☆71Updated 9 months ago
• hpcaitech / TensorNVMe
  A Python library transfers PyTorch tensors between CPU and NVMe
  ☆124Updated last year
• vedantroy / gpu_kernels
  ☆27Updated 2 years ago
• intel / intel-extension-for-deepspeed
  Intel® Extension for DeepSpeed* is an extension to DeepSpeed that brings feature support with SYCL kernels on Intel GPU(XPU) device. Note…
  ☆63Updated 6 months ago
• tridao / flash-attention-wheels
  ☆61Updated 2 years ago
• Infini-AI-Lab / MagicDec
  [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
  ☆136Updated last year
• IBM / triton-dejavu
  Framework to reduce autotune overhead to zero for well known deployments.
  ☆92Updated 3 months ago
• axonn-ai / axonn
  Parallel framework for training and fine-tuning deep neural networks
  ☆70Updated 2 months ago
• argonne-lcf / LLM-Inference-Bench
  LLM-Inference-Bench
  ☆56Updated 6 months ago
• casper-hansen / AutoAWQ_kernels
  ☆78Updated last year
• microsoft / tokenweave
  Efficient Compute-Communication Overlap for Distributed LLM Inference
  ☆68Updated 2 months ago
• project-etalon / etalon
  LLM Serving Performance Evaluation Harness
  ☆82Updated 10 months ago
• gau-nernst / quantized-training
  Explore training for quantized models
  ☆26Updated 6 months ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆91Updated last year
• tile-ai / tvm
  Open deep learning compiler stack for cpu, gpu and specialized accelerators
  ☆19Updated this week
• fw-ai / llama-cuda-graph-example
  Example of applying CUDA graphs to LLaMA-v2
  ☆12Updated 2 years ago
• stanford-futuredata / stk
  ☆115Updated last year
• InternLM / turbomind
  ☆96Updated 9 months ago
• ROCm / TransformerEngine
  ☆56Updated this week
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆140Updated 7 months ago
• tanyuqian / redco
  NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
  ☆69Updated last year
• groq / mlagility
  Machine Learning Agility (MLAgility) benchmark and benchmarking tools
  ☆40Updated 5 months ago
• anyscale / llm-continuous-batching-benchmarks
  ☆124Updated last year
• Bruce-Lee-LY / decoding_attention
  Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.
  ☆46Updated 7 months ago
• bentoml / llm-bench
  ☆56Updated last year
• graphcore-research / unit-scaling-demo
  Unit Scaling demo and experimentation code
  ☆16Updated last year
• hao-ai-lab / LookaheadReasoning
  [NeurIPS 2025] Scaling Speculative Decoding with Lookahead Reasoning
  ☆59Updated 2 months ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆85Updated 11 months ago
• SqueezeBits / QUICK
  QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
  ☆118Updated last year
• DataStates / datastates-llm
  LLM checkpointing for DeepSpeed/Megatron
  ☆23Updated last month