Iqbaliswinning
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End of training
Browse files- README.md +50 -0
- config.json +43 -0
- model.safetensors +3 -0
- runs/Jul01_15-34-53_7bc29a367953/events.out.tfevents.1719848101.7bc29a367953.25157.0 +3 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: google/vit-base-patch16-224
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tags:
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- generated_from_trainer
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datasets:
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- imagefolder
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model-index:
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- name: results
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results: []
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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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# results
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This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on the imagefolder 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: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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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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- num_epochs: 3
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### Framework versions
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- Transformers 4.42.3
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- Pytorch 2.3.1+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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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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"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": "anger",
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"1": "contempt",
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"2": "disgust",
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"3": "fear",
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"4": "happy",
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"5": "neutral",
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"6": "sad",
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"7": "surprise"
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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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"anger": "0",
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"contempt": "1",
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"disgust": "2",
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"fear": "3",
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"happy": "4",
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"neutral": "5",
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"sad": "6",
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"surprise": "7"
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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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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.42.3"
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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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oid sha256:d7df9a10e8326213814db0c2a64892611bdf457de9bfb9380e1a1ac012748773
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size 343242432
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runs/Jul01_15-34-53_7bc29a367953/events.out.tfevents.1719848101.7bc29a367953.25157.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:60f8afb5c39c566b4135c2c775356d934fa1a3e5a51f707ba9cf92fd5416f9b5
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size 14959
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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:eada7c4805248391aa14e10ff7f4890637eaf78417f7f3c81ce828ff007bb57f
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size 5112
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