fine-tuning — independent software & tools
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daydream
Agentic code-review CLI that records each review/fix/test run trajectory, building a corpus for fine-tuning open-weight models.
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doc2dataset
📄 Ingest documents into structured datasets for LLMs, ensuring numeric integrity and easy export across multiple frameworks with doc2dataset.
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open_qwen
Build and deploy large language models with Open Qwen, a PyTorch-based framework for efficient, flexible AI development and research.
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llm-eval
Evaluate large language models with tools for performance and consistency scoring as part of the llm-cpp C++ infrastructure toolkit.