Commit From AutoTrain

.gitattributes

@@ -25,3 +25,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard 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
+*.pkl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,52 @@
+---
+tags: autotrain
+language: en
+widget:
+- text: "I love AutoTrain 🤗"
+datasets:
+- philschmid/autotrain-data-does-it-work
+co2_eq_emissions: 0.03330651014155927
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 940131041
+- CO2 Emissions (in grams): 0.03330651014155927
+
+## Validation Metrics
+
+- Loss: 0.3505457043647766
+- Accuracy: 0.9263261296660118
+- Macro F1: 0.9268371013605569
+- Micro F1: 0.9263261296660118
+- Weighted F1: 0.9259954221865809
+- Macro Precision: 0.9305746406646502
+- Micro Precision: 0.9263261296660118
+- Weighted Precision: 0.929031563971418
+- Macro Recall: 0.9263724620088746
+- Micro Recall: 0.9263261296660118
+- Weighted Recall: 0.9263261296660118
+
+
+## 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/philschmid/autotrain-does-it-work-940131041
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("philschmid/autotrain-does-it-work-940131041", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("philschmid/autotrain-does-it-work-940131041", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", return_tensors="pt")
+
+outputs = model(**inputs)
+```

config.json

@@ -0,0 +1,188 @@
+{
+  "_name_or_path": "AutoTrain",
+  "_num_labels": 77,
+  "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": "Refund_not_showing_up",
+    "1": "activate_my_card",
+    "2": "age_limit",
+    "3": "apple_pay_or_google_pay",
+    "4": "atm_support",
+    "5": "automatic_top_up",
+    "6": "balance_not_updated_after_bank_transfer",
+    "7": "balance_not_updated_after_cheque_or_cash_deposit",
+    "8": "beneficiary_not_allowed",
+    "9": "cancel_transfer",
+    "10": "card_about_to_expire",
+    "11": "card_acceptance",
+    "12": "card_arrival",
+    "13": "card_delivery_estimate",
+    "14": "card_linking",
+    "15": "card_not_working",
+    "16": "card_payment_fee_charged",
+    "17": "card_payment_not_recognised",
+    "18": "card_payment_wrong_exchange_rate",
+    "19": "card_swallowed",
+    "20": "cash_withdrawal_charge",
+    "21": "cash_withdrawal_not_recognised",
+    "22": "change_pin",
+    "23": "compromised_card",
+    "24": "contactless_not_working",
+    "25": "country_support",
+    "26": "declined_card_payment",
+    "27": "declined_cash_withdrawal",
+    "28": "declined_transfer",
+    "29": "direct_debit_payment_not_recognised",
+    "30": "disposable_card_limits",
+    "31": "edit_personal_details",
+    "32": "exchange_charge",
+    "33": "exchange_rate",
+    "34": "exchange_via_app",
+    "35": "extra_charge_on_statement",
+    "36": "failed_transfer",
+    "37": "fiat_currency_support",
+    "38": "get_disposable_virtual_card",
+    "39": "get_physical_card",
+    "40": "getting_spare_card",
+    "41": "getting_virtual_card",
+    "42": "lost_or_stolen_card",
+    "43": "lost_or_stolen_phone",
+    "44": "order_physical_card",
+    "45": "passcode_forgotten",
+    "46": "pending_card_payment",
+    "47": "pending_cash_withdrawal",
+    "48": "pending_top_up",
+    "49": "pending_transfer",
+    "50": "pin_blocked",
+    "51": "receiving_money",
+    "52": "request_refund",
+    "53": "reverted_card_payment?",
+    "54": "supported_cards_and_currencies",
+    "55": "terminate_account",
+    "56": "top_up_by_bank_transfer_charge",
+    "57": "top_up_by_card_charge",
+    "58": "top_up_by_cash_or_cheque",
+    "59": "top_up_failed",
+    "60": "top_up_limits",
+    "61": "top_up_reverted",
+    "62": "topping_up_by_card",
