vectorch-ai / ScaleLLMLinks
A high-performance inference system for large language models, designed for production environments.
☆460Updated last week
Alternatives and similar repositories for ScaleLLM
Users that are interested in ScaleLLM are comparing it to the libraries listed below
Sorting:
- Efficient AI Inference & Serving☆472Updated last year
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆244Updated last year
- A throughput-oriented high-performance serving framework for LLMs☆856Updated 3 weeks ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆868Updated 10 months ago
- ☆195Updated 2 months ago
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆262Updated 2 months ago
- OpenAI compatible API for TensorRT LLM triton backend☆209Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,078Updated last year
- ☆429Updated last week
- Comparison of Language Model Inference Engines☆222Updated 7 months ago
- LLM Inference benchmark☆424Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,080Updated this week
- ☆280Updated this week
- Accelerate inference without tears☆321Updated 4 months ago
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆823Updated this week
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆730Updated 4 months ago
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆307Updated 2 months ago
- GPTQ inference Triton kernel☆303Updated 2 years ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,262Updated 4 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆265Updated 9 months ago
- Materials for learning SGLang☆515Updated 2 weeks ago
- Advanced Quantization Algorithm for LLMs and VLMs, with support for CPU, Intel GPU, CUDA and HPU. Seamlessly integrated with Torchao, Tra…☆551Updated this week
- InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencie…☆398Updated last week
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆739Updated 10 months ago
- Pretrain, finetune and serve LLMs on Intel platforms with Ray☆128Updated 3 weeks ago
- ☆474Updated last week
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆175Updated 4 months ago
- LLMPerf is a library for validating and benchmarking LLMs☆970Updated 7 months ago
- scalable and robust tree-based speculative decoding algorithm☆351Updated 6 months ago
- ☆556Updated 11 months ago