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README.md ADDED
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+ ---
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+ library_name: transformers
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+ base_model: google/vit-base-patch16-224-in21k
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+ tags:
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+ - image-classification
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+ - generated_from_trainer
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+ datasets:
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+ - imagefolder
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+ model-index:
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+ - name: vit-ena24-clase
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # vit-ena24-clase
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+
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+ This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the PaulaCM/Balones_Oro dataset.
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+ It achieves the following results on the evaluation set:
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+ - eval_loss: 3.0921
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+ - eval_model_preparation_time: 0.0028
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+ - eval_accuracy: 0.0452
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+ - eval_f1: 0.0305
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+ - eval_runtime: 624.2608
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+ - eval_samples_per_second: 2.304
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+ - eval_steps_per_second: 0.288
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+ - step: 0
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0002
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - num_epochs: 1
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+ - mixed_precision_training: Native AMP
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+
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+ ### Framework versions
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+
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+ - Transformers 4.55.2
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+ - Pytorch 2.8.0+cpu
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+ - Datasets 4.0.0
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+ - Tokenizers 0.21.4
all_results.json ADDED
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+ {
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+ "eval_accuracy": 0.045201668984700974,
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+ "eval_f1": 0.030509576169099214,
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+ "eval_loss": 3.0921106338500977,
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+ "eval_model_preparation_time": 0.0028,
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+ "eval_runtime": 624.2608,
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+ "eval_samples_per_second": 2.304,
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+ "eval_steps_per_second": 0.288
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+ }
config.json ADDED
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+ {
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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": "alessandro_del_piero",
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+ "1": "andreas_iniesta",
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+ "10": "lionel_messi",
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+ "11": "luka_modric",
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+ "12": "mohamed_salah",
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+ "13": "pavel_nedved",
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+ "14": "pele",
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+ "15": "riyan_giggs",
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+ "16": "roberto_baggio",
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+ "17": "roberto_carlos",
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+ "18": "ronaldinho",
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+ "19": "ronaldo_nazario",
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+ "2": "andriy_shevchenko",
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+ "20": "samuel_eto",
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+ "21": "zlatan_ibrahimovic",
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+ "3": "cristiano_ronaldo",
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+ "4": "didier_drogba",
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+ "5": "diego_maradona",
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+ "6": "edinson_cavani",
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+ "7": "francesco_totti",
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+ "8": "gianlugi_buffon",
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+ "9": "iker_casillas"
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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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+ "alessandro_del_piero": "0",
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+ "andreas_iniesta": "1",
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+ "andriy_shevchenko": "2",
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+ "cristiano_ronaldo": "3",
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+ "didier_drogba": "4",
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+ "diego_maradona": "5",
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+ "edinson_cavani": "6",
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+ "francesco_totti": "7",
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+ "gianlugi_buffon": "8",
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+ "iker_casillas": "9",
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+ "lionel_messi": "10",
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+ "luka_modric": "11",
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+ "mohamed_salah": "12",
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+ "pavel_nedved": "13",
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+ "pele": "14",
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+ "riyan_giggs": "15",
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+ "roberto_baggio": "16",
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+ "roberto_carlos": "17",
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+ "ronaldinho": "18",
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+ "ronaldo_nazario": "19",
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+ "samuel_eto": "20",
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+ "zlatan_ibrahimovic": "21"
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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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+ "pooler_act": "tanh",
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+ "pooler_output_size": 768,
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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": "4.55.2"
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+ }
eval_results.json ADDED
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+ {
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+ "eval_accuracy": 0.045201668984700974,
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+ "eval_f1": 0.030509576169099214,
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+ "eval_loss": 3.0921106338500977,
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+ "eval_model_preparation_time": 0.0028,
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+ "eval_runtime": 624.2608,
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+ "eval_samples_per_second": 2.304,
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+ "eval_steps_per_second": 0.288
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+ }
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