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Browse files- checkpoint-2148/config.json +32 -0
- checkpoint-2148/optimizer.pt +3 -0
- checkpoint-2148/preprocessor_config.json +22 -0
- checkpoint-2148/pytorch_model.bin +3 -0
- checkpoint-2148/rng_state.pth +3 -0
- checkpoint-2148/scheduler.pt +3 -0
- checkpoint-2148/trainer_state.json +61 -0
- checkpoint-2148/training_args.bin +3 -0
- config.json +32 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-2148/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": "closeEye",
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"1": "openEye"
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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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"closeEye": 0,
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"openEye": 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": "4.34.1"
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}
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checkpoint-2148/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:be540e91af74d9f0b676279378dc6064c0940b83f8dedb2b1e1d5cc193b04a40
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size 686568453
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checkpoint-2148/preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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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_processor_type": "ViTImageProcessor",
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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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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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checkpoint-2148/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ca6301107c61fefc40d1cda71083e005698c65a53f30635eeb16230e37888c74
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size 343268717
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checkpoint-2148/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0486fda44585a1c7b85f93e72a2ab55d71039261aca0a1f2a1c7cb4498f646ca
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size 14575
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checkpoint-2148/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 627
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checkpoint-2148/trainer_state.json
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{
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"best_metric": 0.03790619224309921,
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"best_model_checkpoint": "closed_eyes_image_detection/checkpoint-2148",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 2148,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.47,
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"learning_rate": 7.855100095328886e-06,
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"loss": 0.1278,
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"step": 500
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},
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{
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"epoch": 0.93,
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"learning_rate": 5.471877979027645e-06,
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"loss": 0.0427,
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"step": 1000
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9882428263779757,
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"eval_loss": 0.04302121326327324,
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"eval_runtime": 157.2067,
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"eval_samples_per_second": 109.289,
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"eval_steps_per_second": 3.416,
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"step": 1074
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},
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{
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"epoch": 1.4,
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"learning_rate": 3.088655862726406e-06,
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"loss": 0.0365,
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"step": 1500
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},
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{
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"epoch": 1.86,
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"learning_rate": 7.054337464251669e-07,
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"loss": 0.0315,
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"step": 2000
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9891158838251557,
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"eval_loss": 0.03790619224309921,
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"eval_runtime": 156.6539,
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"eval_samples_per_second": 109.675,
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"eval_steps_per_second": 3.428,
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"step": 2148
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}
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],
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"logging_steps": 500,
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"max_steps": 2148,
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"num_train_epochs": 2,
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"save_steps": 500,
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"total_flos": 1.0650964004567212e+19,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-2148/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4841972deb4ed243d9bc4d5ed50ce6770f3b4ab70c51a18c3e412c191a12d6ad
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size 4027
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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": "closeEye",
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"1": "openEye"
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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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"closeEye": 0,
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"openEye": 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": "4.34.1"
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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_rescale": true,
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"do_resize": true,
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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_processor_type": "ViTImageProcessor",
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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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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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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:ca6301107c61fefc40d1cda71083e005698c65a53f30635eeb16230e37888c74
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size 343268717
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4841972deb4ed243d9bc4d5ed50ce6770f3b4ab70c51a18c3e412c191a12d6ad
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size 4027
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