Partnership between CambioML and Epsilla
Blog post from Epsilla
A new partnership between Epsilla and CambioML aims to enhance the capabilities of machine learning scientists in fine-tuning large language models (LLMs) by integrating Epsilla's vector store with CambioML's open-source library, pykoi. This collaboration facilitates the collection of labeling demonstration data, training with reinforcement learning from human feedback (RLHF), and model comparison. A demo showcasing this integration involves creating a chatbot that can conduct personalized Q&A sessions using data from uploaded documents like books. The pykoi library offers a declarative Python interface, allowing developers to create applications with components such as chatbots and feedback dashboards. Users can try the demo themselves by installing the necessary software and accessing a user interface to interact with the chatbot, upload files, and provide feedback on response quality.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Reinforcement learning | 2 | 229 | 67 | 20 | +214% |
| LLM | 1 | 3,077 | 361 | 126 | +59% |
| Vector Search | 1 | 1,841 | 251 | 82 | +59% |
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