Training in progress, epoch 1
Browse files- config.json +235 -0
- model.safetensors +3 -0
- preprocessor_config.json +27 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,235 @@
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{
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"apply_layernorm": true,
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"architectures": [
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"Dinov2ForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"drop_path_rate": 0.0,
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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": "AIDS",
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"1": "Acanthosis Nigricans",
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"2": "Acne",
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"3": "Acne Keloidalis Nuchae",
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"4": "Actinic Cheilitis",
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"5": "Actinic Keratosis",
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"6": "Alopecia Areata",
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"7": "Amyloidosis",
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"8": "Angular Cheilitis",
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"9": "Atopic Dermatitis",
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"10": "Basal Cell Carcinoma",
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"11": "Bowen's disease",
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"12": "Bullous Pemphigoid",
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"13": "Candidiasis",
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"14": "Cellulitis",
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"15": "Chondrodermatitis Nodularis",
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"16": "Cutaneous T-cell lymphoma",
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"17": "Dermatitis",
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"18": "Dermatitis herpetiformis",
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"19": "Dermatofibroma",
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"20": "Drug-induced photosensitivity and Eruptions",
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"21": "Dyshidrosis Eczema",
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"22": "Eczema",
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"23": "Eczema Herpetiformis",
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"24": "Epidermolysis Bullosa",
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"25": "Fifth Disease",
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"26": "Flat Warts",
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"27": "Folliculitis",
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"28": "Furuncle",
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"29": "Genital Warts",
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"30": "Grover's disease",
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"31": "Hailey\u2013Hailey disease",
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"32": "Hand-Foot-and-Mouth Disease",
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"33": "Herpes Simplex 1 or 2",
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"34": "Herpes Zoster",
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"35": "Hidradenitis suppurativa",
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"36": "Ichthyosis",
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"37": "Impetigo",
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"38": "Kawasaki Syndrome",
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"39": "Keratoacanthom",
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"40": "Keratosis Follicularis",
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"41": "Larva Migrans",
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"42": "Lentigo",
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"43": "Lentigo Maligna",
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"44": "Leprosy Borderline",
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"45": "Leprosy Lepromatous",
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"46": "Leprosy Tuberculoid",
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"47": "Lichen Planus",
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"48": "Lichen Sclerosus",
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"49": "Lichen simplex chronicus",
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"50": "Lupus Erythematosus Chronicus Discoides",
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"51": "Melanoma",
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"52": "Molluscum contagiosum",
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"53": "Necrobiosis Lipoidica",
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"54": "Neurofibromatosis 1",
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"55": "Nevus",
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"56": "Nevus Sebaceous",
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"57": "Nummular Eczema",
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"58": "Onychomycosis",
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"59": "Papilomatosis Confluentes And Reticulate",
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"60": "Paronychia",
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"61": "Pediculosis Capitis",
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"62": "Perioral Dermatitis",
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"63": "Phototoxic Reaction",
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"64": "Pityriasis Rosea",
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"65": "Porokeratosis",
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"66": "Porokeratosis Actinic",
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"67": "Psoriasis",
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"68": "Rosacea",
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"69": "Scarlet fever",
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"70": "Scleroderma",
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"71": "Sebaceous Hyperplasia",
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"72": "Seborrheic Dermatitis",
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"73": "Seborrheic Keratosis",
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"74": "Squamous Cell Carcinoma",
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"75": "Stasis Dermatitis",
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"76": "Tinea Capitis",
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"77": "Tinea Corporis",
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"78": "Tinea Cruris",
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"79": "Tinea Faciei",
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"80": "Tinea Incognita",
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"81": "Tinea Manuum",
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"82": "Tinea Nigra",
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"83": "Tinea Pedis",
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"84": "Tinea Versicolor",
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"85": "Tuberous Sclerosis",
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"86": "Tungiasis",
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"87": "Varicella",
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"88": "Vasculitis",
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"89": "Vitiligo",
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"90": "pigmented benign keratosis"
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},
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"image_size": 518,
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"initializer_range": 0.02,
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"label2id": {
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"AIDS": 0,
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108 |
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"Acanthosis Nigricans": 1,
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109 |
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"Acne": 2,
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110 |
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"Acne Keloidalis Nuchae": 3,
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111 |
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"Actinic Cheilitis": 4,
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112 |
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"Actinic Keratosis": 5,
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113 |
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"Alopecia Areata": 6,
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114 |
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"Amyloidosis": 7,
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115 |
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"Angular Cheilitis": 8,
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116 |
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"Atopic Dermatitis": 9,
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117 |
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"Basal Cell Carcinoma": 10,
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118 |
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"Bowen's disease": 11,
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119 |
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"Bullous Pemphigoid": 12,
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120 |
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"Candidiasis": 13,
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121 |
+
"Cellulitis": 14,
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122 |
+
"Chondrodermatitis Nodularis": 15,
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123 |
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"Cutaneous T-cell lymphoma": 16,
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124 |
+
"Dermatitis": 17,
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125 |
+
"Dermatitis herpetiformis": 18,
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126 |
+
"Dermatofibroma": 19,
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127 |
+
"Drug-induced photosensitivity and Eruptions": 20,
|
128 |
+
"Dyshidrosis Eczema": 21,
|
129 |
+
"Eczema": 22,
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130 |
+
"Eczema Herpetiformis": 23,
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131 |
+
"Epidermolysis Bullosa": 24,
|
132 |
+
"Fifth Disease": 25,
|
133 |
+
"Flat Warts": 26,
|
134 |
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"Folliculitis": 27,
|
135 |
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"Furuncle": 28,
|
136 |
+
"Genital Warts": 29,
|
137 |
+
"Grover's disease": 30,
|
138 |
+
"Hailey\u2013Hailey disease": 31,
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139 |
+
"Hand-Foot-and-Mouth Disease": 32,
|
140 |
+
"Herpes Simplex 1 or 2": 33,
|
141 |
+
"Herpes Zoster": 34,
|
142 |
+
"Hidradenitis suppurativa": 35,
|
143 |
+
"Ichthyosis": 36,
|
144 |
+
"Impetigo": 37,
|
145 |
+
"Kawasaki Syndrome": 38,
|
146 |
+
"Keratoacanthom": 39,
|
147 |
+
"Keratosis Follicularis": 40,
|
148 |
+
"Larva Migrans": 41,
|
149 |
+
"Lentigo": 42,
|
150 |
+
"Lentigo Maligna": 43,
|
151 |
+
"Leprosy Borderline": 44,
|
152 |
+
"Leprosy Lepromatous": 45,
|
153 |
+
"Leprosy Tuberculoid": 46,
|
154 |
+
"Lichen Planus": 47,
|
155 |
+
"Lichen Sclerosus": 48,
|
156 |
+
"Lichen simplex chronicus": 49,
|
157 |
+
"Lupus Erythematosus Chronicus Discoides": 50,
|
158 |
+
"Melanoma": 51,
|
159 |
+
"Molluscum contagiosum": 52,
|
160 |
+
"Necrobiosis Lipoidica": 53,
|
161 |
+
"Neurofibromatosis 1": 54,
|
162 |
+
"Nevus": 55,
|
163 |
+
"Nevus Sebaceous": 56,
|
164 |
+
"Nummular Eczema": 57,
|
165 |
+
"Onychomycosis": 58,
|
166 |
+
"Papilomatosis Confluentes And Reticulate": 59,
|
167 |
+
"Paronychia": 60,
|
168 |
+
"Pediculosis Capitis": 61,
|
169 |
+
"Perioral Dermatitis": 62,
|
170 |
+
"Phototoxic Reaction": 63,
|
171 |
+
"Pityriasis Rosea": 64,
|
172 |
+
"Porokeratosis": 65,
|
173 |
+
"Porokeratosis Actinic": 66,
|
174 |
+
"Psoriasis": 67,
|
175 |
+
"Rosacea": 68,
|
176 |
+
"Scarlet fever": 69,
|
177 |
+
"Scleroderma": 70,
|
178 |
+
"Sebaceous Hyperplasia": 71,
|
179 |
+
"Seborrheic Dermatitis": 72,
|
180 |
+
"Seborrheic Keratosis": 73,
|
181 |
+
"Squamous Cell Carcinoma": 74,
|
182 |
+
"Stasis Dermatitis": 75,
|
183 |
+
"Tinea Capitis": 76,
|
184 |
+
"Tinea Corporis": 77,
|
185 |
+
"Tinea Cruris": 78,
|
186 |
+
"Tinea Faciei": 79,
|
187 |
+
"Tinea Incognita": 80,
|
188 |
+
"Tinea Manuum": 81,
|
189 |
+
"Tinea Nigra": 82,
|
190 |
+
"Tinea Pedis": 83,
|
191 |
+
"Tinea Versicolor": 84,
|
192 |
+
"Tuberous Sclerosis": 85,
|
193 |
+
