punica-ai / punicaLinks
Serving multiple LoRA finetuned LLM as one
☆1,101Updated last year
Alternatives and similar repositories for punica
Users that are interested in punica are comparing it to the libraries listed below
Sorting:
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,859Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,288Updated 7 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆916Updated last year
- ☆572Updated last year
- A throughput-oriented high-performance serving framework for LLMs☆904Updated last month
- [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
- A high-performance inference system for large language models, designed for production environments.☆479Updated 2 weeks ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆883Updated last month
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆704Updated last year
- ☆559Updated 11 months ago
- Microsoft Automatic Mixed Precision Library☆626Updated last year
- ☆546Updated 10 months ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,067Updated 3 months ago
- [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
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆843Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆722Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,642Updated last year
- Fast, Flexible and Portable Structured Generation☆1,309Updated last week
- Comparison of Language Model Inference Engines☆231Updated 10 months ago
- Large Context Attention☆743Updated last week
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆747Updated last year
- The Triton TensorRT-LLM Backend☆901Updated this week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,619Updated last year
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆662Updated last year
- scalable and robust tree-based speculative decoding algorithm☆359Updated 8 months ago
- For releasing code related to compression methods for transformers, accompanying our publications☆446Updated 9 months ago
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆859Updated 5 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆631Updated last year
- batched loras☆346Updated 2 years ago
- GPTQ inference Triton kernel☆310Updated 2 years ago