Commit From AutoTrain

.gitattributes

@@ -32,3 +32,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.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

@@ -0,0 +1,56 @@
+---
+tags:
+- autotrain
+- text-classification
+language:
+- unk
+widget:
+- text: "I love AutoTrain 🤗"
+datasets:
+- ram119900/autotrain-data-tax_issues
+co2_eq_emissions:
+  emissions: 0.044102887824261174
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 3708498778
+- CO2 Emissions (in grams): 0.0441
+
+## Validation Metrics
+
+- Loss: 0.111
+- Accuracy: 0.968
+- Macro F1: 0.967
+- Micro F1: 0.968
+- Weighted F1: 0.969
+- Macro Precision: 0.968
+- Micro Precision: 0.968
+- Weighted Precision: 0.971
+- Macro Recall: 0.968
+- Micro Recall: 0.968
+- Weighted Recall: 0.968
+
+
+## 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/ram119900/autotrain-tax_issues-3708498778
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("ram119900/autotrain-tax_issues-3708498778", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("ram119900/autotrain-tax_issues-3708498778", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", return_tensors="pt")
+
+outputs = model(**inputs)
+```

config.json

@@ -0,0 +1,136 @@
+{
+  "_name_or_path": "AutoTrain",
+  "_num_labels": 50,
+  "architectures": [
+    "XLMRobertaForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "Question1",
+    "1": "Question10",
+    "2": "Question11",
+    "3": "Question12",
+    "4": "Question13",
+    "5": "Question14",
+    "6": "Question15",
+    "7": "Question16",
+    "8": "Question17",
+    "9": "Question18",
+    "10": "Question19",
+    "11": "Question2",
+    "12": "Question20",
+    "13": "Question21",
+    "14": "Question22",
+    "15": "Question23",
+    "16": "Question24",
+    "17": "Question25",
+    "18": "Question26",
+    "19": "Question27",
+    "20": "Question28",
+    "21": "Question29",
+    "22": "Question3",
+    "23": "Question30",
+    "24": "Question31",
+    "25": "Question32",
+    "26": "Question33",
+    "27": "Question34",
+    "28": "Question35",
+    "29": "Question36",
+    "30": "Question37",
+    "31": "Question38",
+    "32": "Question39",
+    "33": "Question4",
+    "34": "Question40",
+    "35": "Question41",
+    "36": "Question42",
+    "37": "Question43",
+    "38": "Question44",
+    "39": "Question45",
+    "40": "Question46",
+    "41": "Question47",
+    "42": "Question49",
+    "43": "Question5",
+    "44": "Question50",
+    "45": "Question6",
+    "46": "Question7",
+    "47": "Question8",
+    "48": "Question9",
+    "49": "question48"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "Question1": 0,
+    "Question10": 1,
+    "Question11": 2,
+    "Question12": 3,
+    "Question13": 4,
+    "Question14": 5,
+    "Question15": 6,
+    "Question16": 7,
+    "Question17": 8,
+    "Question18": 9,
+    "Question19": 10,
+    "Question2": 11,
+    "Question20": 12,
+    "Question21": 13,
+    "Question22": 14,
+    "Question23": 15,
+    "Question24": 16,
+    "Question25": 17,
+    "Question26": 18,
+    "Question27": 19,
+    "Question28": 20,
+    "Question29": 21,
+    "Question3": 22,
+    "Question30": 23,
+    "Question31": 24,
+    "Question32": 25,
+    "Question33": 26,
+    "Question34": 27,
+    "Question35": 28,
+    "Question36": 29,
+    "Question37": 30,
+    "Question38": 31,
+    "Question39": 32,
+    "Question4": 33,
+    "Question40": 34,
+    "Question41": 35,
+    "Question42": 36,
+    "Question43": 37,
+    "Question44": 38,
+    "Question45": 39,
+    "Question46": 40,
+    "Question47": 41,
+    "Question49": 42,
+    "Question5": 43,
+    "Question50": 44,
+    "Question6": 45,
+    "Question7": 46,
+    "Question8": 47,
+    "Question9": 48,
+    "question48": 49
+  },
+  "layer_norm_eps": 1e-05,
+  "max_length": 64,
+  "max_position_embeddings": 514,
+  "model_type": "xlm-roberta",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "output_past": true,
+  "pad_token_id": 1,
+  "padding": "max_length",
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.25.1",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 250002
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b2c64ece2711e74c3765957d0ad8addb9f54801c2fe0799b66f88f910d47712
+size 2239906741

sentencepiece.bpe.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
+size 5069051

special_tokens_map.json

@@ -0,0 +1,15 @@
+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45cf3a69915be3571b5e092b2d82d39428d9abff4bd0c79a516e36149045949a
+size 17082923

tokenizer_config.json

@@ -0,0 +1,20 @@
+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "__type": "AddedToken",
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "model_max_length": 512,
+  "name_or_path": "AutoTrain",
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "special_tokens_map_file": null,
+  "tokenizer_class": "XLMRobertaTokenizer",
+  "unk_token": "<unk>"
+}