Alternatives and similar repositories for llm-deploy

Users that are interested in llm-deploy are comparing it to the libraries listed below

• OpenPPL / ppl.llm.kernel.cuda
  ☆148Updated 4 months ago
• OpenPPL / ppl.nn.llm
  ☆139Updated last year
• OpenPPL / ppl.llm.serving
  ☆127Updated 5 months ago
• CalvinXKY / BasicCUDA
  A tutorial for CUDA&PyTorch
  ☆142Updated 4 months ago
• openmlsys / openmlsys-cuda
  Tutorials for writing high-performance GPU operators in AI frameworks.
  ☆130Updated last year
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆92Updated last week
• InfiniTensor / RefactorGraph
  分层解耦的深度学习推理引擎
  ☆73Updated 3 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.
  ☆37Updated 3 months ago
• caiwanxianhust / FasterLLaMA
  使用 CUDA C++ 实现的 llama 模型推理框架
  ☆57Updated 6 months ago
• HeKun-NVIDIA / AI-Blog
  Collection of blogs on AI development
  ☆19Updated 6 months ago
• OpenPPL / ppl.pmx
  ☆58Updated 6 months ago
• feifeibear / LLMRoofline
  Compare different hardware platforms via the Roofline Model for LLM inference tasks.
  ☆100Updated last year
• xlite-dev / HGEMM
  ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
  ☆79Updated 3 weeks ago
• AlibabaPAI / FLASHNN
  ☆96Updated 8 months ago
• TRT2022 / trtllm-llama
  ☢️ TensorRT 2023复赛——基于TensorRT-LLM的Llama模型推断加速优化
  ☆48Updated last year
• YuxueYang1204 / CudaDemo
  Implement custom operators in PyTorch with cuda/c++
  ☆62Updated 2 years ago
• AyakaGEMM / Hands-on-GEMM
  ☆134Updated last year
• BBuf / tensorrt-llm-moe
  ☆29Updated 4 months ago
• JieRen98 / SGEMM-SASS-Annotation
  ☆21Updated 4 years ago
• tlc-pack / libflash_attn
  Standalone Flash Attention v2 kernel without libtorch dependency
  ☆110Updated 8 months ago
• Rayrtfr / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆17Updated last year
• MARD1NO / CUDA-PPT
  ☆93Updated 2 months 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
• iclementine / optimize_softmax
  Optimize softmax in triton in many cases
  ☆21Updated 9 months ago
• DD-DuDa / Cute-Learning
  Examples of CUDA implementations by Cutlass CuTe
  ☆190Updated 4 months ago
• gfvvz / triton-learning-materials
  Triton Compiler related materials.
  ☆29Updated 5 months ago
• NVIDIA / online-softmax
  Benchmark code for the "Online normalizer calculation for softmax" paper
  ☆94Updated 6 years ago
• CalebDu / Awesome-Cute
  ☆73Updated 3 weeks 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
• BBuf / how-to-optimize-gemm
  ☆96Updated 3 years ago