Commit From AutoTrain

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.tar.gz filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+tags:
+- autotrain
+- text-classification
+language:
+- en
+widget:
+- text: "I love AutoTrain"
+datasets:
+- Showroom/autotrain-data-beauty_categories
+co2_eq_emissions:
+  emissions: 0.4401601303255541
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 63190135345
+- CO2 Emissions (in grams): 0.4402
+
+## Validation Metrics
+
+- Loss: 0.745
+- Accuracy: 0.829
+- Macro F1: 0.550
+- Micro F1: 0.829
+- Weighted F1: 0.815
+- Macro Precision: 0.580
+- Micro Precision: 0.829
+- Weighted Precision: 0.811
+- Macro Recall: 0.543
+- Micro Recall: 0.829
+- Weighted Recall: 0.829
+
+
+## Usage
+
+You can use cURL to access this model:
+
+```
+$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/Showroom/autotrain-beauty_categories-63190135345
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("Showroom/autotrain-beauty_categories-63190135345", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("Showroom/autotrain-beauty_categories-63190135345", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", return_tensors="pt")
+
+outputs = model(**inputs)
+```

config.json

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+{
+  "_name_or_path": "AutoTrain",
+  "_num_labels": 21,
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "acne & blemish solutions",
+    "1": "anti-aging products",
+    "2": "aromatherapy",
+    "3": "bath & body",
+    "4": "essential oils",
+    "5": "eye care",
+    "6": "face masks & treatments",
+    "7": "fragrances",
+    "8": "hair removal products",
+    "9": "haircare",
+    "10": "hand & foot care",
+    "11": "lip care",
+    "12": "makeup",
+    "13": "maternity & postnatal care",
+    "14": "men's grooming",
+    "15": "nail care",
+    "16": "natural & organic products",
+    "17": "other",
+    "18": "skincare",
+    "19": "spa & massage",
+    "20": "sunscreen & tanning products"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "acne & blemish solutions": 0,
+    "anti-aging products": 1,
+    "aromatherapy": 2,
+    "bath & body": 3,
+    "essential oils": 4,
+    "eye care": 5,
+    "face masks & treatments": 6,
+    "fragrances": 7,
+    "hair removal products": 8,
+    "haircare": 9,
+    "hand & foot care": 10,
+    "lip care": 11,
+    "makeup": 12,
+    "maternity & postnatal care": 13,
+    "men's grooming": 14,
+    "nail care": 15,
+    "natural & organic products": 16,
+    "other": 17,
+    "skincare": 18,
+    "spa & massage": 19,
+    "sunscreen & tanning products": 20
+  },
+  "layer_norm_eps": 1e-12,
+  "max_length": 384,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "padding": "max_length",
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.29.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

model.safetensors

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pytorch_model.bin

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special_tokens_map.json

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+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer.json

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tokenizer_config.json

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+{
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}