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

• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆212Updated 3 months ago
• UbiquitousLearning / Efficient_Foundation_Model_Survey
  Survey Paper List - Efficient LLM and Foundation Models
  ☆240Updated 6 months ago
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆238Updated 2 weeks 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…
  ☆67Updated 3 weeks 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…
  ☆233Updated 2 weeks ago
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆346Updated last week
• 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…
  ☆80Updated last month
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆85Updated last year
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆52Updated last month
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆106Updated last month
• hemingkx / Spec-Bench
  Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
  ☆241Updated this week
• FMInference / DejaVu
  ☆310Updated 11 months ago
• HarryWu99 / llm_kvcache_sparsity
  Implement some method of LLM KV Cache Sparsity
  ☆30Updated 9 months ago
• UbiquitousLearning / Paper-list-resource-efficient-large-language-model
  ☆99Updated last year
• pprp / Awesome-LLM-Quantization
  Awesome list for LLM quantization
  ☆186Updated 2 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆157Updated 8 months ago
• liyunqianggyn / Awesome-LLMs-Pruning
  Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
  ☆76Updated 3 months ago
• jy-yuan / KIVI
  [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
  ☆279Updated 2 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆298Updated 8 months ago
• FMInference / H2O
  [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.
  ☆431Updated 7 months ago
• thu-pacman / FasterMoE
  ☆80Updated 2 years ago
• LiuXiaoxuanPKU / OSD
  ☆47Updated 3 months ago
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆34Updated 11 months ago
• dilab-zju / self-speculative-decoding
  Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
  ☆173Updated last month
• yale-sys / prompt-cache
  Modular and structured prompt caching for low-latency LLM inference
  ☆89Updated 4 months ago
• SqueezeAILab / SqueezedAttention
  SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference
  ☆45Updated 4 months ago
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆47Updated 11 months ago
• yxli2123 / LoSparse
  ☆50Updated last year
• Gaffey / ExCP
  Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".
  ☆47Updated 8 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: parallel speculative decoding with adaptive draft length
  ☆59Updated last week