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Browse files- checkpoint-402/config.json +118 -0
- checkpoint-402/model.safetensors +3 -0
- checkpoint-402/optimizer.pt +3 -0
- checkpoint-402/preprocessor_config.json +22 -0
- checkpoint-402/rng_state.pth +3 -0
- checkpoint-402/scheduler.pt +3 -0
- checkpoint-402/trainer_state.json +39 -0
- checkpoint-402/training_args.bin +3 -0
- config.json +2 -2
- model.safetensors +1 -1
- training_args.bin +2 -2
checkpoint-402/config.json
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{
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"_name_or_path": "dima806/mammals_45_types_image_classification",
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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": "african_elephant",
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"1": "alpaca",
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"2": "american_bison",
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"3": "anteater",
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"4": "arctic_fox",
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"5": "armadillo",
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"6": "baboon",
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"7": "badger",
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"8": "blue_whale",
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"9": "brown_bear",
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"10": "camel",
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"11": "dolphin",
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"12": "giraffe",
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"13": "groundhog",
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"14": "highland_cattle",
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"15": "horse",
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"16": "jackal",
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"17": "kangaroo",
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"18": "koala",
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"19": "manatee",
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"20": "mongoose",
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"21": "mountain_goat",
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"22": "opossum",
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"23": "orangutan",
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"24": "otter",
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"25": "polar_bear",
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"26": "porcupine",
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"27": "red_panda",
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"28": "rhinoceros",
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"29": "sea_lion",
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"30": "seal",
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"31": "snow_leopard",
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"32": "squirrel",
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"33": "sugar_glider",
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"34": "tapir",
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"35": "vampire_bat",
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"36": "vicuna",
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"37": "walrus",
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"38": "warthog",
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"39": "water_buffalo",
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"40": "weasel",
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"41": "wildebeest",
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"42": "wombat",
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"43": "yak",
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"44": "zebra"
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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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"african_elephant": 0,
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"alpaca": 1,
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"american_bison": 2,
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"anteater": 3,
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"arctic_fox": 4,
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"armadillo": 5,
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"baboon": 6,
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"badger": 7,
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"blue_whale": 8,
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"brown_bear": 9,
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"camel": 10,
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"dolphin": 11,
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"giraffe": 12,
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"groundhog": 13,
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"highland_cattle": 14,
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"horse": 15,
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"jackal": 16,
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"kangaroo": 17,
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"koala": 18,
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"manatee": 19,
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"mongoose": 20,
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"mountain_goat": 21,
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"opossum": 22,
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"orangutan": 23,
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"otter": 24,
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"polar_bear": 25,
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"porcupine": 26,
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"red_panda": 27,
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"rhinoceros": 28,
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"sea_lion": 29,
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"seal": 30,
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"snow_leopard": 31,
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"squirrel": 32,
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"sugar_glider": 33,
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"tapir": 34,
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"vampire_bat": 35,
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"vicuna": 36,
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"walrus": 37,
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"warthog": 38,
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"water_buffalo": 39,
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"weasel": 40,
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"wildebeest": 41,
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"wombat": 42,
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"yak": 43,
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"zebra": 44
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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": "4.38.2"
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}
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checkpoint-402/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ae3c72b717e991b7e3dc8f993732e330d0c05bf6b9c4b748297b380a0b159f63
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size 343356252
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checkpoint-402/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5f396d0b3321ce7a3c32ec7e37455145d4835ded1033e512d42860412dee685c
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size 686832901
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checkpoint-402/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-402/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:91470fa04d7113101ea7e4489ca93c67de89e3857a54a17378e6a21f6e8accd6
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size 14575
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checkpoint-402/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:97e486c9657ba3a034ddb3dede609cec00ba0e23b5a45779c394d81b790e94d0
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size 627
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checkpoint-402/trainer_state.json
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{
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"best_metric": 2.867035388946533,
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"best_model_checkpoint": "mammals_45_types_image_classification/checkpoint-402",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 402,
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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": 0.9572409488139825,
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"eval_loss": 2.875110626220703,
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"eval_runtime": 31.3806,
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"eval_samples_per_second": 102.101,
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"eval_steps_per_second": 3.219,
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"step": 201
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9572409488139825,
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"eval_loss": 2.867035388946533,
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"eval_runtime": 31.3219,
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"eval_samples_per_second": 102.293,
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"eval_steps_per_second": 3.225,
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"step": 402
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}
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],
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"logging_steps": 500,
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"max_steps": 402,
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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": 1.987040178923176e+18,
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"train_batch_size": 64,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-402/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f83e92d7633d75dd3622a9df2270651c30c01b34d5de896dc7e6559db58cea23
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size 4411
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config.json
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{
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"_name_or_path": "
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"architectures": [
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"ViTForImageClassification"
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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.
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}
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{
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"_name_or_path": "dima806/mammals_45_types_image_classification",
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"architectures": [
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"ViTForImageClassification"
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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": "4.38.2"
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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:
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size 343356252
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version https://git-lfs.github.com/spec/v1
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size 343356252
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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:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:f83e92d7633d75dd3622a9df2270651c30c01b34d5de896dc7e6559db58cea23
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size 4411
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