Alternatives and similar repositories for LLMSpeculativeSampling

Users that are interested in LLMSpeculativeSampling are comparing it to the libraries listed below

• hemingkx / SpeculativeDecodingPapers
  📰 Must-read papers and blogs on Speculative Decoding ⚡️
  ☆917Updated last week
• hemingkx / Spec-Bench
  Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
  ☆310Updated 4 months ago
• FMInference / H2O
  [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.
  ☆473Updated last year
• THUDM / LongBench
  LongBench v2 and LongBench (ACL 25'&24')
  ☆963Updated 8 months ago
• zhuzilin / ring-flash-attention
  Ring attention implementation with flash attention
  ☆864Updated last month
• feifeibear / long-context-attention
  USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference
  ☆557Updated last month
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.
  ☆1,635Updated this week
• hahnyuan / LLM-Viewer
  Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…
  ☆547Updated last year
• AIoT-MLSys-Lab / Efficient-LLMs-Survey
  [TMLR 2024] Efficient Large Language Models: A Survey
  ☆1,212Updated 2 months ago
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆531Updated last month
• alibaba / Megatron-LLaMA
  Best practice for training LLaMA models in Megatron-LM
  ☆661Updated last year
• pjlab-sys4nlp / llama-moe
  ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)
  ☆986Updated 9 months ago
• FMInference / DejaVu
  ☆335Updated last year
• 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…
  ☆1,058Updated 11 months ago
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,276Updated 6 months ago
• alibaba / Pai-Megatron-Patch
  The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.
  ☆1,341Updated this week
• dilab-zju / self-speculative-decoding
  Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
  ☆201Updated 7 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆630Updated last year
• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆257Updated this week
• sgl-project / SpecForge
  Train speculative decoding models effortlessly and port them smoothly to SGLang serving.
  ☆374Updated this week
• AmadeusChan / Awesome-LLM-System-Papers
  ☆609Updated 4 months ago
• LLMServe / DistServe
  Disaggregated serving system for Large Language Models (LLMs).
  ☆685Updated 5 months ago
• HArmonizedSS / HASS
  Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)
  ☆45Updated 6 months ago
• facebookresearch / LLM-QAT
  Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"
  ☆312Updated 6 months ago
• mit-han-lab / omniserve
  [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…
  ☆753Updated 6 months ago
• microsoft / MInference
  [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…
  ☆1,124Updated last month
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆358Updated 6 months ago
• ModelTC / LightCompress
  A powerful toolkit for compressing large models including LLM, VLM, and video generation models.
  ☆559Updated 3 weeks ago
• lucidrains / speculative-decoding
  Explorations into some recent techniques surrounding speculative decoding
  ☆285Updated 8 months ago
• alibaba / ChatLearn
  A flexible and efficient training framework for large-scale alignment tasks
  ☆422Updated this week