"Tungiasis": 86,
|
194 |
+
"Varicella": 87,
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195 |
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"Vasculitis": 88,
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196 |
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"Vitiligo": 89,
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197 |
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"pigmented benign keratosis": 90
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+
},
|
199 |
+
"layer_norm_eps": 1e-06,
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200 |
+
"layerscale_value": 1.0,
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201 |
+
"mlp_ratio": 4,
|
202 |
+
"model_type": "dinov2",
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203 |
+
"num_attention_heads": 12,
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204 |
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"num_channels": 3,
|
205 |
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"num_hidden_layers": 12,
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206 |
+
"out_features": [
|
207 |
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"stage12"
|
208 |
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],
|
209 |
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"out_indices": [
|
210 |
+
12
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211 |
+
],
|
212 |
+
"patch_size": 14,
|
213 |
+
"problem_type": "single_label_classification",
|
214 |
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"qkv_bias": true,
|
215 |
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"reshape_hidden_states": true,
|
216 |
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"stage_names": [
|
217 |
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"stem",
|
218 |
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"stage1",
|
219 |
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"stage2",
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220 |
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"stage3",
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221 |
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"stage4",
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222 |
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"stage5",
|
223 |
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"stage6",
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224 |
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"stage7",
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225 |
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"stage8",
|
226 |
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"stage9",
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227 |
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"stage10",
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228 |
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"stage11",
|
229 |
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"stage12"
|
230 |
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],
|
231 |
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"torch_dtype": "float32",
|
232 |
+
"transformers_version": "4.50.3",
|
233 |
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"use_mask_token": true,
|
234 |
+
"use_swiglu_ffn": false
|
235 |
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}
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model.safetensors
ADDED
@@ -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 sha256:98d38cc914ea45859ce18ee421f47e6a1dd8ce8449e2632d0cf3ab5ad2b27115
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3 |
+
size 346907108
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preprocessor_config.json
ADDED
@@ -0,0 +1,27 @@
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{
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"crop_size": {
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"height": 224,
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"width": 224
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},
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6 |
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"do_center_crop": true,
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7 |
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"do_convert_rgb": true,
|
8 |
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"do_normalize": true,
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9 |
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"do_rescale": true,
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10 |
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"do_resize": true,
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11 |
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"image_mean": [
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12 |
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0.485,
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13 |
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0.456,
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14 |
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0.406
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15 |
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],
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16 |
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"image_processor_type": "BitImageProcessor",
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17 |
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"image_std": [
|
18 |
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0.229,
|
19 |
+
0.224,
|
20 |
+
0.225
|
21 |
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],
|
22 |
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"resample": 3,
|
23 |
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"rescale_factor": 0.00392156862745098,
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24 |
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"size": {
|
25 |
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"shortest_edge": 256
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26 |
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}
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}
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:97d9f817d46dd374098e7872ae83d2bab81d46cf42803a976a1f5f5d763af8bf
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3 |
+
size 5368
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