Alternatives and similar repositories for Needle

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

• InternLM / turbomind
  ☆87Updated 3 months ago
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆96Updated last week
• SiriusNEO / Triton-Puzzles-Lite
  Puzzles for learning Triton, play it with minimal environment configuration!
  ☆367Updated 6 months ago
• gpu-mode / triton-index
  Cataloging released Triton kernels.
  ☆238Updated 5 months ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆125Updated 5 months ago
• Sunt-ing / stick
  A PyTorch-like deep learning framework. Just for fun.
  ☆157Updated last year
• mit-han-lab / parallel-computing-tutorial
  ☆170Updated last year
• 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.
  ☆38Updated 2 weeks ago
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆87Updated 6 months ago
• openmlsys / openmlsys-cuda
  Tutorials for writing high-performance GPU operators in AI frameworks.
  ☆130Updated last year
• ailzhang / EfficientPyTorch
  Code release for book "Efficient Training in PyTorch"
  ☆69Updated 2 months ago
• PKUFlyingPig / CMU10-714
  Learning material for CMU10-714: Deep Learning System
  ☆256Updated last year
• microsoft / vattention
  Dynamic Memory Management for Serving LLMs without PagedAttention
  ☆397Updated 3 weeks ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆143Updated last week
• pzhao-eng / FlashMLA
  ☆48Updated last month
• interestingLSY / CUDA-From-Correctness-To-Performance-Code
  Codes & examples for "CUDA - From Correctness to Performance"
  ☆100Updated 8 months ago
• xlite-dev / HGEMM
  ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
  ☆80Updated last month
• gpu-mode / ring-attention
  ring-attention experiments
  ☆144Updated 8 months ago
• nvixnu / pmpp__programming_massively_parallel_processors
  Examples and exercises from the book Programming Massively Parallel Processors - A Hands-on Approach. David B. Kirk and Wen-mei W. Hwu (T…
  ☆69Updated 4 years ago
• tspeterkim / paged-attention-minimal
  a minimal cache manager for PagedAttention, on top of llama3.
  ☆92Updated 10 months ago
• 66RING / tiny-flash-attention
  flash attention tutorial written in python, triton, cuda, cutlass
  ☆377Updated last month
• xlite-dev / ffpa-attn
  ⚡️FFPA: Extend FlashAttention-2 with Split-D, achieve ~O(1) SRAM complexity for large headdim, 1.8x~3x↑ vs SDPA.
  ☆186Updated last month
• CalvinXKY / mfu_calculation
  A simple calculation for LLM MFU.
  ☆38Updated 3 months ago
• iclementine / optimize_softmax
  Optimize softmax in triton in many cases
  ☆21Updated 9 months ago
• ColfaxResearch / cutlass-kernels
  ☆212Updated 11 months ago
• KnowingNothing / MatmulTutorial
  A Easy-to-understand TensorOp Matmul Tutorial
  ☆364Updated 9 months ago
• MDK8888 / vllmini
  A minimal implementation of vllm.
  ☆44Updated 11 months ago
• galeselee / Awesome_LLM_System-PaperList
  Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…
  ☆255Updated 3 months ago
• interestingLSY / swiftLLM
  A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …
  ☆224Updated 2 weeks ago
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆77Updated 3 weeks ago