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Browse files- README.md +41 -0
- checkpoint-16/config.json +37 -0
- checkpoint-16/model.safetensors +3 -0
- checkpoint-16/optimizer.pt +3 -0
- checkpoint-16/rng_state.pth +3 -0
- checkpoint-16/scheduler.pt +3 -0
- checkpoint-16/trainer_state.json +226 -0
- checkpoint-16/training_args.bin +3 -0
- config.json +37 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- runs/Aug26_18-48-21_r-vjsc-ships-t15nts5v-e7e59-nvgai/events.out.tfevents.1724698103.r-vjsc-ships-t15nts5v-e7e59-nvgai.144.0 +2 -2
- runs/Aug26_18-48-21_r-vjsc-ships-t15nts5v-e7e59-nvgai/events.out.tfevents.1724700173.r-vjsc-ships-t15nts5v-e7e59-nvgai.144.1 +3 -0
- training_args.bin +3 -0
- training_params.json +29 -0
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-large-patch16-384
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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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---
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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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loss: 1.0671894550323486
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f1_macro: 0.7
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f1_micro: 0.7
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f1_weighted: 0.6933333333333334
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precision_macro: 0.7499999999999999
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precision_micro: 0.7
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precision_weighted: 0.7333333333333333
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recall_macro: 0.7083333333333333
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recall_micro: 0.7
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recall_weighted: 0.7
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accuracy: 0.7
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checkpoint-16/config.json
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{
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"_name_or_path": "google/vit-large-patch16-384",
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"_num_labels": 4,
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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": 1024,
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"id2label": {
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"0": "HMS Ark Royal",
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"1": "HMS Eagle",
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"2": "Illustrious-class aircraft carrier",
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"3": "Implacable-class aircraft carrier"
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},
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"image_size": 384,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"HMS Ark Royal": 0,
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"HMS Eagle": 1,
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"Illustrious-class aircraft carrier": 2,
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"Implacable-class aircraft carrier": 3
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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": 16,
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"num_channels": 3,
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"num_hidden_layers": 24,
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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": "4.44.1"
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}
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checkpoint-16/model.safetensors
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checkpoint-16/optimizer.pt
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checkpoint-16/rng_state.pth
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checkpoint-16/scheduler.pt
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checkpoint-16/trainer_state.json
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