FellOffTheStairs
commited on
End of training
Browse files
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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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: Emotional_Recognition
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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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# Emotional_Recognition
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) 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: 8
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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 4.44.2
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- Pytorch 2.4.0+cu121
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- Datasets 2.21.0
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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-in21k",
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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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"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": "4.44.2"
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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 sha256:58b4fbc98bde702f0013d38ff94ded51688195b584a4e5f816ab980fce6af396
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size 343242432
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runs/Sep05_17-12-58_a4b37d6649e5/events.out.tfevents.1725556379.a4b37d6649e5.1237.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:1405dad0d75c3080e580f3ca67cda1cb46ef09309f157c5247164644a97d9e5b
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size 5459
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runs/Sep05_17-12-58_a4b37d6649e5/events.out.tfevents.1725556736.a4b37d6649e5.1237.1
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version https://git-lfs.github.com/spec/v1
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size 3611
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:5be40e7f7321036364fc904ab2e292ff1b0098c4c3767148670f7e1a65153437
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size 5176
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