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+## Config Env File
+
+```
+PC_CACHE_FOLDER: is the folder in which cached embeddings are saved
+PC_RESULTS_FOLDER: is the folder in which results are going to be saved
+PC_EVALUATION_DATA_ROOT_FOLDER: this folder should point to the folder in which there are the evaluation dataset
+PC_DEFAULT_BACKBONE: this should point at the backbone to use as default for PLIP
+PC_CLIP_ARCH: this is the architecture for PLIP and BLIP (e.g., "ViT-B/32")
+```
+
+## Evaluation Scripts
+
+All evaluation scripts are found in `path_eval/scripts`. They use the abstractions found in `path_eval/evaluation`
+
+## Dataset Details
+
+### Data Location (For internal use only)
+
+Classification Task
+`/v2/evaluation_datasets/classification`
+
+Retrieval Task
+`/v2/evaluation_datasets/image_retrieval`
+
+
+### Setup Images
+
+Data has been generated by splitting using:
+`seed=1_trainratio=0.70_size=224`
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