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It's often comes with missing keys, use wrong value type (e.g., list over dictionaries). Mostly a small model issue and open source models, they don't follow in
by chenglong-hn 3mo ago
It's often comes with missing keys, use wrong value type (e.g., list over dictionaries). Mostly a small model issue and open source models, they don't follow instructions on the structure guidance that well, and there is no easy way to do generation-time validation.
- catlifeonmars 3mo agoHmm this is a problem that has long been solved with code completion in a JSON language server and a valid JSON schema. By this I mean that you can basically tab-complete your way into a valid JSON document matching a particular schema. Maybe there is a way to restrict the set of output tokens based on the current position in a JSON schema of a JSON document the model is predicting?