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
  ☆1,216Updated 2 weeks ago
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,801Updated last year
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆771Updated 6 months ago
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆766Updated 6 months ago
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.
  ☆1,057Updated this week
• deepspeedai / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆1,990Updated this week
• apoorvumang / prompt-lookup-decoding
  ☆512Updated 6 months ago
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,450Updated 11 months ago
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆705Updated 5 months ago
• haoliuhl / ringattention
  Large Context Attention
  ☆690Updated last month
• huggingface / nanotron
  Minimalistic large language model 3D-parallelism training
  ☆1,701Updated this week
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆680Updated 7 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…
  ☆595Updated 2 weeks ago
• microsoft / MInference
  [NeurIPS'24 Spotlight, ICLR'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which r…
  ☆944Updated 3 weeks ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆595Updated last year
• sabetAI / BLoRA
  batched loras
  ☆340Updated last year
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,466Updated 8 months ago
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆765Updated this week
• Cornell-RelaxML / quip-sharp
  ☆528Updated 4 months ago
• zhuzilin / ring-flash-attention
  Ring attention implementation with flash attention
  ☆711Updated 3 weeks ago
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆690Updated 11 months ago
• vllm-project / llm-compressor
  Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
  ☆1,103Updated this week
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆806Updated last week
• datamllab / LongLM
  [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
  ☆646Updated 9 months ago
• Azure / MS-AMP
  Microsoft Automatic Mixed Precision Library
  ☆581Updated 5 months ago
• NVIDIA / NeMo-Aligner
  Scalable toolkit for efficient model alignment
  ☆743Updated last week
• DachengLi1 / LongChat
  Official repository for LongChat and LongEval
  ☆516Updated 9 months ago
• flashinfer-ai / flashinfer
  FlashInfer: Kernel Library for LLM Serving
  ☆2,439Updated this week
• casper-hansen / AutoAWQ
  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
  ☆2,021Updated 2 weeks ago
• IST-DASLab / sparsegpt
  Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
  ☆775Updated 7 months ago