Alternatives and similar repositories for LLaMA2-7B-on-laptop

Users that are interested in LLaMA2-7B-on-laptop are comparing it to the libraries listed below

• yifanlu0227 / MIT-6.5940
  All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai
  ☆182Updated last year
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆134Updated last week
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆296Updated 2 weeks ago
• JackonYang / hands-on-tvm
  hands on model tuning with TVM and profile it on a Mac M1, x86 CPU, and GTX-1080 GPU.
  ☆50Updated 2 years ago
• Ther-nullptr / circult-eda-mlsys-tinyml-arxiv-daily
  🎓Automatically Update circult-eda-mlsys-tinyml Papers Daily using Github Actions (Update Every 8th hours)
  ☆10Updated this week
• ArthurinRUC / cutlass-notes
  From Minimal GEMM to Everything
  ☆67Updated 3 weeks ago
• PKU-SEC-Lab / AdapMoE
  Code release for AdapMoE accepted by ICCAD 2024
  ☆34Updated 6 months ago
• goliaro / specinfer-ae
  ☆24Updated last year
• yifu-ding / BGEMM-CUDA
  This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!
  ☆17Updated last year
• mit-han-lab / parallel-computing-tutorial
  ☆176Updated 2 years ago
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆111Updated 3 months ago
• ranggihwang / Pregated_MoE
  ☆55Updated last year
• SJTU-ReArch-Group / Paper-Reading-List
  ☆131Updated 2 weeks ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆222Updated 2 years ago
• xxyux / SpInfer
  SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
  ☆59Updated 7 months ago
• infinigence / SpecEE
  Repo for SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting (ISCA25)
  ☆66Updated 6 months ago
• DD-DuDa / Cute-Learning
  Examples of CUDA implementations by Cutlass CuTe
  ☆246Updated 4 months ago
• clevercool / ANT-Quantization
  ☆111Updated last year
• 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…
  ☆278Updated 8 months ago
• DD-DuDa / BitLadder
  A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.
  ☆61Updated 2 weeks ago
• PrincetonUniversity / LLMCompass
  ☆199Updated 2 weeks ago
• microsoft / SparTA
  ☆158Updated last year
• PKUFlyingPig / MIT6.5940_TinyML
  Course materials for MIT6.5940: TinyML and Efficient Deep Learning Computing
  ☆60Updated 10 months ago
• KnowingNothing / MatmulTutorial
  A Easy-to-understand TensorOp Matmul Tutorial
  ☆389Updated 3 weeks ago
• snu-comparch / InfiniGen
  InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)
  ☆157Updated last year
• yinuotxie / Efficient-LLM-Inferencing-on-GPUs
  Penn CIS 5650 (GPU Programming and Architecture) Final Project
  ☆45Updated last year
• pprp / Awesome-LLM-Quantization
  Awesome list for LLM quantization
  ☆334Updated 3 weeks ago
• naver-aics / lut-gemm
  ☆80Updated last year
• l1nkr / DL-Compiler-Navigation
  Machine Learning Compiler Road Map
  ☆45Updated 2 years ago
• SNU-ARC / any-precision-llm
  [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
  ☆121Updated 4 months ago