Lyn-Lucy / MSDLinks
☆30Updated 5 months ago
Alternatives and similar repositories for MSD
Users that are interested in MSD are comparing it to the libraries listed below
Sorting:
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆631Updated 3 months ago
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆405Updated 10 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,071Updated 3 weeks ago
- Curated collection of papers in MoE model inference☆329Updated 2 months ago
- All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai☆189Updated 2 years ago
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆350Updated 8 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆264Updated last month
- Awesome list for LLM quantization☆378Updated 3 months ago
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆602Updated last year
- Awesome list for LLM pruning.☆280Updated 3 months ago
- Awesome LLM compression research papers and tools.☆1,753Updated 2 months ago
- Summary of some awesome work for optimizing LLM inference☆162Updated last month
- [ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization☆33Updated 5 months ago
- ☆33Updated 9 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆346Updated last month
- MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models☆25Updated 3 weeks ago
- ☆161Updated last month
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆362Updated 6 months ago
- Fast inference from large lauguage models via speculative decoding☆878Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆151Updated 10 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆170Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆801Updated 10 months ago
- Official implementation of "Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding"☆773Updated last month
- Puzzles for learning Triton, play it with minimal environment configuration!☆590Updated 2 weeks ago
- Paper list for Efficient Reasoning.☆791Updated this week
- A curated list for Efficient Large Language Models☆1,925Updated 6 months ago
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆311Updated last year
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆304Updated 7 months ago
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,247Updated 6 months ago
- Curated collection of papers in machine learning systems☆491Updated 3 weeks ago