Kiln is an open source tool focused on the large language model (LLM) ecosystem, with core functionality centered around theZero-code fine-tuning,Synthetic data generationcap (a poem)TeamworkUnfolding. Its main features include:
- Model TuningSupport one-click fine-tuning of Llama/GPT4o/Mixtral and other mainstream models to automate serverless deployments
- data engineering: Generate training data through visualization tools, with built-in cue auto-generation (with modes such as chain-thinking/less samples)
- Collaborative development: Manage dataset versions based on Git, supporting real-time team collaboration
- open integrationProvide MIT protocol Python library and OpenAPI, which can be interfaced with 20+ model service providers such as Ollama/OpenAI etc.
Compared to similar tools, Kiln's innovation lies in encapsulating professional-grade AI development capabilities into a desktop application, which allows users to complete the complex process of training large models without the need for programming fundamentals, while strictly adhering to the principle of privacy first, and all data processing is supported to run locally.
This answer comes from the articleKiln: Simple LLM model fine-tuning and data synthesis tool, 0 code base to fine-tune your own small modelsThe
May not be reproduced without permission:AI productivity tools " What is the Kiln tool and what are its main functions?
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