Commit From AutoTrain

.gitattributes

@@ -33,3 +33,6 @@ 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:
+- madroid/autotrain-data-flex-demo-2
+co2_eq_emissions:
+  emissions: 0.01231885764237346
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 89717143986
+- CO2 Emissions (in grams): 0.0123
+
+## Validation Metrics
+
+- Loss: 0.112
+- Accuracy: 0.990
+- Macro F1: 0.976
+- Micro F1: 0.990
+- Weighted F1: 0.990
+- Macro Precision: 0.978
+- Micro Precision: 0.990
+- Weighted Precision: 0.990
+- Macro Recall: 0.974
+- Micro Recall: 0.990
+- Weighted Recall: 0.990
+
+
+## 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/madroid/autotrain-flex-demo-2-89717143986
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("madroid/autotrain-flex-demo-2-89717143986", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("madroid/autotrain-flex-demo-2-89717143986", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", 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": 10,
+  "architectures": [
+    "DebertaV2ForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 384,
+  "id2label": {
+    "0": "alarm",
+    "1": "calendar",
+    "2": "chat",
+    "3": "check_battery",
+    "4": "display&brightness",
+    "5": "health_data",
+    "6": "open_application",
+    "7": "stopwatch",
+    "8": "timer",
+    "9": "volume"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 1536,
+  "label2id": {
+    "alarm": 0,
+    "calendar": 1,
+    "chat": 2,
+    "check_battery": 3,
+    "display&brightness": 4,
+    "health_data": 5,
+    "open_application": 6,
+    "stopwatch": 7,
+    "timer": 8,
+    "volume": 9
+  },
+  "layer_norm_eps": 1e-07,
+  "max_length": 64,
+  "max_position_embeddings": 512,
+  "max_relative_positions": -1,
+  "model_type": "deberta-v2",
+  "norm_rel_ebd": "layer_norm",
+  "num_attention_heads": 6,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "padding": "max_length",
+  "pooler_dropout": 0,
+  "pooler_hidden_act": "gelu",
+  "pooler_hidden_size": 384,
+  "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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pytorch_model.bin

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special_tokens_map.json

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+  "mask_token": "[MASK]",
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+}

spm.model

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tokenizer.json

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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"
+}