initial public commit ⚙️

README.md

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+---
+tags:
+- text-classification
+language:
+- unk
+widget:
+- text: "Enter Any Text"
+co2_eq_emissions:
+  emissions: 0.06970131721690424
+---
+
+## Validation Metrics
+
+- Loss: 0.214
+- Accuracy: 0.950
+- Macro F1: 0.950
+- Micro F1: 0.950
+- Weighted F1: 0.950
+- Macro Precision: 0.950
+- Micro Precision: 0.950
+- Weighted Precision: 0.950
+- Macro Recall: 0.950
+- Micro Recall: 0.950
+- Weighted Recall: 0.950
+
+
+## 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": "Enter Text"}' https://api-inference.huggingface.co/models/labofsahil/mod
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("labofsahil/mod"")
+
+tokenizer = AutoTokenizer.from_pretrained("labofsahil/mod")
+
+inputs = tokenizer("Enter Text", return_tensors="pt")
+
+outputs = model(**inputs)
+```

added_tokens.json

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+{
+  "[MASK]": 128000
+}

config.json

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+{
+  "_name_or_path": "AutoTrain",
+  "_num_labels": 6,
+  "architectures": [
+    "DebertaV2ForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "NFSW",
+    "1": "humiliation",
+    "2": "profanity",
+    "3": "self-harm",
+    "4": "threat",
+    "5": "toxic"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "NFSW": 0,
+    "humiliation": 1,
+    "profanity": 2,
+    "self-harm": 3,
+    "threat": 4,
+    "toxic": 5
+  },
+  "layer_norm_eps": 1e-07,
+  "max_length": 128,
+  "max_position_embeddings": 512,
+  "max_relative_positions": -1,
+  "model_type": "deberta-v2",
+  "norm_rel_ebd": "layer_norm",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "pad_token_id": 0,
+  "padding": "max_length",
+  "pooler_dropout": 0,
+  "pooler_hidden_act": "gelu",
+  "pooler_hidden_size": 1024,
+  "pos_att_type": [
+    "p2c",
+    "c2p"
+  ],
+  "position_biased_input": false,
+  "position_buckets": 256,
+  "relative_attention": true,
+  "share_att_key": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.29.2",
+  "type_vocab_size": 0,
+  "vocab_size": 128100
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:07f33bc79f026c33dd634b9a1084bf8d2ca9ca02653b61182b12d6a16ea4edeb
+size 1740325040

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:723b68493e28cab1925a0b0c7874d94019ed351dcb9215b07d0dd4f232fe77a9
+size 1740412665

special_tokens_map.json

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

spm.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
+size 2464616

tokenizer_config.json

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+{
+  "bos_token": "[CLS]",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "eos_token": "[SEP]",
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "sp_model_kwargs": {},
+  "split_by_punct": false,
+  "tokenizer_class": "DebertaV2Tokenizer",
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}