feifeibear / LLMSpeculativeSamplingLinks
Fast inference from large lauguage models via speculative decoding
☆880Updated last year
Alternatives and similar repositories for LLMSpeculativeSampling
Users that are interested in LLMSpeculativeSampling are comparing it to the libraries listed below
Sorting:
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,082Updated 3 weeks ago
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆353Updated 8 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆500Updated last year
- LongBench v2 and LongBench (ACL 25'&24')☆1,067Updated last year
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆605Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆635Updated 3 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…☆1,097Updated last year
- Ring attention implementation with flash attention☆963Updated 4 months ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆1,003Updated last year
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆626Updated this week
- ☆352Updated last year
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,247Updated 6 months ago
- Best practice for training LLaMA models in Megatron-LM☆664Updated 2 years ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,314Updated 10 months ago
- [EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLMs, VLMs, and video generative models.☆659Updated last month
- Awesome list for LLM pruning.☆280Updated 3 months ago
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆626Updated this week
- The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.☆1,507Updated last month
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆405Updated 10 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆216Updated 11 months ago
- Disaggregated serving system for Large Language Models (LLMs).☆766Updated 9 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆635Updated last year
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆52Updated 10 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,171Updated 3 months ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆322Updated 10 months ago
- ☆299Updated 6 months ago
- Explorations into some recent techniques surrounding speculative decoding☆296Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆802Updated 10 months ago
- Awesome LLM compression research papers and tools.☆1,757Updated 2 months ago
- An Efficient "Factory" to Build Multiple LoRA Adapters☆366Updated 11 months ago