Alternatives and similar repositories for punica

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

• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,859Updated last year
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,288Updated 7 months ago
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆916Updated last year
• apoorvumang / prompt-lookup-decoding
  ☆572Updated last year
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆904Updated last month
• microsoft / MInference
  [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…
  ☆1,141Updated 3 weeks ago
• vectorch-ai / ScaleLLM
  A high-performance inference system for large language models, designed for production environments.
  ☆479Updated 2 weeks ago
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆883Updated last month
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆704Updated last year
• Cornell-RelaxML / quip-sharp
  ☆559Updated 11 months ago
• Azure / MS-AMP
  Microsoft Automatic Mixed Precision Library
  ☆626Updated last year
• Vahe1994 / SpQR
  ☆546Updated 10 months ago
• deepspeedai / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆2,067Updated 3 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…
  ☆766Updated 7 months ago
• IST-DASLab / sparsegpt
  Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
  ☆843Updated last year
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆722Updated last year
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,642Updated last year
• mlc-ai / xgrammar
  Fast, Flexible and Portable Structured Generation
  ☆1,309Updated last week
• lapp0 / lm-inference-engines
  Comparison of Language Model Inference Engines
  ☆231Updated 10 months ago
• haoliuhl / ringattention
  Large Context Attention
  ☆743Updated last week
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆747Updated last year
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆901Updated this week
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,619Updated last year
• datamllab / LongLM
  [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
  ☆662Updated last year
• Infini-AI-Lab / Sequoia
  scalable and robust tree-based speculative decoding algorithm
  ☆359Updated 8 months ago
• microsoft / TransformerCompression
  For releasing code related to compression methods for transformers, accompanying our publications
  ☆446Updated 9 months ago
• OpenGVLab / OmniQuant
  [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
  ☆859Updated 5 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆631Updated last year
• sabetAI / BLoRA
  batched loras
  ☆346Updated 2 years ago
• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆310Updated 2 years ago