predibase / lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
☆2,205Updated this week
Related projects ⓘ
Alternatives and complementary repositories for lorax
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,755Updated 10 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆1,634Updated this week
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆1,765Updated this week
- SGLang is a fast serving framework for large language models and vision language models.☆6,127Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆1,904Updated this week
- A blazing fast inference solution for text embeddings models☆2,846Updated 2 weeks ago
- Tools for merging pretrained large language models.☆4,816Updated 2 weeks ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,312Updated 4 months ago
- RayLLM - LLMs on Ray☆1,237Updated 5 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,526Updated last month
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆1,473Updated this week
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,546Updated last month
- Serving multiple LoRA finetuned LLM as one☆984Updated 6 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,045Updated this week
- Minimalistic large language model 3D-parallelism training☆1,260Updated this week
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,057Updated 2 months ago
- LLMPerf is a library for validating and benchmarking LLMs☆645Updated 3 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆1,565Updated 3 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,353Updated 7 months ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,497Updated last month
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,814Updated 9 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆811Updated this week
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,095Updated last week
- ReFT: Representation Finetuning for Language Models☆1,159Updated 2 weeks ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆2,613Updated this week
- Large-scale LLM inference engine☆1,134Updated this week
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,138Updated last month
- Efficient Retrieval Augmentation and Generation Framework☆1,341Updated last week