File size: 735 Bytes
7a87926 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | #!/bin/bash
# Fine-tuning script
set -e
# Configuration
TRAINING_SET="${1:-data/processed/training_set.pkl}"
MODEL_NAME="${2:-depth-anything/DA3-LARGE}"
EPOCHS="${3:-10}"
LR="${4:-1e-5}"
CHECKPOINT_DIR="${5:-checkpoints}"
echo "Starting fine-tuning..."
echo "Training set: $TRAINING_SET"
echo "Model: $MODEL_NAME"
echo "Epochs: $EPOCHS"
echo "Learning rate: $LR"
echo "Checkpoint dir: $CHECKPOINT_DIR"
# Create checkpoint directory
mkdir -p "$CHECKPOINT_DIR"
# Run fine-tuning
python -m ylff.cli train \
--training-set "$TRAINING_SET" \
--model-name "$MODEL_NAME" \
--epochs "$EPOCHS" \
--lr "$LR" \
--checkpoint-dir "$CHECKPOINT_DIR"
echo "Fine-tuning complete!"
echo "Checkpoints saved to: $CHECKPOINT_DIR"
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