+    "63": "transaction_charged_twice",
+    "64": "transfer_fee_charged",
+    "65": "transfer_into_account",
+    "66": "transfer_not_received_by_recipient",
+    "67": "transfer_timing",
+    "68": "unable_to_verify_identity",
+    "69": "verify_my_identity",
+    "70": "verify_source_of_funds",
+    "71": "verify_top_up",
+    "72": "virtual_card_not_working",
+    "73": "visa_or_mastercard",
+    "74": "why_verify_identity",
+    "75": "wrong_amount_of_cash_received",
+    "76": "wrong_exchange_rate_for_cash_withdrawal"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Refund_not_showing_up": 0,
+    "activate_my_card": 1,
+    "age_limit": 2,
+    "apple_pay_or_google_pay": 3,
+    "atm_support": 4,
+    "automatic_top_up": 5,
+    "balance_not_updated_after_bank_transfer": 6,
+    "balance_not_updated_after_cheque_or_cash_deposit": 7,
+    "beneficiary_not_allowed": 8,
+    "cancel_transfer": 9,
+    "card_about_to_expire": 10,
+    "card_acceptance": 11,
+    "card_arrival": 12,
+    "card_delivery_estimate": 13,
+    "card_linking": 14,
+    "card_not_working": 15,
+    "card_payment_fee_charged": 16,
+    "card_payment_not_recognised": 17,
+    "card_payment_wrong_exchange_rate": 18,
+    "card_swallowed": 19,
+    "cash_withdrawal_charge": 20,
+    "cash_withdrawal_not_recognised": 21,
+    "change_pin": 22,
+    "compromised_card": 23,
+    "contactless_not_working": 24,
+    "country_support": 25,
+    "declined_card_payment": 26,
+    "declined_cash_withdrawal": 27,
+    "declined_transfer": 28,
+    "direct_debit_payment_not_recognised": 29,
+    "disposable_card_limits": 30,
+    "edit_personal_details": 31,
+    "exchange_charge": 32,
+    "exchange_rate": 33,
+    "exchange_via_app": 34,
+    "extra_charge_on_statement": 35,
+    "failed_transfer": 36,
+    "fiat_currency_support": 37,
+    "get_disposable_virtual_card": 38,
+    "get_physical_card": 39,
+    "getting_spare_card": 40,
+    "getting_virtual_card": 41,
+    "lost_or_stolen_card": 42,
+    "lost_or_stolen_phone": 43,
+    "order_physical_card": 44,
+    "passcode_forgotten": 45,
+    "pending_card_payment": 46,
+    "pending_cash_withdrawal": 47,
+    "pending_top_up": 48,
+    "pending_transfer": 49,
+    "pin_blocked": 50,
+    "receiving_money": 51,
+    "request_refund": 52,
+    "reverted_card_payment?": 53,
+    "supported_cards_and_currencies": 54,
+    "terminate_account": 55,
+    "top_up_by_bank_transfer_charge": 56,
+    "top_up_by_card_charge": 57,
+    "top_up_by_cash_or_cheque": 58,
+    "top_up_failed": 59,
+    "top_up_limits": 60,
+    "top_up_reverted": 61,
+    "topping_up_by_card": 62,
+    "transaction_charged_twice": 63,
+    "transfer_fee_charged": 64,
+    "transfer_into_account": 65,
+    "transfer_not_received_by_recipient": 66,
+    "transfer_timing": 67,
+    "unable_to_verify_identity": 68,
+    "verify_my_identity": 69,
+    "verify_source_of_funds": 70,
+    "verify_top_up": 71,
+    "virtual_card_not_working": 72,
+    "visa_or_mastercard": 73,
+    "why_verify_identity": 74,
+    "wrong_amount_of_cash_received": 75,
+    "wrong_exchange_rate_for_cash_withdrawal": 76
+  },
+  "layer_norm_eps": 1e-12,
+  "max_length": 96,
+  "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": "4.15.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7b13360b32a24cb5de1fd24dced21184a9e64b9450d01e26cfe9c78bf335b26
+size 438249901

sample_input.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ad7091f1e92e85af66ef2c9fd7d6db1acefa7860b1e19e08bfd4c146db8f83d
+size 3616

special_tokens_map.json

@@ -0,0 +1 @@
+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "AutoTrain", "tokenizer_class": "BertTokenizer"}