Commit From AutoTrain

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
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+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.tar.gz filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+tags: autotrain
+language: ar
+widget:
+- text: "I love AutoTrain 🤗"
+datasets:
+- azizkh/autotrain-data-j-multi-classification
+co2_eq_emissions: 1.2309703499286417
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 1181044057
+- CO2 Emissions (in grams): 1.2309703499286417
+
+## Validation Metrics
+
+- Loss: 0.896309494972229
+- Accuracy: 0.7192982456140351
+- Macro F1: 0.5870079610791685
+- Micro F1: 0.7192982456140351
+- Weighted F1: 0.719743631524632
+- Macro Precision: 0.6779761904761905
+- Micro Precision: 0.7192982456140351
+- Weighted Precision: 0.8012949039264828
+- Macro Recall: 0.5941468253968254
+- Micro Recall: 0.7192982456140351
+- Weighted Recall: 0.7192982456140351
+
+
+## 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/azizkh/autotrain-j-multi-classification-1181044057
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("azizkh/autotrain-j-multi-classification-1181044057", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("azizkh/autotrain-j-multi-classification-1181044057", 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": 8,
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "DMs",
+    "1": "cancel_order",
+    "2": "drivers",
+    "3": "inquire",
+    "4": "late_order",
+    "5": "missing_items",
+    "6": "spam",
+    "7": "wallet_money"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "DMs": 0,
+    "cancel_order": 1,
+    "drivers": 2,
+    "inquire": 3,
+    "late_order": 4,
+    "missing_items": 5,
+    "spam": 6,
+    "wallet_money": 7
+  },
+  "layer_norm_eps": 1e-12,
+  "max_length": 64,
+  "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": "4.20.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 64000
+}

pytorch_model.bin

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+size 540868973

special_tokens_map.json

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

tokenizer_config.json

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+{
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "max_len": 512,
+  "name_or_path": "AutoTrain",
+  "never_split": [
+    "[بريد]",
+    "[مستخدم]",
+    "[رابط]"
+  ],
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}