GitHub - microsoft/LLMLingua: To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
Clean & curate your data with LLMs
databonsai is a Python library that uses LLMs to perform data cleaning tasks.
Features
databonsai is a Python library that uses LLMs to perform data cleaning tasks.
Features
- Suite of tools for data processing using LLMs including categorization, transformation, and extraction
- Validation of LLM outputs
- Batch processing for token savings
- Retry logic with exponential backoff for handling rate limits an
databonsai • GitHub - databonsai/databonsai: clean & curate your data with LLMs.
Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration
1 2 Chenyang Lyu, 3 Minghao Wu, 1 * Longyue Wang, 1 Xinting Huang,
1 Bingshuai Liu, 1 Zefeng Du, 1 Shuming Shi, 1 Zhaopeng Tu
1 Tencent AI Lab, 2 Dublin City University, 3 Monash University
* Longyue Wang is the corresponding author: vinnlywang@tencent.com
Macaw... See more
1 2 Chenyang Lyu, 3 Minghao Wu, 1 * Longyue Wang, 1 Xinting Huang,
1 Bingshuai Liu, 1 Zefeng Du, 1 Shuming Shi, 1 Zhaopeng Tu
1 Tencent AI Lab, 2 Dublin City University, 3 Monash University
* Longyue Wang is the corresponding author: vinnlywang@tencent.com
Macaw... See more
lyuchenyang • GitHub - lyuchenyang/Macaw-LLM: Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration
Data-Juicer: A One-Stop Data Processing System for Large Language Models
Data-Juicer is a one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs. This project is being actively updated and maintained, and we will periodically enhance and add more features and data recipes. We welcome you to join us in pro... See more
Data-Juicer is a one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs. This project is being actively updated and maintained, and we will periodically enhance and add more features and data recipes. We welcome you to join us in pro... See more
alibaba • GitHub - alibaba/data-juicer: A one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大语言模型提供更高质量、更丰富、更易”消化“的数据!
Dynamically route every prompt to the best LLM. Highest performance, lowest costs, incredibly easy to use.... See more
There are over 250,000 LLMs today. Some are good at coding. Some are good at holding conversations. Some are up to 300x cheaper than others. You could hire an ML engineering team to test every single one — or you can switch to the best one fo