Upload folder using huggingface_hub
Browse files- README.md +42 -0
- checkpoint-549/config.json +39 -0
- checkpoint-549/model.safetensors +3 -0
- checkpoint-549/optimizer.pt +3 -0
- checkpoint-549/rng_state.pth +3 -0
- checkpoint-549/scheduler.pt +3 -0
- checkpoint-549/trainer_state.json +159 -0
- checkpoint-549/training_args.bin +3 -0
- config.json +39 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
- training_params.json +28 -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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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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- abhishek/autotrain-data-3iqe-6zi8-5xf73
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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 Metricsg
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loss: nan
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f1_macro: 0.09132538710036761
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f1_micro: 0.1690909090909091
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f1_weighted: 0.08854425957244272
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precision_macro: 0.07907624633431085
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precision_micro: 0.1690909090909091
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precision_weighted: 0.08039189549453478
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recall_macro: 0.18150387596899226
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recall_micro: 0.1690909090909091
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recall_weighted: 0.1690909090909091
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accuracy: 0.1690909090909091
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checkpoint-549/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224",
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"_num_labels": 5,
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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": "daisy",
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"1": "dandelion",
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"2": "rose",
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"3": "sunflower",
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"4": "tulip"
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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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"daisy": 0,
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"dandelion": 1,
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"rose": 2,
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"sunflower": 3,
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"tulip": 4
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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": "4.36.1"
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}
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checkpoint-549/model.safetensors
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version https://git-lfs.github.com/spec/v1
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checkpoint-549/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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checkpoint-549/rng_state.pth
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checkpoint-549/scheduler.pt
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checkpoint-549/trainer_state.json
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}
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checkpoint-549/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4c522ce2fb275c85a565b7846bc8f50415d90ea906429a3dae1b7dec55d9a228
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size 4728
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224",
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"_num_labels": 5,
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"architectures": [
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"ViTForImageClassification"
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],
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"2": "rose",
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},
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|
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|
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|
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"torch_dtype": "float32",
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"transformers_version": "4.36.1"
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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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preprocessor_config.json
ADDED
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|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_rescale": true,
|
4 |
+
"do_resize": true,
|
5 |
+
"image_mean": [
|
6 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4c522ce2fb275c85a565b7846bc8f50415d90ea906429a3dae1b7dec55d9a228
|
3 |
+
size 4728
|
training_params.json
ADDED
@@ -0,0 +1,28 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "abhishek/autotrain-data-3iqe-6zi8-5xf73",
|
3 |
+
"model": "google/vit-base-patch16-224",
|
4 |
+
"lr": 0.003,
|
5 |
+
"epochs": 3,
|
6 |
+
"batch_size": 4,
|
7 |
+
"warmup_ratio": 0.1,
|
8 |
+
"gradient_accumulation": 1,
|
9 |
+
"optimizer": "adamw_torch",
|
10 |
+
"scheduler": "linear",
|
11 |
+
"weight_decay": 0.0,
|
12 |
+
"max_grad_norm": 1.0,
|
13 |
+
"seed": 42,
|
14 |
+
"train_split": "train",
|
15 |
+
"valid_split": "validation",
|
16 |
+
"logging_steps": -1,
|
17 |
+
"project_name": "/tmp/model",
|
18 |
+
"auto_find_batch_size": false,
|
19 |
+
"mixed_precision": "fp16",
|
20 |
+
"save_total_limit": 1,
|
21 |
+
"save_strategy": "epoch",
|
22 |
+
"push_to_hub": true,
|
23 |
+
"repo_id": "abhishek/3iqe-6zi8-5xf73-0",
|
24 |
+
"evaluation_strategy": "epoch",
|
25 |
+
"image_column": "autotrain_image",
|
26 |
+
"target_column": "autotrain_label",
|
27 |
+
"log": "none"
|
28 |
+
}
|