LiuXiaoxuanPKU / OSD

Related projects ⓘ

Alternatives and complementary repositories for OSD

• d-matrix-ai / keyformer-llm
  ☆42Updated 7 months ago
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆74Updated last year
• LoongServe / LoongServe
  ☆52Updated last week
• Infini-AI-Lab / MagicPIG
  MagicPIG: LSH Sampling for Efficient LLM Generation
  ☆58Updated 3 weeks ago
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆106Updated last week
• thu-pacman / FasterMoE
  ☆70Updated 2 years ago
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆136Updated this week
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆147Updated 4 months ago
• YaoJiayi / CacheBlend
  ☆51Updated last month
• hao-ai-lab / MuxServe
  ☆46Updated 5 months ago
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆14Updated 2 weeks ago
• cat538 / SKVQ
  SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models
  ☆13Updated last month
• UChi-JCL / CacheGen
  ☆66Updated last month
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆202Updated 2 weeks ago
• TorchMoE / MoE-Infinity
  PyTorch library for cost-effective, fast and easy serving of MoE models.
  ☆103Updated 3 months ago
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆132Updated last month
• interestingLSY / swiftLLM
  A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …
  ☆104Updated 4 months ago
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆28Updated 6 months ago
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆59Updated last week
• zhuohan123 / terapipe
  ☆65Updated 3 years ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆180Updated last year
• mit-han-lab / Block-Sparse-Attention
  A sparse attention kernel supporting mix sparse patterns
  ☆55Updated last month
• 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
• zcli-charlie / Awesome-KV-Cache
  ☆37Updated last month
• RulinShao / LightSeq
  Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
  ☆195Updated 3 months ago
• thu-pacman / SmartMoE-AE
  ATC23 AE
  ☆43Updated last year
• hemingkx / Spec-Bench
  Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
  ☆188Updated 3 weeks ago
• shadowpa0327 / Palu
  Code for Palu: Compressing KV-Cache with Low-Rank Projection
  ☆57Updated this week
• FasterDecoding / SnapKV
  ☆188Updated 6 months ago
• tonyzhao-jt / LLM-PQ
  Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"
  ☆27Updated 8 months ago