Commit From AutoTrain

.gitattributes

@@ -29,3 +29,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard 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

README.md

@@ -0,0 +1,56 @@
+---
+tags:
+- autotrain
+- text-classification
+language:
+- unk
+widget:
+- text: "I love AutoTrain 🤗"
+datasets:
+- jfan-98/autotrain-data-LegalLong_on_contracts
+co2_eq_emissions:
+  emissions: 47.64808387548789
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 1230246837
+- CO2 Emissions (in grams): 47.6481
+
+## Validation Metrics
+
+- Loss: 0.265
+- Accuracy: 0.943
+- Macro F1: 0.944
+- Micro F1: 0.943
+- Weighted F1: 0.943
+- Macro Precision: 0.947
+- Micro Precision: 0.943
+- Weighted Precision: 0.944
+- Macro Recall: 0.943
+- Micro Recall: 0.943
+- Weighted Recall: 0.943
+
+
+## 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/jfan-98/autotrain-LegalLong_on_contracts-1230246837
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("jfan-98/autotrain-LegalLong_on_contracts-1230246837", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("jfan-98/autotrain-LegalLong_on_contracts-1230246837", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", return_tensors="pt")
+
+outputs = model(**inputs)
+```

added_tokens.json

@@ -0,0 +1,4 @@
+{
+  "</s>": 21129,
+  "<s>": 21128
+}

config.json

@@ -0,0 +1,92 @@
+{
+  "_name_or_path": "AutoTrain",
+  "_num_labels": 17,
+  "architectures": [
+    "LongformerForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "attention_window": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "dt_zh_00",
+    "1": "dt_zh_01",
+    "2": "dt_zh_02",
+    "3": "dt_zh_03",
+    "4": "dt_zh_04",
+    "5": "dt_zh_05",
+    "6": "dt_zh_06",
+    "7": "dt_zh_07",
+    "8": "dt_zh_08",
+    "9": "dt_zh_09",
+    "10": "dt_zh_10",
+    "11": "dt_zh_11",
+    "12": "dt_zh_12",
+    "13": "dt_zh_13",
+    "14": "dt_zh_14",
+    "15": "dt_zh_15",
+    "16": "dt_zh_16"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "dt_zh_00": 0,
+    "dt_zh_01": 1,
+    "dt_zh_02": 2,
+    "dt_zh_03": 3,
+    "dt_zh_04": 4,
+    "dt_zh_05": 5,
+    "dt_zh_06": 6,
+    "dt_zh_07": 7,
+    "dt_zh_08": 8,
+    "dt_zh_09": 9,
+    "dt_zh_10": 10,
+    "dt_zh_11": 11,
+    "dt_zh_12": 12,
+    "dt_zh_13": 13,
+    "dt_zh_14": 14,
+    "dt_zh_15": 15,
+    "dt_zh_16": 16
+  },
+  "layer_norm_eps": 1e-12,
+  "max_length": 192,
+  "max_position_embeddings": 4098,
+  "model_type": "longformer",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 1,
+  "padding": "max_length",
+  "pooler_fc_size": 768,
+  "pooler_num_attention_heads": 12,
+  "pooler_num_fc_layers": 3,
+  "pooler_size_per_head": 128,
+  "pooler_type": "first_token_transform",
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "sep_token_id": 2,
+  "torch_dtype": "float32",
+  "transformers_version": "4.20.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 21128
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ffd3ab7a0be7b55c51ff53b9153a6c290a41fe4b1dfa8c11d9a7ad772e0c758
+size 505310557

special_tokens_map.json

@@ -0,0 +1,15 @@
+{
+  "bos_token": "<s>",
+  "cls_token": "[CLS]",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,18 @@
+{
+  "add_prefix_space": false,
+  "bos_token": "<s>",
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "[MASK]",
+  "name_or_path": "AutoTrain",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": "/home/xiaochaojun/.cache/huggingface/transformers/d521373fc7ac35f63d56cf303de74a202403dcf1aaa792cd01f653694be59563.dd8bd9bfd3664b530ea4e645105f557769387b3da9f79bdb55ed556bdd80611d",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "LongformerTokenizer",
+  "trim_offsets": true,
+  "unk_token": "[UNK]"
+}