Alternatives and similar repositories for LLMRoofline

Users that are interested in LLMRoofline are comparing it to the libraries listed below

• InternLM / turbomind
  ☆92Updated 4 months ago
• madsys-dev / deepseekv2-profile
  ☆145Updated 5 months ago
• AlibabaPAI / FLASHNN
  ☆96Updated 10 months ago
• infinigence / Semi-PD
  A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.
  ☆103Updated 2 months ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆154Updated last month
• vllm-project / flash-attention
  Fast and memory-efficient exact attention
  ☆82Updated last week
• OpenPPL / ppl.llm.serving
  ☆128Updated 7 months ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆128Updated 6 months ago
• flashinfer-ai / cutlass-viz
  ☆60Updated 3 months ago
• microsoft / chunk-attention
  ☆78Updated 3 months ago
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆61Updated last year
• stepfun-ai / StepMesh
  ☆209Updated this week
• OpenPPL / ppl.llm.kernel.cuda
  ☆149Updated 6 months ago
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆94Updated 3 weeks ago
• thunlp / Seq1F1B
  Sequence-level 1F1B schedule for LLMs.
  ☆29Updated last month
• CalvinXKY / mfu_calculation
  A simple calculation for LLM MFU.
  ☆42Updated 5 months ago
• InternLM / Awesome-LLM-Training-System
  ☆42Updated 11 months ago
• xlite-dev / HGEMM
  ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
  ☆93Updated 2 months ago
• CalebDu / Awesome-Cute
  ☆89Updated 2 months ago
• HandH1998 / QQQ
  QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.
  ☆137Updated 3 months ago
• ademeure / DeeperGEMM
  DeeperGEMM: crazy optimized version
  ☆71Updated 2 months ago
• sunkx109 / GPUs-Specs
  Summary of the Specs of Commonly Used GPUs for Training and Inference of LLM
  ☆55Updated this week
• WukLab / preble
  Stateful LLM Serving
  ☆77Updated 4 months ago
• 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.
  ☆40Updated last month
• LoongServe / LoongServe
  ☆109Updated 8 months ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆216Updated last year
• OpenPPL / ppl.nn.llm
  ☆139Updated last year
• Ascend / triton-ascend
  Triton adapter for Ascend. Mirror of https://gitee.com/ascend/triton-ascend
  ☆61Updated last week
• alibaba / easydist
  Automated Parallelization System and Infrastructure for Multiple Ecosystems
  ☆79Updated 8 months ago
• Bruce-Lee-LY / flash_attention_inference
  Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.
  ☆39Updated 5 months ago