Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answer based on user queries.
☆162Feb 9, 2024Updated 2 years ago
Alternatives and similar repositories for multi_loras
Users that are interested in multi_loras are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Low-Rank adapter extraction for fine-tuned transformers models☆181May 2, 2024Updated 2 years ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆671Jul 22, 2024Updated last year
- Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"☆93Feb 27, 2024Updated 2 years ago
- ☆50Mar 14, 2024Updated 2 years ago
- Mixture of Expert (MoE) techniques for enhancing LLM performance through expert-driven prompt mapping and adapter combinations.☆12Feb 11, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Codebase for Merging Language Models (ICML 2024)☆869May 5, 2024Updated 2 years ago
- ☆416Nov 2, 2023Updated 2 years ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆207Aug 22, 2024Updated last year
- Tools for merging pretrained large language models.☆7,190Jun 17, 2026Updated 2 weeks ago
- A Model Agnostic function to directly remove specified layers from the LLM☆10May 23, 2024Updated 2 years ago
- Tools for formatting large language model prompts.☆13Dec 19, 2023Updated 2 years ago
- A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆34Mar 2, 2024Updated 2 years ago
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,800May 28, 2026Updated last month
- 5X faster 60% less memory QLoRA finetuning☆21May 28, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆474Apr 21, 2024Updated 2 years ago
- This is our own implementation of 'Layer Selective Rank Reduction'☆240May 26, 2024Updated 2 years ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆145Sep 20, 2024Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆266Apr 23, 2024Updated 2 years ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆517Aug 26, 2024Updated last year
- C++ inference wrappers for running blazing fast embedding services on your favourite serverless like AWS Lambda. By Prithivi Da, PRs welc…☆23Mar 4, 2024Updated 2 years ago
- ☆215Feb 3, 2024Updated 2 years ago
- ☆16Dec 16, 2024Updated last year
- ☆11May 11, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repo - Paper "Capturing Semantics for Imputation with Pre-trained Language Models." [ICDE 2021]☆10Mar 13, 2022Updated 4 years ago
- ☆21Oct 6, 2023Updated 2 years ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆14Mar 30, 2024Updated 2 years ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,917Jan 21, 2024Updated 2 years ago
- Large-scale LLM inference engine☆1,777May 8, 2026Updated last month
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Aug 27, 2023Updated 2 years ago
- A library for making RepE control vectors☆738Sep 24, 2025Updated 9 months ago
- Code and data for the VLDB 2023 paper: RECA: Related Tables Enhanced Column Semantic Type Annotation Framework☆12May 7, 2025Updated last year
- LLM Chat is an open-source serverless alternative to ChatGPT.☆36Sep 13, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Modified Beam Search with periodical restart☆12Sep 12, 2024Updated last year
- Modified Stanford-Alpaca Trainer for Training Replit's Code Model☆46Jun 1, 2023Updated 3 years ago
- Mistral7B playing DOOM☆29Mar 27, 2024Updated 2 years ago
- ☆206Dec 5, 2024Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆144Oct 17, 2023Updated 2 years ago
- An Efficient "Factory" to Build Multiple LoRA Adapters☆380Feb 13, 2025Updated last year
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,410Apr 11, 2024Updated 2 years ago