Alternatives and similar repositories for Dive-into-Big-Model-Training:

Users that are interested in Dive-into-Big-Model-Training are comparing it to the libraries listed below

• RulinShao / LightSeq
  Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training
  ☆209Updated 8 months ago
• thu-pacman / FasterMoE
  ☆82Updated 3 years ago
• shawntan / scattermoe
  Triton-based implementation of Sparse Mixture of Experts.
  ☆210Updated 4 months ago
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆120Updated 3 months ago
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆262Updated 10 months ago
• feifeibear / Odysseus-Transformer
  Odysseus: Playground of LLM Sequence Parallelism
  ☆68Updated 10 months ago
• stanford-futuredata / stk
  ☆103Updated 8 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆77Updated last week
• cli99 / llm-analysis
  Latency and Memory Analysis of Transformer Models for Training and Inference
  ☆403Updated last week
• anyscale / llm-continuous-batching-benchmarks
  ☆117Updated last year
• sail-sg / zero-bubble-pipeline-parallelism
  Zero Bubble Pipeline Parallelism
  ☆383Updated 2 weeks ago
• Hsword / Hetu
  A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …
  ☆110Updated last year
• dilab-zju / self-speculative-decoding
  Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
  ☆183Updated 2 months ago
• haochengxi / Train_Transformers_with_INT4
  ☆147Updated last year
• hpcaitech / TensorNVMe
  A Python library transfers PyTorch tensors between CPU and NVMe
  ☆113Updated 4 months ago
• FasterDecoding / REST
  REST: Retrieval-Based Speculative Decoding, NAACL 2024
  ☆199Updated 4 months ago
• foundation-model-stack / foundation-model-stack
  🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.
  ☆192Updated this week
• feifeibear / long-context-attention
  USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference
  ☆477Updated this week
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆81Updated 5 months ago
• hpcaitech / PaLM-colossalai
  Scalable PaLM implementation of PyTorch
  ☆190Updated 2 years ago
• MayDomine / Seq1F1B
  Sequence-level 1F1B schedule for LLMs.
  ☆17Updated 10 months ago
• FMInference / DejaVu
  ☆313Updated last year
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆305Updated 9 months ago
• NVlabs / COAT
  [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training
  ☆184Updated last week
• InternLM / turbomind
  ☆82Updated last month
• kssteven418 / BigLittleDecoder
  [NeurIPS'23] Speculative Decoding with Big Little Decoder
  ☆90Updated last year
• CalvinXKY / mfu_calculation
  A simple calculation for LLM MFU.
  ☆36Updated last month
• epfml / dynamic-sparse-flash-attention
  ☆143Updated last year
• Ascend / AscendSpeed
  ☆78Updated last year
• alexzhang13 / flashattention2-custom-mask
  Triton implementation of FlashAttention2 that adds Custom Masks.
  ☆109Updated 8 months ago