Back to guidance #30
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There's a bug in guidance which results in ConstraintExceptions using remote models: guidance-ai/guidance#881 Due to this, we currently need to make raw openai calls ourselves. Once the bug is fixed, we can re-write to call via a guidance `gen()` call
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This PR moves away from outlines and back to guidance for the underlying constrained decoding. This improves runtime of executing BlendSQL queries, and allows us to execute ingredients with greater guarantees on the output format by interleaving text + generations.
Additional changes:
AnthropicLLM, removedLlamaCppFrom now on, I use the
HuggingFaceTB/SmolLM-135Mmodel for benchmarks.Before:
After: