Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +26 -0
- config.json +50 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.bin.* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags: autotrain
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datasets:
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- abhishek/autotrain-data-vision_877913e77fb94b7abd4dafc5ebf830b0
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co2_eq_emissions: 0.2438639401641305
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---
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# Model Trained Using AutoTrain
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- Problem type: Multi-class Classification
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- Model ID: 7024732
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- CO2 Emissions (in grams): 0.2438639401641305
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## Validation Metrics
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- Loss: 0.16775867342948914
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- Accuracy: 0.9473333333333334
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- Macro F1: 0.9473921270228505
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- Micro F1: 0.9473333333333334
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- Weighted F1: 0.9473921270228505
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- Macro Precision: 0.9478705813419325
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- Micro Precision: 0.9473333333333334
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- Weighted Precision: 0.9478705813419323
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- Macro Recall: 0.9473333333333332
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- Micro Recall: 0.9473333333333334
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- Weighted Recall: 0.9473333333333334
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config.json
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{
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"_name_or_path": "AutoTrain",
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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": "Ankle boot",
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"1": "Bag",
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"2": "Coat",
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"3": "Dress",
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"4": "Pullover",
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"5": "Sandal",
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"6": "Shirt",
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"7": "Sneaker",
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"8": "T - shirt / top",
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"9": "Trouser"
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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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"Ankle boot": "0",
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"Bag": "1",
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"Coat": "2",
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"Dress": "3",
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"Pullover": "4",
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"Sandal": "5",
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"Shirt": "6",
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"Sneaker": "7",
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"T - shirt / top": "8",
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"Trouser": "9"
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},
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"layer_norm_eps": 1e-12,
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"max_length": 128,
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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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"padding": "max_length",
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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": "4.20.0"
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "ViTFeatureExtractor",
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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_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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"size": 224
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:807c688322b29b9282375b8911fd05904ff0ec5bbed1443f549eaf726c9724d0
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size 343291569
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