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Browse files- checkpoint-750/config.json +88 -0
- checkpoint-750/model.safetensors +3 -0
- checkpoint-750/optimizer.pt +3 -0
- checkpoint-750/preprocessor_config.json +22 -0
- checkpoint-750/rng_state.pth +3 -0
- checkpoint-750/scheduler.pt +3 -0
- checkpoint-750/trainer_state.json +46 -0
- checkpoint-750/training_args.bin +3 -0
- config.json +2 -2
- model.safetensors +3 -0
- training_args.bin +2 -2
checkpoint-750/config.json
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{
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"_name_or_path": "dima806/30_plant_types_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": "guava",
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"1": "galangal",
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"2": "bilimbi",
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"3": "paddy",
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"4": "eggplant",
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"5": "cucumber",
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"6": "cassava",
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"7": "papaya",
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"8": "banana",
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"9": "orange",
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"10": "cantaloupe",
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"11": "coconut",
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"12": "soybeans",
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"13": "pomelo",
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"14": "pineapple",
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"15": "melon",
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"16": "shallot",
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"17": "peperchili",
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"18": "spinach",
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"19": "tobacco",
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"20": "aloevera",
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"21": "curcuma",
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"22": "corn",
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"23": "ginger",
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"24": "sweetpotatoes",
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"25": "kale",
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"26": "longbeans",
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"27": "watermelon",
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"28": "mango",
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"29": "waterapple"
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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": 20,
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"banana": 8,
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"bilimbi": 2,
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"cantaloupe": 10,
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"cassava": 6,
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"coconut": 11,
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"corn": 22,
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"cucumber": 5,
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"curcuma": 21,
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"eggplant": 4,
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"galangal": 1,
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"ginger": 23,
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"guava": 0,
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"kale": 25,
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"longbeans": 26,
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"mango": 28,
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"melon": 15,
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"orange": 9,
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"paddy": 3,
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"papaya": 7,
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"peperchili": 17,
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"pineapple": 14,
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"pomelo": 13,
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"shallot": 16,
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"soybeans": 12,
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"spinach": 18,
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"sweetpotatoes": 24,
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"tobacco": 19,
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"waterapple": 29,
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"watermelon": 27
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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-750/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:589808930256fc97cac83069607e7dadd8cd923a38f0645cf4052891e5346162
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size 343310104
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checkpoint-750/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a1ad55ac82f53c220efdcabc859eb1b0f1b1771f84c37e8a8e0eee2da81ac844
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size 686740613
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checkpoint-750/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-750/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c52a9877e395bc335d3b28246663da6e43d0032642fd8923f76db61f1ee7fb1e
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size 14575
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checkpoint-750/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2ffb03032837c4704e468acea1feb671be41951050149e0db25aabbc877dcff1
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size 627
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checkpoint-750/trainer_state.json
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{
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"best_metric": 0.5335359573364258,
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"best_model_checkpoint": "30_plant_types_image_detection/checkpoint-750",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 750,
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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": 0.9293333333333333,
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"eval_loss": 0.541715681552887,
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"eval_runtime": 74.0607,
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"eval_samples_per_second": 81.015,
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"eval_steps_per_second": 2.538,
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"step": 375
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},
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{
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"epoch": 1.33,
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"grad_norm": 2.0237746238708496,
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"learning_rate": 7.142857142857143e-07,
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"loss": 0.5062,
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"step": 500
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9291666666666667,
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"eval_loss": 0.5335359573364258,
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"eval_runtime": 74.2505,
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"eval_samples_per_second": 80.808,
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"eval_steps_per_second": 2.532,
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"step": 750
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}
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],
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"logging_steps": 500,
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"max_steps": 750,
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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": 3.720548958142464e+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-750/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:574f7ae00dcdce3bc67a5a8ea1bbb3c660ccdb56bb2d3f8997a4e473b8baa165
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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": "dima806/30_plant_types_image_detection",
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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 sha256:589808930256fc97cac83069607e7dadd8cd923a38f0645cf4052891e5346162
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size 343310104
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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 sha256:574f7ae00dcdce3bc67a5a8ea1bbb3c660ccdb56bb2d3f8997a4e473b8baa165
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size 4411
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