vectorch-ai / ScaleLLMLinks
A high-performance inference system for large language models, designed for production environments.
☆464Updated last month
Alternatives and similar repositories for ScaleLLM
Users that are interested in ScaleLLM are comparing it to the libraries listed below
Sorting:
- Serving multiple LoRA finetuned LLM as one☆1,086Updated last year
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆248Updated last year
- A throughput-oriented high-performance serving framework for LLMs☆886Updated last month
- [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
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆895Updated last year
- ☆197Updated 4 months ago
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆264Updated last month
- Efficient AI Inference & Serving☆477Updated last year
- OpenAI compatible API for TensorRT LLM triton backend☆214Updated last year
- Comparison of Language Model Inference Engines☆229Updated 8 months ago
- LLM Inference benchmark☆426Updated last year
- Accelerate inference without tears☆322Updated 5 months ago
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆312Updated last week
- ☆294Updated last month
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆847Updated last month
- [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
- A high-throughput and memory-efficient inference and serving engine for LLMs☆266Updated 11 months ago
- ☆491Updated last month
- Materials for learning SGLang☆562Updated last week
- ☆427Updated 3 weeks ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,276Updated 6 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆745Updated 11 months ago
- Pretrain, finetune and serve LLMs on Intel platforms with Ray☆132Updated last week
- The Triton TensorRT-LLM Backend☆887Updated last week
- GPTQ inference Triton kernel☆307Updated 2 years ago
- Advanced Quantization Algorithm for LLMs and VLMs, with support for CPU, Intel GPU, CUDA and HPU.☆614Updated this week
- ☆128Updated 8 months ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆177Updated 5 months ago
- ☆121Updated last year
- LLMPerf is a library for validating and benchmarking LLMs☆1,001Updated 9 months ago