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
  ☆1,276Updated 6 months ago
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,852Updated last year
• apoorvumang / prompt-lookup-decoding
  ☆565Updated last year
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆895Updated last year
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆886Updated 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…
  ☆1,124Updated last month
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆879Updated this week
• Cornell-RelaxML / quip-sharp
  ☆554Updated 10 months ago
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆704Updated last year
• vectorch-ai / ScaleLLM
  A high-performance inference system for large language models, designed for production environments.
  ☆464Updated last month
• 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…
  ☆747Updated 6 months ago
• IST-DASLab / sparsegpt
  Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
  ☆832Updated last year
• OpenGVLab / OmniQuant
  [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
  ☆845Updated 3 months ago
• Infini-AI-Lab / Sequoia
  scalable and robust tree-based speculative decoding algorithm
  ☆355Updated 7 months ago
• Azure / MS-AMP
  Microsoft Automatic Mixed Precision Library
  ☆619Updated 11 months ago
• deepspeedai / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆2,052Updated 2 months ago
• Vahe1994 / SpQR
  ☆547Updated 8 months ago
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆887Updated last week
• flexflow / flexflow-train
  Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training
  ☆1,829Updated last week
• haoliuhl / ringattention
  Large Context Attention
  ☆736Updated 7 months ago
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.
  ☆1,635Updated this week
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆745Updated 11 months ago
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,598Updated last year
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆630Updated last year
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆711Updated last year
• sabetAI / BLoRA
  batched loras
  ☆345Updated 2 years ago
• mit-han-lab / smoothquant
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆1,492Updated last year
• microsoft / TransformerCompression
  For releasing code related to compression methods for transformers, accompanying our publications
  ☆443Updated 7 months ago
• ray-project / llmperf
  LLMPerf is a library for validating and benchmarking LLMs
  ☆1,001Updated 9 months ago
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,608Updated last year