AIoT-MLSys-Lab / Efficient-LLMs-SurveyLinks
[TMLR 2024] Efficient Large Language Models: A Survey
☆1,229Updated 4 months ago
Alternatives and similar repositories for Efficient-LLMs-Survey
Users that are interested in Efficient-LLMs-Survey are comparing it to the libraries listed below
Sorting:
- A curated list for Efficient Large Language Models☆1,894Updated 4 months ago
- Awesome LLM compression research papers and tools.☆1,706Updated this week
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,011Updated 3 weeks ago
- A collection of AWESOME things about mixture-of-experts☆1,223Updated 11 months ago
- Fast inference from large lauguage models via speculative decoding☆853Updated last year
- This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicit…☆1,206Updated 8 months ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,080Updated last year
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,815Updated last week
- A curated reading list of research in Mixture-of-Experts(MoE).☆649Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆599Updated last month
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,550Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆995Updated 11 months ago
- Awesome list for LLM pruning.☆272Updated last month
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆575Updated last year
- Survey Paper List - Efficient LLM and Foundation Models☆258Updated last year
- ☆610Updated 6 months ago
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆386Updated 8 months ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆4,677Updated 2 months ago
- A simple and effective LLM pruning approach.☆816Updated last year
- Large Language Model (LLM) Systems Paper List☆1,602Updated this week
- [TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".☆443Updated 3 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,340Updated 3 months ago
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆330Updated 6 months ago
- a curated list of high-quality papers on resource-efficient LLMs 🌱☆148Updated 8 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,148Updated last month
- A collection of 150+ surveys on LLMs☆337Updated 8 months ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,633Updated last year
- LongBench v2 and LongBench (ACL 25'&24')☆1,010Updated 10 months ago
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,209Updated last year
- Awesome list for LLM quantization☆340Updated last month