Pan-ML/panml
PanML is a high level generative AI/ML development and analysis library designed for ease of use and fast experimentation.
Provides scikit-learn-style abstractions for unified access to both commercial (OpenAI, text-davinci) and open-source LLMs (HuggingFace), enabling seamless switching between model sources. Supports prompt chaining with custom Python transformation functions for output steering and quality control, alongside batch inference with token probability and perplexity scoring. Covers fine-tuning with PEFT LoRA, RAG-based document Q&A, and code generation workflows within a single API.
117 stars and 76 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
117
Forks
15
Language
Python
License
MIT
Category
Last pushed
Jul 08, 2023
Monthly downloads
76
Commits (30d)
0
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