vectorch-ai / ScaleLLM
A high-performance inference system for large language models, designed for production environments.
☆413Updated this week
Alternatives and similar repositories for ScaleLLM:
Users that are interested in ScaleLLM are comparing it to the libraries listed below
- A throughput-oriented high-performance serving framework for LLMs☆737Updated 5 months ago
- OpenAI compatible API for TensorRT LLM triton backend☆191Updated 6 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆729Updated 5 months ago
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆238Updated 11 months ago
- ☆224Updated this week
- Serving multiple LoRA finetuned LLM as one☆1,028Updated 9 months ago
- Comparison of Language Model Inference Engines☆204Updated 2 months ago
- LLMPerf is a library for validating and benchmarking LLMs☆749Updated 2 months ago
- Efficient AI Inference & Serving☆467Updated last year
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆629Updated last month
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆231Updated last week
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆701Updated 4 months ago
- The Triton TensorRT-LLM Backend☆779Updated this week
- Materials for learning SGLang☆265Updated 2 weeks ago
- ☆172Updated 4 months ago
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆286Updated 3 weeks ago
- A flexible and efficient training framework for large-scale alignment tasks☆303Updated last week
- Production ready LLM model compression/quantization toolkit with accelerated inference support for both cpu/gpu via HF, vLLM, and SGLang.☆284Updated this week
- Easy and Efficient Quantization for Transformers☆193Updated 2 weeks ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,194Updated 4 months ago
- 10x Faster Long-Context LLM By Smart KV Cache Optimizations☆469Updated this week
- [NeurIPS'24 Spotlight, ICLR'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which r…☆917Updated last week
- LLM Inference benchmark☆392Updated 6 months ago
- Official repository for LongChat and LongEval☆519Updated 8 months ago
- Fast, Flexible and Portable Structured Generation☆704Updated this week
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆584Updated 11 months ago
- ☆117Updated 11 months ago
- Advanced Quantization Algorithm for LLMs/VLMs.☆372Updated this week
- InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencie…☆348Updated this week
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆982Updated this week