SQL-Generation / finetune_model.ipynb

Commit History

  1. fix cuda

    ef32c53
  2. Fix colab bugs

    9687f25
  3. Prepare fine-tune for colab

    569052e
  4. finished finetuning with 16 rank lora

    3ad5864

  1. added fine-tune testing on validation set with short queries only

    f94c0b8
  2. Adding validation set testing of newly fine-tuned model

    98e9ca0

  1. trained 8 rank LoRA finetuned model, saving train and validation datasets to disk

    c72582f

  1. first cut at fine-tuning with masked training, working but very very slow for inference

    a30a6cf
  2. Increasing LoRA rank to 32 and updating loss function

    c78bae0

  1. First decent attempt, seems to generate valid queries after pre-training. Needs evaluation still

    fdaf162
  2. First successful fine-tuning run, resulting model is no good but it does train successfully

    1f9c86c
  3. Initial attempt at fine-tuning using LoRA with basic cross-entropy loss

    8c47142