Serving multiple LoRA finetuned LLM as one
☆1,160May 8, 2024Updated 2 years ago
Alternatives and similar repositories for punica
Users that are interested in punica are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,914Jan 21, 2024Updated 2 years ago
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,785Updated this week
- FlashInfer: Kernel Library for LLM Serving☆5,719Updated this week
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,886May 21, 2026Updated last week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,081Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,746Jun 25, 2024Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,079Sep 4, 2024Updated last year
- A throughput-oriented high-performance serving framework for LLMs☆961Mar 29, 2026Updated 2 months ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,337Mar 6, 2025Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,109Jun 30, 2025Updated 11 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆840Mar 6, 2025Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,548Jul 17, 2025Updated 10 months ago
- batched loras☆351Sep 6, 2023Updated 2 years ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆340Jul 2, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,232Jul 11, 2024Updated last year
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,730May 26, 2026Updated last week
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,283Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆28,512Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,872May 25, 2026Updated last week
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆218Sep 21, 2024Updated last year
- Transformer related optimization, including BERT, GPT☆6,419Mar 27, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,236Updated this week
- A low-latency & high-throughput serving engine for LLMs☆504Jan 8, 2026Updated 4 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Large Language Model Text Generation Inference☆10,857Mar 21, 2026Updated 2 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,217Apr 8, 2026Updated last month
- YaRN: Efficient Context Window Extension of Large Language Models☆1,721Apr 17, 2024Updated 2 years ago
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,365Oct 28, 2024Updated last year
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆223Aug 19, 2024Updated last year
- Fast and memory-efficient exact attention☆23,917May 26, 2026Updated last week
- Dynamic Memory Management for Serving LLMs without PagedAttention☆487May 30, 2025Updated last year
- Tools for merging pretrained large language models.☆7,108May 6, 2026Updated 3 weeks ago
- Training and serving large-scale neural networks with auto parallelization.☆3,188Dec 9, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,475Updated this week
- Fast, Flexible and Portable Structured Generation☆1,703May 20, 2026Updated last week
- Disaggregated serving system for Large Language Models (LLMs).☆815Apr 6, 2025Updated last year
- Tile primitives for speedy kernels☆3,377May 22, 2026Updated last week
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,314Aug 28, 2025Updated 9 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,341May 11, 2025Updated last year
- Ring attention implementation with flash attention☆1,021Sep 10, 2025Updated 8 months ago