hemingkx / Spec-Bench

Related projects ⓘ

Alternatives and complementary repositories for Spec-Bench

• dilab-zju / self-speculative-decoding
  Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
  ☆138Updated 5 months ago
• FasterDecoding / SnapKV
  ☆188Updated 6 months ago
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆202Updated 2 weeks ago
• FMInference / H2O
  [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.
  ☆391Updated 3 months ago
• hemingkx / SpeculativeDecodingPapers
  📰 Must-read papers and blogs on Speculative Decoding ⚡️
  ☆471Updated last week
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆147Updated 4 months ago
• jy-yuan / KIVI
  [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
  ☆241Updated last month
• lucidrains / speculative-decoding
  Explorations into some recent techniques surrounding speculative decoding
  ☆211Updated last year
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆136Updated this week
• FMInference / DejaVu
  ☆289Updated 7 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆278Updated 4 months ago
• feifeibear / long-context-attention
  USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference
  ☆357Updated this week
• FasterDecoding / REST
  REST: Retrieval-Based Speculative Decoding, NAACL 2024
  ☆176Updated last month
• RulinShao / LightSeq
  Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
  ☆195Updated 3 months ago
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆305Updated 3 months ago
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆28Updated 6 months ago
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆208Updated 3 weeks ago
• feifeibear / LLMSpeculativeSampling
  Fast inference from large lauguage models via speculative decoding
  ☆569Updated 2 months ago
• Equationliu / Kangaroo
  Implementation of Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting
  ☆44Updated 4 months ago
• spcl / QuaRot
  Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.
  ☆284Updated 3 months ago
• pprp / Awesome-LLM-Quantization
  Awesome list for LLM quantization
  ☆127Updated this week
• thunlp / Ouroboros
  Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)
  ☆76Updated last month
• madsys-dev / deepseekv2-profile
  ☆64Updated 3 months ago
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆74Updated last year
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆106Updated last week
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆42Updated 7 months ago
• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆167Updated this week
• thu-nics / qllm-eval
  Code Repository of Evaluating Quantized Large Language Models
  ☆104Updated 2 months ago
• shreyansh26 / Speculative-Sampling
  Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind
  ☆81Updated 8 months ago
• d-matrix-ai / keyformer-llm
  ☆42Updated 7 months ago