Upload folder using huggingface_hub
Browse files- checkpoint-835/config.json +132 -0
- checkpoint-835/model.safetensors +3 -0
- checkpoint-835/optimizer.pt +3 -0
- checkpoint-835/preprocessor_config.json +36 -0
- checkpoint-835/rng_state.pth +3 -0
- checkpoint-835/scheduler.pt +3 -0
- checkpoint-835/trainer_state.json +73 -0
- checkpoint-835/training_args.bin +3 -0
- config.json +1 -1
- model.safetensors +1 -1
- preprocessor_config.json +14 -0
- training_args.bin +2 -2
checkpoint-835/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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| 71 |
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"Amruta_Balli": 16,
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| 72 |
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"Arali": 43,
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"Ashoka": 6,
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| 74 |
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"Ashwagandha": 41,
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| 75 |
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"Avacado": 40,
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| 76 |
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"Bamboo": 3,
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| 77 |
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"Basale": 39,
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| 78 |
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"Betel": 2,
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| 79 |
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"Betel_Nut": 17,
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| 80 |
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"Bhrami": 37,
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"Brahmi": 51,
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| 82 |
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"Castor": 20,
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| 83 |
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"Catharanthus": 49,
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| 84 |
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"Coriender": 5,
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| 85 |
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"Curry": 1,
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| 86 |
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"Curry_Leaf": 10,
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| 87 |
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"Doddapatre": 27,
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| 88 |
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"Doddpathre": 15,
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| 89 |
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"Ekka": 44,
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| 90 |
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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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| 106 |
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"Nithyapushpa": 33,
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| 107 |
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"Nooni": 12,
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| 108 |
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"Palak(Spinach)": 4,
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| 109 |
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"Papaya": 50,
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| 110 |
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"Pappaya": 9,
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| 111 |
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"Pepper": 23,
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| 112 |
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"Pomegranate": 19,
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| 113 |
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"Raktachandini": 24,
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| 114 |
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"Rose": 30,
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| 115 |
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"Sapota": 38,
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| 116 |
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"Seethapala": 7,
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| 117 |
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"Tamarind": 35,
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| 118 |
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"Tulasi": 46,
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| 119 |
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"Tulsi": 18,
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| 120 |
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"Wood_sorel": 34
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| 121 |
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},
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| 122 |
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"layer_norm_eps": 1e-12,
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| 123 |
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"model_type": "vit",
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| 124 |
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"num_attention_heads": 12,
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| 125 |
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"num_channels": 3,
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| 126 |
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"num_hidden_layers": 12,
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| 127 |
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"patch_size": 16,
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| 128 |
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"problem_type": "single_label_classification",
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| 129 |
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"qkv_bias": true,
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| 130 |
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"torch_dtype": "float32",
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| 131 |
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"transformers_version": "4.40.0"
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}
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checkpoint-835/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:030d4e0b6cc70cdd0dc2f9404e202b0bfda87ace67692ec1a9884d727ecf0319
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size 343377784
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checkpoint-835/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3391c687e8e0a87703fc79832897bf5f33b019b1ae6ee2315e2856586277fae3
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size 686876037
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checkpoint-835/preprocessor_config.json
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{
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"_valid_processor_keys": [
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| 3 |
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"images",
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| 4 |
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"do_resize",
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| 5 |
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"size",
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| 6 |
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"resample",
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| 7 |
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"do_rescale",
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| 8 |
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"rescale_factor",
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| 9 |
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"do_normalize",
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| 10 |
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"image_mean",
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| 11 |
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"image_std",
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| 12 |
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"return_tensors",
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| 13 |
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"data_format",
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| 14 |
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"input_data_format"
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| 15 |
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],
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| 16 |
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"do_normalize": true,
|
| 17 |
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"do_rescale": true,
|
| 18 |
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"do_resize": true,
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| 19 |
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"image_mean": [
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| 20 |
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0.5,
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| 21 |
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0.5,
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| 22 |
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0.5
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| 23 |
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],
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| 24 |
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"image_processor_type": "ViTImageProcessor",
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| 25 |
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"image_std": [
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| 26 |
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0.5,
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| 27 |
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0.5,
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| 28 |
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0.5
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| 29 |
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],
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| 30 |
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"resample": 2,
|
| 31 |
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"rescale_factor": 0.00392156862745098,
|
| 32 |
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"size": {
|
| 33 |
+
"height": 224,
|
| 34 |
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"width": 224
|
| 35 |
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}
|
| 36 |
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}
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checkpoint-835/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:5507b1ee72ec5546abb597649876e9004ee944d7068000bf048fb9e6779aa278
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| 3 |
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size 14575
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checkpoint-835/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:99e313c37a058266634c0d78468f85f04a990a7e6283dbe878dbb31915122454
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| 3 |
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size 627
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checkpoint-835/trainer_state.json
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{
|
| 2 |
+
"best_metric": 0.1951761394739151,
|
| 3 |
+
"best_model_checkpoint": "medicinal_plants_image_detection/checkpoint-835",
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
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"global_step": 835,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_accuracy": 0.9969127140050519,
|
| 14 |
+
"eval_loss": 0.19725103676319122,
|
| 15 |
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"eval_runtime": 108.0824,
|
| 16 |
+
"eval_samples_per_second": 32.966,
|
| 17 |
+
"eval_steps_per_second": 4.126,
|
| 18 |
+
"step": 167
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
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"eval_accuracy": 0.9969127140050519,
|
| 23 |
+
"eval_loss": 0.19647938013076782,
|
| 24 |
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"eval_runtime": 108.5317,
|
| 25 |
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"eval_samples_per_second": 32.829,
|
| 26 |
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"eval_steps_per_second": 4.109,
|
| 27 |
+
"step": 334
|
| 28 |
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},
|
| 29 |
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{
|
| 30 |
+
"epoch": 2.9940119760479043,
|
| 31 |
+
"grad_norm": 2.3671224117279053,
|
| 32 |
+
"learning_rate": 2.1337579617834394e-07,
|
| 33 |
+
"loss": 0.1796,
|
| 34 |
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"step": 500
|
| 35 |
+
},
|
| 36 |
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{
|
| 37 |
+
"epoch": 3.0,
|
| 38 |
+
"eval_accuracy": 0.9969127140050519,
|
| 39 |
+
"eval_loss": 0.1956968903541565,
|
| 40 |
+
"eval_runtime": 109.0018,
|
| 41 |
+
"eval_samples_per_second": 32.688,
|
| 42 |
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"eval_steps_per_second": 4.092,
|
| 43 |
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"step": 501
|
| 44 |
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},
|
| 45 |
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{
|
| 46 |
+
"epoch": 4.0,
|
| 47 |
+
"eval_accuracy": 0.9969127140050519,
|
| 48 |
+
"eval_loss": 0.1952677220106125,
|
| 49 |
+
"eval_runtime": 108.6179,
|
| 50 |
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"eval_samples_per_second": 32.803,
|
| 51 |
+
"eval_steps_per_second": 4.106,
|
| 52 |
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"step": 668
|
| 53 |
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},
|
| 54 |
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{
|
| 55 |
+
"epoch": 5.0,
|
| 56 |
+
"eval_accuracy": 0.997193376368229,
|
| 57 |
+
"eval_loss": 0.1951761394739151,
|
| 58 |
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"eval_runtime": 108.2776,
|
| 59 |
+
"eval_samples_per_second": 32.906,
|
| 60 |
+
"eval_steps_per_second": 4.119,
|
| 61 |
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"step": 835
|
| 62 |
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}
|
| 63 |
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],
|
| 64 |
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"logging_steps": 500,
|
| 65 |
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"max_steps": 835,
|
| 66 |
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"num_input_tokens_seen": 0,
|
| 67 |
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"num_train_epochs": 5,
|
| 68 |
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"save_steps": 500,
|
| 69 |
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"total_flos": 2.0711262292722893e+18,
|
| 70 |
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"train_batch_size": 32,
|
| 71 |
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"trial_name": null,
|
| 72 |
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"trial_params": null
|
| 73 |
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}
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checkpoint-835/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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oid sha256:6979b9bdf8e93dd08d4f7ee4489828b811fd2b14775f3062eeaa4b673581fe4b
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size 4475
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config.json
CHANGED
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@@ -128,5 +128,5 @@
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| 128 |
"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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| 128 |
"problem_type": "single_label_classification",
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"qkv_bias": true,
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| 130 |
"torch_dtype": "float32",
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"transformers_version": "4.40.0"
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}
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model.safetensors
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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| 3 |
size 343377784
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| 1 |
version https://git-lfs.github.com/spec/v1
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+
oid sha256:030d4e0b6cc70cdd0dc2f9404e202b0bfda87ace67692ec1a9884d727ecf0319
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| 3 |
size 343377784
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preprocessor_config.json
CHANGED
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@@ -1,4 +1,18 @@
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| 1 |
{
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"do_normalize": true,
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| 3 |
"do_rescale": true,
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| 4 |
"do_resize": true,
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| 1 |
{
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| 2 |
+
"_valid_processor_keys": [
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| 3 |
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"images",
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| 4 |
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"do_resize",
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| 5 |
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"size",
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| 6 |
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"resample",
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| 7 |
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"do_rescale",
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| 8 |
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"rescale_factor",
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| 9 |
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"do_normalize",
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| 10 |
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"image_mean",
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| 11 |
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"image_std",
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| 12 |
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"return_tensors",
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| 13 |
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"data_format",
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| 14 |
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"input_data_format"
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| 15 |
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],
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| 16 |
"do_normalize": true,
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| 17 |
"do_rescale": true,
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| 18 |
"do_resize": true,
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training_args.bin
CHANGED
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@@ -1,3 +1,3 @@
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| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:
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| 3 |
-
size
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| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:6979b9bdf8e93dd08d4f7ee4489828b811fd2b14775f3062eeaa4b673581fe4b
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| 3 |
+
size 4475
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