00:00 Welcome 01:49 introducing finetuning LLM / definitions 16:41 use case details 21:34 environment setup (colab) 29:31 choosing the base model (Qwen2.5-1.5B-Instruct) 36:04 setup structure output using Pydantic (task 1 - classification) 1:02:12 evaluation base model (task 1) 1:14:58 setup structu
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