6 ms·
The main idea behind DSPy is that you can’t modify the weights, but you can perhaps modify the prompts. DSPy’s original primary customer was multi-llm-agent sy
by choppaface 2y ago
The main idea behind DSPy is that you can’t modify the weights, but you can perhaps modify the prompts. DSPy’s original primary customer was multi-llm-agent systems where you have a chain / graph of LLM calls (perhaps mostly or all to OpenAI GPT) and you have some metric (perhaps vague) that you want to increase. While the idea may seem a bit weird, there have been various success stories, such as a UoT team winning medical-notes-oriented competition using DSPy https://arxiv.org/html/2404.14544v1 https://arxiv.org/html/2404.14544v1