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:
+- en
+widget:
+- text: "I love AutoTrain 🤗"
+datasets:
+- gjbooth2/autotrain-data-glenn_epa_second_pooled_25
+co2_eq_emissions:
+  emissions: 0.02021601897058404
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 3519195196
+- CO2 Emissions (in grams): 0.0202
+
+## Validation Metrics
+
+- Loss: 1.733
+- Accuracy: 0.534
+- Macro F1: 0.343
+- Micro F1: 0.534
+- Weighted F1: 0.473
+- Macro Precision: 0.371
+- Micro Precision: 0.534
+- Weighted Precision: 0.477
+- Macro Recall: 0.375
+- Micro Recall: 0.534
+- Weighted Recall: 0.534
+
+
+## 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/gjbooth2/autotrain-glenn_epa_second_pooled_25-3519195196
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("gjbooth2/autotrain-glenn_epa_second_pooled_25-3519195196", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("gjbooth2/autotrain-glenn_epa_second_pooled_25-3519195196", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", return_tensors="pt")
+
+outputs = model(**inputs)
+```

config.json

@@ -0,0 +1,89 @@
+{
+  "_name_or_path": "AutoTrain",
+  "_num_labels": 25,
+  "architectures": [
+    "DebertaForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "EPA.1",
+    "1": "EPA.10",
+    "2": "EPA.11",
+    "3": "EPA.12",
+    "4": "EPA.13",
+    "5": "EPA.14",
+    "6": "EPA.15",
+    "7": "EPA.16",
+    "8": "EPA.17",
+    "9": "EPA.18",
+    "10": "EPA.19",
+    "11": "EPA.2",
+    "12": "EPA.20",
+    "13": "EPA.21",
+    "14": "EPA.22",
+    "15": "EPA.23",
+    "16": "EPA.24",
+    "17": "EPA.25",
+    "18": "EPA.3",
+    "19": "EPA.4",
+    "20": "EPA.5",
+    "21": "EPA.6",
+    "22": "EPA.7",
+    "23": "EPA.8",
+    "24": "EPA.9"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "EPA.1": 0,
+    "EPA.10": 1,
+    "EPA.11": 2,
+    "EPA.12": 3,
+    "EPA.13": 4,
+    "EPA.14": 5,
+    "EPA.15": 6,
+    "EPA.16": 7,
+    "EPA.17": 8,
+    "EPA.18": 9,
+    "EPA.19": 10,
+    "EPA.2": 11,
+    "EPA.20": 12,
+    "EPA.21": 13,
+    "EPA.22": 14,
+    "EPA.23": 15,
+    "EPA.24": 16,
+    "EPA.25": 17,
+    "EPA.3": 18,
+    "EPA.4": 19,
+    "EPA.5": 20,
+    "EPA.6": 21,
+    "EPA.7": 22,
+    "EPA.8": 23,
+    "EPA.9": 24
+  },
+  "layer_norm_eps": 1e-07,
+  "max_length": 384,
+  "max_position_embeddings": 512,
+  "max_relative_positions": -1,
+  "model_type": "deberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "padding": "max_length",
+  "pooler_dropout": 0,
+  "pooler_hidden_act": "gelu",
+  "pooler_hidden_size": 768,
+  "pos_att_type": [
+    "c2p",
+    "p2c"
+  ],
+  "position_biased_input": false,
+  "relative_attention": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.25.1",
+  "type_vocab_size": 0,
+  "vocab_size": 50265
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b773336a1f7630ed8758ee3a9af4203f8133774d068362c2071fdd43c4a19c0
+size 556919345

special_tokens_map.json

@@ -0,0 +1,51 @@
+{
+  "bos_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59b1df23073dc6fd08170b31370ab2c9da91a396ad232a0647d55db5a20d2579
+size 2109848

tokenizer_config.json

@@ -0,0 +1,67 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "bos_token": {
+    "__type": "AddedToken",
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "__type": "AddedToken",
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "do_lower_case": false,
+  "eos_token": {
+    "__type": "AddedToken",
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "errors": "replace",
+  "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": {
+    "__type": "AddedToken",
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "__type": "AddedToken",
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "special_tokens_map_file": null,
+  "tokenizer_class": "DebertaTokenizer",
+  "unk_token": {
+    "__type": "AddedToken",
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "vocab_type": "gpt2"
+}