Alternatives and similar repositories for Efficient_Foundation_Model_Survey

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

• tiingweii-shii / Awesome-Resource-Efficient-LLM-Papers
  a curated list of high-quality papers on resource-efficient LLMs 🌱
  ☆146Updated 7 months ago
• UbiquitousLearning / Paper-list-resource-efficient-large-language-model
  ☆101Updated last year
• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆272Updated 3 weeks ago
• 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".
  ☆441Updated 3 months ago
• liyunqianggyn / Awesome-LLMs-Pruning
  Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
  ☆131Updated 3 months ago
• falcon-xu / early-exit-papers
  A curated list of early exiting (LLM, CV, NLP, etc)
  ☆67Updated last year
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆593Updated last month
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆381Updated 8 months ago
• hemingkx / Spec-Bench
  Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
  ☆328Updated 6 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆125Updated last week
• LiuXiaoxuanPKU / OSD
  ☆60Updated 11 months ago
• pprp / Awesome-LLM-Quantization
  Awesome list for LLM quantization
  ☆334Updated 3 weeks ago
• dilab-zju / self-speculative-decoding
  Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
  ☆206Updated 8 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…
  ☆232Updated 3 months ago
• pprp / Awesome-Efficient-MoE
  Efficient Mixture of Experts for LLM Paper List
  ☆142Updated last month
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆296Updated 2 weeks ago
• FMInference / H2O
  [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.
  ☆484Updated last year
• ZO-Bench / ZO-LLM
  [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".
  ☆113Updated 4 months ago
• FMInference / DejaVu
  ☆345Updated last year
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆92Updated 2 years ago
• hemingkx / SpeculativeDecodingPapers
  📰 Must-read papers and blogs on Speculative Decoding ⚡️
  ☆993Updated 2 weeks ago
• TianjinYellow / EdgeDeviceLLMCompetition-Starting-Kit
  ☆43Updated last year
• codecaution / Awesome-Mixture-of-Experts-Papers
  A curated reading list of research in Mixture-of-Experts(MoE).
  ☆649Updated last year
• fscdc / Awesome-Efficient-Reasoning-Models
  [TMLR 2025] Efficient Reasoning Models: A Survey
  ☆275Updated last week
• Gaffey / ExCP
  Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".
  ☆48Updated last year
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆344Updated 3 months ago
• pan-x-c / EE-LLM
  EE-LLM is a framework for large-scale training and inference of early-exit (EE) large language models (LLMs).
  ☆69Updated last year
• feifeibear / LLMSpeculativeSampling
  Fast inference from large lauguage models via speculative decoding
  ☆848Updated last year
• zcli-charlie / Awesome-KV-Cache
  ☆80Updated last year
• NVlabs / Fast-dLLM
  Official implementation of "Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding"
  ☆620Updated 2 weeks ago