Robust code generation combining grammars and LLMs
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Robust code generation combining grammars and LLMs
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Re: Robust code generation combining grammars and LLMs
#2TL;DR
- Combining grammars and LLMs produces robust translators.
- Three translators with different faithfulness and coverage are demonstrated and used.
- Two of the simplest, yet effective, combinations are implemented and - demonstrated.
- Parallel race and grammar-to-LLM fallback.
- Asynchronous implementations with LLM-graphs are a very good fit!
- Just look at the LLM-graph plots (and be done reading.)