predibase / lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
☆2,362Updated last week
Alternatives and similar repositories for lorax:
Users that are interested in lorax are comparing it to the libraries listed below
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,790Updated last year
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,448Updated this week
- Tools for merging pretrained large language models.☆5,260Updated last week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,230Updated last week
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,266Updated last week
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆1,946Updated last month
- Minimalistic large language model 3D-parallelism training☆1,483Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆1,965Updated last week
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,704Updated this week
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,160Updated this week
- A blazing fast inference solution for text embeddings models☆3,175Updated 3 weeks ago
- Serving multiple LoRA finetuned LLM as one☆1,028Updated 9 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,426Updated 7 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆1,712Updated 6 months ago
- RayLLM - LLMs on Ray☆1,257Updated 8 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,458Updated last month
- PyTorch native post-training library☆4,856Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆2,911Updated this week
- LLMPerf is a library for validating and benchmarking LLMs☆749Updated 2 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,743Updated last week
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,418Updated 2 weeks ago
- A framework for few-shot evaluation of language models.☆7,848Updated this week
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,295Updated last week
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,842Updated last year
- [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling☆1,609Updated 7 months ago
- [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which ach…☆4,879Updated 3 weeks ago
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆1,816Updated last week
- ☆2,852Updated 5 months ago
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆3,970Updated last week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,421Updated 10 months ago