Upload folder using huggingface_hub
Browse files- README.md +34 -0
- checkpoint-375/config.json +33 -0
- checkpoint-375/model.safetensors +3 -0
- checkpoint-375/optimizer.pt +3 -0
- checkpoint-375/rng_state.pth +3 -0
- checkpoint-375/scheduler.pt +3 -0
- checkpoint-375/trainer_state.json +606 -0
- checkpoint-375/training_args.bin +3 -0
- config.json +33 -0
- model.safetensors +3 -0
- preprocessor_config.json +23 -0
- runs/Jun12_16-01-54_r-aisoma-bittensor-streetvision-rx1r66oz-79cb4-x0ge5/events.out.tfevents.1749744116.r-aisoma-bittensor-streetvision-rx1r66oz-79cb4-x0ge5.70.0 +2 -2
- runs/Jun12_16-01-54_r-aisoma-bittensor-streetvision-rx1r66oz-79cb4-x0ge5/events.out.tfevents.1749745954.r-aisoma-bittensor-streetvision-rx1r66oz-79cb4-x0ge5.70.1 +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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- transformers
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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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- AISOMA-Bittensor/roadworks_v2
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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: 0.1497480720281601
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f1: 0.9473684210526315
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precision: 0.908256880733945
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recall: 0.99
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auc: 0.9913000000000001
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accuracy: 0.945
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checkpoint-375/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224",
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"_num_labels": 2,
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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": "0",
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"1": "1"
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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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"0": 0,
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"1": 1
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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": "4.48.0"
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}
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checkpoint-375/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:611878881f18fae1f0f3b12c3678bdc3b5cf119aa8786285adc4ef5663cb30f8
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size 343223968
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checkpoint-375/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:549ac473b0715e9622282b14457b10c9139f4da1e6aeea816fe37e93325f55b9
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size 686568890
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checkpoint-375/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:95b6047bd8cc6f4cdf7c46dea47edb8e542435510070c6cd1e0a7d9ccf5fd7da
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size 14244
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checkpoint-375/scheduler.pt
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oid sha256:7502e1238d855a7f3a4b4b537be1e07c717c3546208cccb33c3dde5ae6823d05
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size 1064
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checkpoint-375/trainer_state.json
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| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "test",
|
| 17 |
+
"logging_steps": -1,
|
| 18 |
+
"project_name": "roadworks-v03",
|
| 19 |
+
"auto_find_batch_size": false,
|
| 20 |
+
"mixed_precision": "fp16",
|
| 21 |
+
"save_total_limit": 1,
|
| 22 |
+
"push_to_hub": true,
|
| 23 |
+
"eval_strategy": "epoch",
|
| 24 |
+
"image_column": "image",
|
| 25 |
+
"target_column": "label",
|
| 26 |
+
"log": "tensorboard",
|
| 27 |
+
"early_stopping_patience": 5,
|
| 28 |
+
"early_stopping_threshold": 0.01
|
| 29 |
+
}
|