verytuffcat
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README.md
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---
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tags:
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- autotrain
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- image-classification
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base_model: google/vit-base-patch16-224
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widget:
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
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example_title: Tiger
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
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example_title: Teapot
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
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example_title: Palace
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datasets:
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- verytuffcat/recaptcha-dataset
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---
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# Model Trained Using AutoTrain
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- Problem type: Image Classification
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## Validation Metrics
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No validation metrics available
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224",
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"_num_labels": 13,
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "bicycle",
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"1": "bridge",
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"2": "bus",
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"3": "car",
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"4": "chimney",
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"5": "crosswalk",
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"6": "hydrant",
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"7": "motorcycle",
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"8": "mountain",
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"9": "other",
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"10": "palm",
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"11": "stair",
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"12": "traffic light"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"bicycle": 0,
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"bridge": 1,
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"bus": 2,
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"car": 3,
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"chimney": 4,
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"crosswalk": 5,
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"hydrant": 6,
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"motorcycle": 7,
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"mountain": 8,
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"other": 9,
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"palm": 10,
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"stair": 11,
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"traffic light": 12
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.46.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:00fc9b7aaf3905456299aab0f5255f5e3cd16115e8588cd786df96cc8db32e84
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size 343257812
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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runs/Dec20_09-04-56_r-verytuffcat-test-9ex53m7f-48a73-jj2v9/events.out.tfevents.1734685499.r-verytuffcat-test-9ex53m7f-48a73-jj2v9.135.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:db61746c1d34488303f6751555271073965633c29da59dc5bda372fed683635c
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size 31170
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:71186e191f45233d239a9a82608530cc599b3f536af9c4063c09a453af588e8b
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size 5304
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training_params.json
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{
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"data_path": "verytuffcat/recaptcha-dataset",
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"model": "google/vit-base-patch16-224",
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"username": "verytuffcat",
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"lr": 5e-05,
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"epochs": 20,
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"batch_size": 8,
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"warmup_ratio": 0.1,
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"gradient_accumulation": 1,
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"optimizer": "adamw_torch",
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"scheduler": "linear",
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"weight_decay": 0.0,
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"max_grad_norm": 1.0,
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"seed": 42,
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"train_split": "train",
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"valid_split": null,
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"logging_steps": -1,
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"project_name": "autotrain-crpox-a5nlb",
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"auto_find_batch_size": false,
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"mixed_precision": "fp16",
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"save_total_limit": 1,
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"push_to_hub": true,
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"eval_strategy": "epoch",
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"image_column": "image",
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"target_column": "label",
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"log": "tensorboard",
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"early_stopping_patience": 5,
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"early_stopping_threshold": 0.01
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}
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