hemingkx / SpeculativeDecodingPapersLinks
π° Must-read papers and blogs on Speculative Decoding β‘οΈ
β1,061Updated 2 weeks ago
Alternatives and similar repositories for SpeculativeDecodingPapers
Users that are interested in SpeculativeDecodingPapers are comparing it to the libraries listed below
Sorting:
- Fast inference from large lauguage models via speculative decodingβ868Updated last year
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)β344Updated 8 months ago
- π° Must-read papers on KV Cache Compression (constantly updating π€).β627Updated 2 months ago
- [TMLR 2024] Efficient Large Language Models: A Surveyβ1,240Updated 6 months ago
- Awesome LLM compression research papers and tools.β1,749Updated last month
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline modβ¦β599Updated last year
- A curated list for Efficient Large Language Modelsβ1,920Updated 6 months ago
- Awesome-LLM-KV-Cache: A curated list of πAwesome LLM KV Cache Papers with Codes.β404Updated 9 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.β494Updated last year
- Awesome list for LLM pruning.β279Updated 2 months ago
- β612Updated 7 months ago
- β351Updated last year
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).β2,078Updated last week
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.β577Updated this week
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inferenceβ360Updated 5 months ago
- Ring attention implementation with flash attentionβ949Updated 3 months ago
- Awesome list for LLM quantizationβ371Updated 2 months ago
- Explorations into some recent techniques surrounding speculative decodingβ295Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Seβ¦β792Updated 9 months ago
- Disaggregated serving system for Large Language Models (LLMs).β754Updated 8 months ago
- Curated collection of papers in MoE model inferenceβ320Updated 2 months ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichβ¦β1,089Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cacheβ343Updated last month
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**β213Updated 10 months ago
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)β52Updated 9 months ago
- β·οΈ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)β1,002Updated last year
- β296Updated 5 months ago
- [EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLM, VLM, and video generation models.β643Updated last month
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Modelsβ1,575Updated last year
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding coβ¦β259Updated 3 weeks ago