added (for now separated) scripts for steps

embed.sh

@@ -0,0 +1,27 @@
+#!/bin/sh
+
+set -e
+. ./.env
+mkdir -p $LOCAL_DATA_DIR
+mkdir -p $LOCAL_EMBEDDINGS_DIR
+mkdir -p $LOCAL_MODEL_DIR
+mkdir -p $LOCAL_OUTPUT_DIR
+. .venv/bin/activate
+set -x
+
+DATASET_NAME="m3-docvqa"
+RETRIEVAL_MODEL_TYPE="colpali"
+RETRIEVAL_MODEL_NAME="colpaligemma-3b-pt-448-base"
+RETRIEVAL_ADAPTER_MODEL_NAME="colpali-v1.2"
+SPLIT="dev"
+EMBEDDING_NAME=$RETRIEVAL_ADAPTER_MODEL_NAME"_"$DATASET_NAME"_"$SPLIT  # where to save embeddings
+# uv tool run accelerate launch --num_processes=1 --mixed_precision=bf16 examples/run_page_embedding.py \
+accelerate launch --num_processes=1 --mixed_precision=bf16 examples/run_page_embedding.py \
+    --use_retrieval \
+    --retrieval_model_type=$RETRIEVAL_MODEL_TYPE \
+    --data_name=$DATASET_NAME \
+    --split=$SPLIT \
+    --loop_unique_doc_ids=True \
+    --output_dir=$LOCAL_EMBEDDINGS_DIR/$EMBEDDING_NAME \
+    --retrieval_model_name_or_path=$RETRIEVAL_MODEL_NAME \
+    --retrieval_adapter_model_name_or_path=$RETRIEVAL_ADAPTER_MODEL_NAME