Alternatives and similar repositories for profiler-workshop:

Users that are interested in profiler-workshop are comparing it to the libraries listed below

• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆211Updated this week
• kssteven418 / BigLittleDecoder
  [NeurIPS'23] Speculative Decoding with Big Little Decoder
  ☆88Updated 11 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆152Updated 6 months ago
• stanford-futuredata / stk
  ☆96Updated 4 months ago
• pytorch-labs / float8_experimental
  This repository contains the experimental PyTorch native float8 training UX
  ☆219Updated 5 months ago
• RulinShao / LightSeq
  Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
  ☆204Updated 5 months ago
• foundation-model-stack / foundation-model-stack
  🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.
  ☆182Updated this week
• shadowpa0327 / Palu
  Code for Palu: Compressing KV-Cache with Low-Rank Projection
  ☆63Updated 2 months ago
• SqueezeBits / QUICK
  QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
  ☆114Updated 10 months ago
• microsoft / SparTA
  ☆134Updated 5 months ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆195Updated last year
• gpu-mode / triton-index
  Cataloging released Triton kernels.
  ☆156Updated last week
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆291Updated 6 months ago
• jy-yuan / KIVI
  [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
  ☆264Updated 3 months ago
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆37Updated 2 years ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆64Updated 4 months ago
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆189Updated last year
• zinccat / Awesome-Triton-Kernels
  Collection of kernels written in Triton language
  ☆90Updated 2 months ago
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆234Updated last month
• d-matrix-ai / keyformer-llm
  ☆51Updated 9 months ago
• IntelLabs / FP8-Emulation-Toolkit
  PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
  ☆103Updated last month
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆84Updated 2 weeks ago
• Raincleared-Song / sparse_gpu_operator
  GPU operators for sparse tensor operations
  ☆30Updated 10 months ago
• FasterDecoding / SnapKV
  ☆212Updated 8 months ago
• ColfaxResearch / cutlass-kernels
  ☆178Updated 6 months ago
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆230Updated 2 months ago
• thu-pacman / FasterMoE
  ☆72Updated 2 years ago
• zhangsichengsjtu / AFPQ
  AFPQ code implementation
  ☆19Updated last year
• TorchMoE / MoE-Infinity
  PyTorch library for cost-effective, fast and easy serving of MoE models.
  ☆112Updated last month
• shawntan / scattermoe
  Triton-based implementation of Sparse Mixture of Experts.
  ☆192Updated last month