🍻 cheers
Browse files- README.md +61 -0
- all_results.json +9 -0
- config.json +73 -0
- eval_results.json +9 -0
- model.safetensors +3 -0
- runs/Aug17_13-25-26_LAPTOP-PAULA/events.out.tfevents.1755459497.LAPTOP-PAULA.10696.0 +3 -0
- runs/Aug17_14-43-49_LAPTOP-PAULA/events.out.tfevents.1755463987.LAPTOP-PAULA.10696.1 +3 -0
- runs/Aug17_14-43-49_LAPTOP-PAULA/events.out.tfevents.1755464568.LAPTOP-PAULA.10696.2 +3 -0
- runs/Aug17_14-43-49_LAPTOP-PAULA/events.out.tfevents.1755466301.LAPTOP-PAULA.10696.3 +3 -0
- training_args.bin +3 -0
README.md
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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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<!-- 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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# vit-ena24-clase
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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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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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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### Framework versions
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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
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all_results.json
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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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config.json
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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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}
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eval_results.json
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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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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 343285496
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runs/Aug17_13-25-26_LAPTOP-PAULA/events.out.tfevents.1755459497.LAPTOP-PAULA.10696.0
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version https://git-lfs.github.com/spec/v1
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runs/Aug17_14-43-49_LAPTOP-PAULA/events.out.tfevents.1755463987.LAPTOP-PAULA.10696.1
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version https://git-lfs.github.com/spec/v1
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runs/Aug17_14-43-49_LAPTOP-PAULA/events.out.tfevents.1755464568.LAPTOP-PAULA.10696.2
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version https://git-lfs.github.com/spec/v1
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runs/Aug17_14-43-49_LAPTOP-PAULA/events.out.tfevents.1755466301.LAPTOP-PAULA.10696.3
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version https://git-lfs.github.com/spec/v1
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5713
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