Commit
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25e3208
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Parent(s):
4a8eeaf
add model
Browse files- .gitignore +1 -0
- README.md +55 -0
- config.json +28 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
.gitignore
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checkpoint-*/
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README.md
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---
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tags:
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- generated_from_trainer
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datasets:
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- image_folder
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model_index:
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- name: test_model_a
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results:
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- task:
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name: Image Classification
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type: image-classification
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dataset:
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name: image_folder
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type: image_folder
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args: default
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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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# test_model_a
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This model is a fine-tuned version of [lysandre/tiny-vit-random](https://huggingface.co/lysandre/tiny-vit-random) on the image_folder dataset.
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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: 5e-05
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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: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- training_steps: 40
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### Framework versions
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- Transformers 4.8.2
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- Pytorch 1.9.0+cu102
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- Datasets 1.9.1.dev0
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- Tokenizers 0.10.3
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config.json
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{
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"_name_or_path": "lysandre/tiny-vit-random",
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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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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 32,
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"id2label": {
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"0": "cat",
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"1": "dog"
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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": 32,
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"label2id": {
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"cat": "0",
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"dog": "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": 2,
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"num_channels": 3,
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"num_hidden_layers": 2,
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"patch_size": 16,
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"transformers_version": "4.8.2"
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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 sha256:433b72a27f58e7eacfb2e0f9d6defeeb28305075c663531191dec66a0f61f5bd
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size 190893
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a8c0b14169b4bec7ca8fb7355c98f7642b26b1a5a065cf9ae8201096e4c4271c
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size 2671
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