TinyJSON
Trained on my json-training
dataset,
these are finetunes of the smallest state-of-the-art LLMs to output in structured JSON.
Where their base/instruct versions have so little clue how to output JSON that forcing it using techniques like grammars simply hangs forever, these little guys (mostly) work like a charm. (SmolLM 135M still sometimes babbles on. Set a maximum token limit.)
Training was done with Unsloth at 4bit (lmao), rank=8, alpha=8, for 3 epochs each.
rev1
models were trained on the first revision (11.6k rows) of json-training
,
while rev2
models were trained on the second (20.6k rows).
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