Alternatives and similar repositories for ultrascale-playbook-zh

Users that are interested in ultrascale-playbook-zh are comparing it to the libraries listed below

• openmlsys / openmlsys-cuda
  Tutorials for writing high-performance GPU operators in AI frameworks.
  ☆130Updated last year
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆92Updated last week
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆55Updated 10 months ago
• ailzhang / EfficientPyTorch
  Code release for book "Efficient Training in PyTorch"
  ☆66Updated last month
• feifeibear / LLMRoofline
  Compare different hardware platforms via the Roofline Model for LLM inference tasks.
  ☆100Updated last year
• madsys-dev / deepseekv2-profile
  ☆138Updated 3 months ago
• infinigence / Semi-PD
  A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.
  ☆81Updated 2 weeks ago
• InternLM / Awesome-LLM-Training-System
  ☆36Updated 10 months ago
• OpenPPL / ppl.nn.llm
  ☆139Updated last year
• caiwanxianhust / FasterLLaMA
  使用 CUDA C++ 实现的 llama 模型推理框架
  ☆57Updated 6 months ago
• InternLM / turbomind
  ☆85Updated 2 months ago
• xlite-dev / HGEMM
  ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
  ☆79Updated 3 weeks ago
• weishengying / tiny-flash-attention
  使用 cutlass 实现 flash-attention 精简版，具有教学意义
  ☆41Updated 9 months ago
• hyperai / triton-cn
  Triton Documentation in Chinese Simplified / Triton 中文文档
  ☆71Updated last month
• AlibabaPAI / FLASHNN
  ☆96Updated 8 months ago
• DD-DuDa / Cute-Learning
  Examples of CUDA implementations by Cutlass CuTe
  ☆188Updated 4 months ago
• weishengying / cutlass_flash_atten_fp8
  使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention
  ☆68Updated 9 months ago
• intelligent-machine-learning / atorch
  An industrial extension library of pytorch to accelerate large scale model training
  ☆36Updated last month
• xlite-dev / ffpa-attn
  📚FFPA(Split-D): Extend FlashAttention with Split-D for large headdim, O(1) GPU SRAM complexity, 1.8x~3x↑🎉 faster than SDPA EA.
  ☆184Updated 3 weeks ago
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆73Updated last week
• AyakaGEMM / Hands-on-GEMM
  ☆134Updated last year
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆124Updated 4 months ago
• pzhao-eng / FlashMLA
  ☆48Updated 3 weeks ago
• OpenPPL / ppl.llm.kernel.cuda
  ☆148Updated 4 months ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆132Updated last month
• Ascend / AscendSpeed
  ☆79Updated last year
• CalebDu / Awesome-Cute
  ☆73Updated 3 weeks ago
• modelscope / dash-infer
  DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …
  ☆254Updated last week
• shishishu / LLM-Inference-Acceleration
  LLM Inference with Deep Learning Accelerator.
  ☆40Updated 4 months ago
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆125Updated 5 months ago