Upload folder using huggingface_hub
Browse files- checkpoint-446/config.json +132 -0
- checkpoint-446/model.safetensors +3 -0
- checkpoint-446/optimizer.pt +3 -0
- checkpoint-446/preprocessor_config.json +22 -0
- checkpoint-446/rng_state.pth +3 -0
- checkpoint-446/scheduler.pt +3 -0
- checkpoint-446/trainer_state.json +39 -0
- checkpoint-446/training_args.bin +3 -0
- config.json +1 -1
- model.safetensors +1 -1
- training_args.bin +2 -2
checkpoint-446/config.json
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{
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"_name_or_path": "dima806/medicinal_plants_image_detection",
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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": "Amla",
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"1": "Curry",
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"2": "Betel",
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"3": "Bamboo",
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"4": "Palak(Spinach)",
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"5": "Coriender",
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"6": "Ashoka",
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"7": "Seethapala",
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"8": "Lemon_grass",
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"9": "Pappaya",
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"10": "Curry_Leaf",
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"11": "Lemon",
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"12": "Nooni",
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"13": "Henna",
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"14": "Mango",
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"15": "Doddpathre",
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"16": "Amruta_Balli",
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"17": "Betel_Nut",
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"18": "Tulsi",
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"19": "Pomegranate",
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"20": "Castor",
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"21": "Jackfruit",
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"22": "Insulin",
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"23": "Pepper",
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"24": "Raktachandini",
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"25": "Aloevera",
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"26": "Jasmine",
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"27": "Doddapatre",
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"28": "Neem",
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"29": "Geranium",
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"30": "Rose",
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"31": "Gauva",
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"32": "Hibiscus",
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"33": "Nithyapushpa",
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"34": "Wood_sorel",
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"35": "Tamarind",
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"36": "Guava",
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"37": "Bhrami",
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"38": "Sapota",
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"39": "Basale",
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"40": "Avacado",
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"41": "Ashwagandha",
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"42": "Nagadali",
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"43": "Arali",
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"44": "Ekka",
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"45": "Ganike",
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"46": "Tulasi",
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"47": "Honge",
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"48": "Mint",
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"49": "Catharanthus",
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"50": "Papaya",
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"51": "Brahmi"
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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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"Aloevera": 25,
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"Amla": 0,
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"Amruta_Balli": 16,
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"Arali": 43,
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"Ashoka": 6,
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"Ashwagandha": 41,
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"Avacado": 40,
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"Bamboo": 3,
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"Basale": 39,
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"Betel": 2,
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"Betel_Nut": 17,
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"Bhrami": 37,
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"Brahmi": 51,
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"Castor": 20,
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"Catharanthus": 49,
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"Coriender": 5,
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"Curry": 1,
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"Curry_Leaf": 10,
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"Doddapatre": 27,
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"Doddpathre": 15,
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"Ekka": 44,
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"Ganike": 45,
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"Gauva": 31,
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"Geranium": 29,
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"Guava": 36,
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"Henna": 13,
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"Hibiscus": 32,
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"Honge": 47,
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"Insulin": 22,
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"Jackfruit": 21,
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"Jasmine": 26,
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"Lemon": 11,
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"Lemon_grass": 8,
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"Mango": 14,
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"Mint": 48,
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"Nagadali": 42,
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"Neem": 28,
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"Nithyapushpa": 33,
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"Nooni": 12,
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"Palak(Spinach)": 4,
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"Papaya": 50,
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"Pappaya": 9,
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"Pepper": 23,
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"Pomegranate": 19,
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"Raktachandini": 24,
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"Rose": 30,
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"Sapota": 38,
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"Seethapala": 7,
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"Tamarind": 35,
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"Tulasi": 46,
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"Tulsi": 18,
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"Wood_sorel": 34
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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": "4.38.1"
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}
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checkpoint-446/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0df2a7d9bbcd893c60ed9ac390ac1d6c6bf680222c2a3958f56e797f3adfe175
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size 343377784
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checkpoint-446/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 686876037
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checkpoint-446/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-446/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14575
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checkpoint-446/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-446/trainer_state.json
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{
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"best_metric": 0.20114386081695557,
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"best_model_checkpoint": "medicinal_plants_image_detection/checkpoint-446",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 446,
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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": 1.0,
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"eval_accuracy": 0.9960718294051627,
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"eval_loss": 0.20360320806503296,
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"eval_runtime": 54.3218,
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"eval_samples_per_second": 32.804,
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"eval_steps_per_second": 4.105,
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"step": 223
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9960718294051627,
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"eval_loss": 0.20114386081695557,
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"eval_runtime": 54.6489,
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"eval_samples_per_second": 32.608,
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"eval_steps_per_second": 4.081,
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"step": 446
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}
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],
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"logging_steps": 500,
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"max_steps": 446,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 2,
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"save_steps": 500,
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"total_flos": 1.1046006556118876e+18,
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"train_batch_size": 32,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-446/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:690501f837a660632141f3d1bb13f8add2bdc389eb9cfe8b011ddabeda62507c
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size 4411
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config.json
CHANGED
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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.
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}
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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": "4.38.1"
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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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size 343377784
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size 343377784
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training_args.bin
CHANGED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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size 4411
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