Alternatives and similar repositories for Awesome-Resource-Efficient-LLM-Papers

Users that are interested in Awesome-Resource-Efficient-LLM-Papers are comparing it to the libraries listed below

• UbiquitousLearning / Efficient_Foundation_Model_Survey
  Survey Paper List - Efficient LLM and Foundation Models
  ☆259Updated last year
• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆279Updated 2 months ago
• UbiquitousLearning / Paper-list-resource-efficient-large-language-model
  ☆102Updated last year
• pprp / Awesome-LLM-Quantization
  Awesome list for LLM quantization
  ☆371Updated 2 months ago
• TreeAI-Lab / Awesome-KV-Cache-Management
  This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…
  ☆259Updated 3 weeks ago
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆404Updated 9 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆139Updated this week
• liyunqianggyn / Awesome-LLMs-Pruning
  Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
  ☆142Updated 4 months ago
• falcon-xu / early-exit-papers
  A curated list of early exiting (LLM, CV, NLP, etc)
  ☆69Updated last year
• hemingkx / Spec-Bench
  Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
  ☆346Updated 8 months ago
• dilab-zju / self-speculative-decoding
  Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
  ☆213Updated 10 months ago
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆325Updated 2 months ago
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆627Updated 2 months ago
• LiuXiaoxuanPKU / OSD
  ☆63Updated last year
• withinmiaov / A-Survey-on-Mixture-of-Experts-in-LLMs
  [TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".
  ☆471Updated 5 months ago
• zcli-charlie / Awesome-KV-Cache
  ☆84Updated last year
• FMInference / H2O
  [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.
  ☆494Updated last year
• FMInference / DejaVu
  ☆351Updated last year
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆93Updated 2 years ago
• henryzhongsc / longctx_bench
  Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…
  ☆87Updated 10 months ago
• FasterDecoding / SnapKV
  ☆296Updated 5 months ago
• jy-yuan / KIVI
  [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
  ☆345Updated last month
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆66Updated 9 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆175Updated last year
• lucidrains / speculative-decoding
  Explorations into some recent techniques surrounding speculative decoding
  ☆295Updated last year
• romsto / Speculative-Decoding
  Implementation of the paper Fast Inference from Transformers via Speculative Decoding, Leviathan et al. 2023.
  ☆93Updated last year
• shadowpa0327 / Palu
  [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection
  ☆151Updated 10 months ago
• FFY0 / AdaKV
  The Official Implementation of Ada-KV [NeurIPS 2025]
  ☆120Updated last month
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆38Updated last year
• SNU-ARC / any-precision-llm
  [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
  ☆122Updated 5 months ago