Commit From AutoNLP

.gitattributes

@@ -15,3 +15,5 @@
 *.pt filter=lfs diff=lfs merge=lfs -text
 *.pth filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,50 @@
+---
+tags: autonlp
+language: en
+widget:
+- text: "I love AutoNLP 🤗"
+datasets:
+- idrimadrid/autonlp-data-creator_classifications
+---
+
+# Model Trained Using AutoNLP
+
+- Problem type: Multi-class Classification
+- Model ID: 4021083
+
+## Validation Metrics
+
+- Loss: 0.6848716735839844
+- Accuracy: 0.8825910931174089
+- Macro F1: 0.41301646762109634
+- Micro F1: 0.8825910931174088
+- Weighted F1: 0.863740586166105
+- Macro Precision: 0.4129337301330573
+- Micro Precision: 0.8825910931174089
+- Weighted Precision: 0.8531335941587811
+- Macro Recall: 0.44466614072309585
+- Micro Recall: 0.8825910931174089
+- Weighted Recall: 0.8825910931174089
+
+
+## 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 AutoNLP"}' https://api-inference.huggingface.co/models/idrimadrid/autonlp-creator_classifications-4021083
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("idrimadrid/autonlp-creator_classifications-4021083", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("idrimadrid/autonlp-creator_classifications-4021083", use_auth_token=True)
+
+inputs = tokenizer("I love AutoNLP", return_tensors="pt")
+
+outputs = model(**inputs)
+```

config.json

@@ -0,0 +1,114 @@
+{
+  "_name_or_path": "AutoNLP",
+  "_num_labels": 41,
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "ABC Studios",
+    "1": "Blizzard Entertainment",
+    "2": "Capcom",
+    "3": "Cartoon Network",
+    "4": "Clive Barker",
+    "5": "DC Comics",
+    "6": "Dark Horse Comics",
+    "7": "Disney",
+    "8": "Dreamworks",
+    "9": "George Lucas",
+    "10": "George R. R. Martin",
+    "11": "Hanna-Barbera",
+    "12": "HarperCollins",
+    "13": "Hasbro",
+    "14": "IDW Publishing",
+    "15": "Ian Fleming",
+    "16": "Icon Comics",
+    "17": "Image Comics",
+    "18": "J. K. Rowling",
+    "19": "J. R. R. Tolkien",
+    "20": "Konami",
+    "21": "Lego",
+    "22": "Marvel Comics",
+    "23": "Matt Groening",
+    "24": "Mattel",
+    "25": "Microsoft",
+    "26": "Mortal Kombat",
+    "27": "NBC - Heroes",
+    "28": "Namco",
+    "29": "Nintendo",
+    "30": "Sega",
+    "31": "Shueisha",
+    "32": "Sony Pictures",
+    "33": "South Park",
+    "34": "Star Trek",
+    "35": "Stephen King",
+    "36": "SyFy",
+    "37": "Team Epic TV",
+    "38": "Ubisoft",
+    "39": "Universal Studios",
+    "40": "Wildstorm"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "ABC Studios": 0,
+    "Blizzard Entertainment": 1,
+    "Capcom": 2,
+    "Cartoon Network": 3,
+    "Clive Barker": 4,
+    "DC Comics": 5,
+    "Dark Horse Comics": 6,
+    "Disney": 7,
+    "Dreamworks": 8,
+    "George Lucas": 9,
+    "George R. R. Martin": 10,
+    "Hanna-Barbera": 11,
+    "HarperCollins": 12,
+    "Hasbro": 13,
+    "IDW Publishing": 14,
+    "Ian Fleming": 15,
+    "Icon Comics": 16,
+    "Image Comics": 17,
+    "J. K. Rowling": 18,
+    "J. R. R. Tolkien": 19,
+    "Konami": 20,
+    "Lego": 21,
+    "Marvel Comics": 22,
+    "Matt Groening": 23,
+    "Mattel": 24,
+    "Microsoft": 25,
+    "Mortal Kombat": 26,
+    "NBC - Heroes": 27,
+    "Namco": 28,
+    "Nintendo": 29,
+    "Sega": 30,
+    "Shueisha": 31,
+    "Sony Pictures": 32,
+    "South Park": 33,
+    "Star Trek": 34,
+    "Stephen King": 35,
+    "SyFy": 36,
+    "Team Epic TV": 37,
+    "Ubisoft": 38,
+    "Universal Studios": 39,
+    "Wildstorm": 40
+  },
+  "layer_norm_eps": 1e-12,
+  "max_length": 512,
+  "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",
+  "transformers_version": "4.8.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 28996
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d366c5a73f3a78347d21f487ddbc95d42dc779172601d80b0ebc6d364a0385e
+size 433451309

sample_input.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6349a2e0e11e30bef5bf47e9269ce9bafbb53c08625deb81c9a31697237e743f
+size 13606

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": false, "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": "AutoNLP", "tokenizer_class": "BertTokenizer"}