Fine-tune Output Gibberish Fix (48 hours)

Problem

Your fine-tuned model suddenly outputs nonsense or breaks chat behavior.

Deliverables

Template alignment check (training vs inference).

Tokenizer/special tokens sanity check.

A working inference template plus reproducible steps.

How it works (async)

After checkout, you get a 10-minute intake form. You share training config and inference setup. We deliver: (1) alignment check, (2) tokenizer check, (3) working template within 48 hours. Updates are async (email/Slack). Calls are not required.