Upload folder using huggingface_hub
Browse files- config.json +128 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- trainer_state.json +65 -0
- training_args.bin +3 -0
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": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"8": "LABEL_8",
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"9": "LABEL_9",
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"10": "LABEL_10",
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"11": "LABEL_11",
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"12": "LABEL_12",
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"13": "LABEL_13",
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"14": "LABEL_14",
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"15": "LABEL_15",
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"16": "LABEL_16",
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"17": "LABEL_17",
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"18": "LABEL_18",
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"19": "LABEL_19",
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"20": "LABEL_20",
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"21": "LABEL_21",
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"22": "LABEL_22",
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"23": "LABEL_23",
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"24": "LABEL_24",
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"25": "LABEL_25",
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"26": "LABEL_26",
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"27": "LABEL_27",
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"28": "LABEL_28",
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"29": "LABEL_29",
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"30": "LABEL_30",
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"31": "LABEL_31",
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"32": "LABEL_32",
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"33": "LABEL_33",
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"34": "LABEL_34",
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"35": "LABEL_35",
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"36": "LABEL_36",
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"37": "LABEL_37",
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"38": "LABEL_38",
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"39": "LABEL_39",
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"40": "LABEL_40",
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"41": "LABEL_41",
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"42": "LABEL_42",
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"43": "LABEL_43",
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"44": "LABEL_44",
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"45": "LABEL_45",
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"46": "LABEL_46",
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"47": "LABEL_47",
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"48": "LABEL_48",
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"49": "LABEL_49"
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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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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_10": 10,
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"LABEL_11": 11,
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"LABEL_12": 12,
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"LABEL_13": 13,
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"LABEL_14": 14,
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"LABEL_15": 15,
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"LABEL_16": 16,
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"LABEL_17": 17,
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"LABEL_18": 18,
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"LABEL_19": 19,
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"LABEL_2": 2,
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"LABEL_20": 20,
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"LABEL_21": 21,
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"LABEL_22": 22,
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"LABEL_23": 23,
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"LABEL_24": 24,
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"LABEL_25": 25,
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"LABEL_26": 26,
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"LABEL_27": 27,
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"LABEL_28": 28,
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"LABEL_29": 29,
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"LABEL_3": 3,
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"LABEL_30": 30,
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"LABEL_31": 31,
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"LABEL_32": 32,
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"LABEL_33": 33,
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"LABEL_34": 34,
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"LABEL_35": 35,
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"LABEL_36": 36,
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"LABEL_37": 37,
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"LABEL_38": 38,
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"LABEL_39": 39,
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"LABEL_4": 4,
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"LABEL_40": 40,
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"LABEL_41": 41,
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"LABEL_42": 42,
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"LABEL_43": 43,
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"LABEL_44": 44,
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"LABEL_45": 45,
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"LABEL_46": 46,
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"LABEL_47": 47,
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"LABEL_48": 48,
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"LABEL_49": 49,
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"LABEL_5": 5,
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"LABEL_6": 6,
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"LABEL_7": 7,
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"LABEL_8": 8,
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"LABEL_9": 9
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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": "4.44.0"
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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 sha256:6d3e688d519fa64cb2b9451b27a9c8594d0b6f5bb8e242eb8474c92cd3a65f45
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size 343372752
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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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trainer_state.json
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{
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"best_metric": 0.8997333333333334,
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| 3 |
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"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0522/checkpoints/checkpoint-666",
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| 4 |
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"epoch": 2.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 666,
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| 7 |
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
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| 10 |
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"log_history": [
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| 11 |
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{
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| 12 |
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"epoch": 1.0,
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| 13 |
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"grad_norm": 1.6664453744888306,
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| 14 |
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"learning_rate": 0.0003,
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| 15 |
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"loss": 0.5642,
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| 16 |
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"step": 333
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},
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| 18 |
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{
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| 19 |
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"epoch": 1.0,
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| 20 |
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"eval_accuracy": 0.8968,
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| 21 |
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"eval_loss": 0.35965070128440857,
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| 22 |
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"eval_runtime": 12.5358,
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| 23 |
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"eval_samples_per_second": 299.144,
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| 24 |
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"eval_steps_per_second": 4.707,
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| 25 |
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"step": 333
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| 26 |
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},
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| 27 |
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{
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| 28 |
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"epoch": 2.0,
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| 29 |
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"grad_norm": 7.732741832733154,
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| 30 |
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"learning_rate": 0.0003,
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| 31 |
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"loss": 0.2573,
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| 32 |
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"step": 666
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| 33 |
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},
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| 34 |
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{
|
| 35 |
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"epoch": 2.0,
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| 36 |
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"eval_accuracy": 0.8997333333333334,
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| 37 |
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"eval_loss": 0.3568018972873688,
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| 38 |
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"eval_runtime": 12.6297,
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| 39 |
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"eval_samples_per_second": 296.92,
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| 40 |
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"eval_steps_per_second": 4.672,
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| 41 |
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"step": 666
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| 42 |
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}
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| 43 |
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],
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| 44 |
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"logging_steps": 500,
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| 45 |
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"max_steps": 2331,
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| 46 |
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"num_input_tokens_seen": 0,
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| 47 |
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"num_train_epochs": 7,
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| 48 |
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"save_steps": 500,
|
| 49 |
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"stateful_callbacks": {
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| 50 |
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"TrainerControl": {
|
| 51 |
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"args": {
|
| 52 |
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"should_epoch_stop": false,
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| 53 |
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"should_evaluate": false,
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| 54 |
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"should_log": false,
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| 55 |
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"should_save": true,
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| 56 |
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"should_training_stop": false
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| 57 |
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},
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| 58 |
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"attributes": {}
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| 59 |
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}
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| 60 |
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},
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| 61 |
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"total_flos": 3.29482641245184e+18,
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| 62 |
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"train_batch_size": 64,
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| 63 |
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"trial_name": null,
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| 64 |
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"trial_params": null
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| 65 |
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}
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training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:eba55d5dcb4c09e62f1a27b7bb7281cea8d646546b50a96911d3857ddfcdfa81
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| 3 |
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size 5368
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