Alternatives and similar repositories for punica

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

• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,307Updated 9 months ago
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,879Updated last year
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆961Updated last year
• apoorvumang / prompt-lookup-decoding
  ☆583Updated last year
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆924Updated last month
• deepspeedai / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆2,083Updated 5 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…
  ☆1,166Updated 2 months ago
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆711Updated last year
• vectorch-ai / ScaleLLM
  A high-performance inference system for large language models, designed for production environments.
  ☆489Updated this week
• dropbox / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆902Updated this week
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,652Updated last year
• Azure / MS-AMP
  Microsoft Automatic Mixed Precision Library
  ☆630Updated 3 weeks ago
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,672Updated last year
• Cornell-RelaxML / quip-sharp
  ☆574Updated last year
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆751Updated last year
• 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…
  ☆792Updated 9 months ago
• flexflow / flexflow-train
  Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training
  ☆1,849Updated this week
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆909Updated this week
• Infini-AI-Lab / Sequoia
  scalable and robust tree-based speculative decoding algorithm
  ☆365Updated 10 months ago
• OpenGVLab / OmniQuant
  [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
  ☆884Updated 3 weeks ago
• Vahe1994 / SpQR
  ☆551Updated last year
• IST-DASLab / sparsegpt
  Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
  ☆854Updated last year
• haoliuhl / ringattention
  Large Context Attention
  ☆754Updated 2 months ago
• mit-han-lab / smoothquant
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆1,577Updated last year
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆733Updated last year
• casper-hansen / AutoAWQ
  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
  ☆2,296Updated 7 months ago
• IST-DASLab / gptq
  Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
  ☆2,235Updated last year
• datamllab / LongLM
  [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
  ☆662Updated last year
• lapp0 / lm-inference-engines
  Comparison of Language Model Inference Engines
  ☆238Updated last year
• ray-project / llmperf
  LLMPerf is a library for validating and benchmarking LLMs
  ☆1,067Updated last year