Upload dataset/dataset_construction.sh with huggingface_hub

dataset/dataset_construction.sh

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+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PYTHON_BIN="${PYTHON_BIN:-python}"
+
+: "${BLENDED_DIR:?Set BLENDED_DIR}"
+: "${LAION_DIR:?Set LAION_DIR}"
+: "${CAPTION_DIR:?Set CAPTION_DIR}"
+: "${OUTPUT_DIR:?Set OUTPUT_DIR}"
+
+CAPTION_META="${CAPTION_META:-${CAPTION_DIR}/captions.jsonl}"
+NUM_SAMPLES="${NUM_SAMPLES:-500000}"
+START_INDEX="${START_INDEX:-0}"
+SEED="${SEED:-42}"
+MAX_BASE_SAMPLES="${MAX_BASE_SAMPLES:-18000}"
+MIN_DONOR_SAMPLES="${MIN_DONOR_SAMPLES:-1}"
+MAX_DONOR_SAMPLES="${MAX_DONOR_SAMPLES:-4}"
+MIN_LAYERS_PER_DONOR="${MIN_LAYERS_PER_DONOR:-0}"
+MAX_LAYERS_PER_DONOR="${MAX_LAYERS_PER_DONOR:-2}"
+MIN_LAYERS_TO_REMOVE="${MIN_LAYERS_TO_REMOVE:-1}"
+MAX_LAYERS_TO_REMOVE="${MAX_LAYERS_TO_REMOVE:-4}"
+ADDED_LAYER_MIN_SIZE="${ADDED_LAYER_MIN_SIZE:-0.9}"
+ADDED_LAYER_MAX_SIZE="${ADDED_LAYER_MAX_SIZE:-1.1}"
+LAION_PROB="${LAION_PROB:-0.60}"
+CAPTION_PROB="${CAPTION_PROB:-0.35}"
+LAION_MIN_SIZE="${LAION_MIN_SIZE:-0.3}"
+LAION_MAX_SIZE="${LAION_MAX_SIZE:-0.4}"
+CAPTION_MIN_SIZE="${CAPTION_MIN_SIZE:-0.6}"
+CAPTION_MAX_SIZE="${CAPTION_MAX_SIZE:-0.8}"
+ALPHAVAE_MIN_LAYERS="${ALPHAVAE_MIN_LAYERS:-0}"
+ALPHAVAE_MAX_LAYERS="${ALPHAVAE_MAX_LAYERS:-0}"
+ALPHAVAE_MIN_SIZE="${ALPHAVAE_MIN_SIZE:-0.25}"
+ALPHAVAE_MAX_SIZE="${ALPHAVAE_MAX_SIZE:-0.40}"
+NUM_WORKERS="${NUM_WORKERS:-64}"
+SKIP_EXISTING="${SKIP_EXISTING:-0}"
+
+cmd=(
+  "$PYTHON_BIN" "$SCRIPT_DIR/scaleup_dataset.py"
+  --blended_dir "$BLENDED_DIR"
+  --laion_dir "$LAION_DIR"
+  --caption_dir "$CAPTION_DIR"
+  --caption_meta "$CAPTION_META"
+  --output_dir "$OUTPUT_DIR"
+  --num_samples "$NUM_SAMPLES"
+  --start_index "$START_INDEX"
+  --seed "$SEED"
+  --min_donor_samples "$MIN_DONOR_SAMPLES"
+  --max_donor_samples "$MAX_DONOR_SAMPLES"
+  --min_layers_per_donor "$MIN_LAYERS_PER_DONOR"
+  --max_layers_per_donor "$MAX_LAYERS_PER_DONOR"
+  --added_layer_min_size "$ADDED_LAYER_MIN_SIZE"
+  --added_layer_max_size "$ADDED_LAYER_MAX_SIZE"
+  --laion_prob "$LAION_PROB"
+  --caption_prob "$CAPTION_PROB"
+  --laion_min_size "$LAION_MIN_SIZE"
+  --laion_max_size "$LAION_MAX_SIZE"
+  --caption_min_size "$CAPTION_MIN_SIZE"
+  --caption_max_size "$CAPTION_MAX_SIZE"
+  --min_layers_to_remove "$MIN_LAYERS_TO_REMOVE"
+  --max_layers_to_remove "$MAX_LAYERS_TO_REMOVE"
+  --alphavae_min_layers "$ALPHAVAE_MIN_LAYERS"
+  --alphavae_max_layers "$ALPHAVAE_MAX_LAYERS"
+  --alphavae_min_size "$ALPHAVAE_MIN_SIZE"
+  --alphavae_max_size "$ALPHAVAE_MAX_SIZE"
+  --max_base_samples "$MAX_BASE_SAMPLES"
+  --num_workers "$NUM_WORKERS"
+)
+
+if [[ -n "${ALPHAVAE_DIR:-}" ]]; then
+  cmd+=(--alphavae_dir "$ALPHAVAE_DIR")
+fi
+
+if [[ -n "${ALPHAVAE_PROMPTS:-}" ]]; then
+  cmd+=(--alphavae_prompts "$ALPHAVAE_PROMPTS")
+fi
+
+if [[ "$SKIP_EXISTING" == "1" ]]; then
+  cmd+=(--skip_existing)
+fi
+
+"${cmd[@]}"