Alternatives and similar repositories for Efficient-LLMs-Survey

Users that are interested in Efficient-LLMs-Survey are comparing it to the libraries listed below

• horseee / Awesome-Efficient-LLM
  A curated list for Efficient Large Language Models
  ☆1,651Updated 3 weeks ago
• HuangOwen / Awesome-LLM-Compression
  Awesome LLM compression research papers and tools.
  ☆1,502Updated last week
• hemingkx / SpeculativeDecodingPapers
  📰 Must-read papers and blogs on Speculative Decoding ⚡️
  ☆725Updated last week
• XueFuzhao / awesome-mixture-of-experts
  A collection of AWESOME things about mixture-of-experts
  ☆1,113Updated 5 months ago
• feifeibear / LLMSpeculativeSampling
  Fast inference from large lauguage models via speculative decoding
  ☆723Updated 8 months ago
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.
  ☆1,220Updated last week
• xlite-dev / Awesome-LLM-Inference
  📚A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, FlashAttention, PagedAttention, MLA, Parallelism etc.
  ☆3,992Updated this week
• Xnhyacinth / Awesome-LLM-Long-Context-Modeling
  📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
  ☆1,477Updated last week
• codecaution / Awesome-Mixture-of-Experts-Papers
  A curated reading list of research in Mixture-of-Experts(MoE).
  ☆623Updated 6 months ago
• horseee / LLM-Pruner
  [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…
  ☆1,011Updated 7 months ago
• hahnyuan / LLM-Viewer
  Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…
  ☆454Updated 8 months ago
• Tebmer / Awesome-Knowledge-Distillation-of-LLMs
  This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicit…
  ☆1,022Updated 2 months ago
• AmadeusChan / Awesome-LLM-System-Papers
  ☆581Updated this week
• withinmiaov / A-Survey-on-Mixture-of-Experts-in-LLMs
  The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".
  ☆348Updated 2 months ago
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆400Updated last week
• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆2,991Updated last week
• locuslab / wanda
  A simple and effective LLM pruning approach.
  ☆746Updated 9 months ago
• fla-org / flash-linear-attention
  🚀 Efficient implementations of state-of-the-art linear attention models in Torch and Triton
  ☆2,380Updated this week
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,248Updated 2 months ago
• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆224Updated 5 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆608Updated last year
• FMInference / H2O
  [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.
  ☆444Updated 9 months ago
• mit-han-lab / smoothquant
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆1,401Updated 10 months ago
• AmberLJC / LLMSys-PaperList
  Large Language Model (LLM) Systems Paper List
  ☆1,221Updated this week
• hemingkx / Awesome-Efficient-Reasoning
  Paper list for Efficient Reasoning.
  ☆432Updated this week
• pjlab-sys4nlp / llama-moe
  ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)
  ☆960Updated 5 months ago
• UbiquitousLearning / Efficient_Foundation_Model_Survey
  Survey Paper List - Efficient LLM and Foundation Models
  ☆248Updated 7 months ago
• Strivin0311 / long-llms-learning
  A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
  ☆262Updated 9 months ago
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆295Updated 2 months ago
• HqWu-HITCS / Awesome-LLM-Survey
  An Awesome Collection for LLM Survey
  ☆357Updated last month