Commit From AutoTrain

.gitattributes

@@ -31,3 +31,6 @@ 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
+*.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:
+- DingYao/autotrain-data-fbert-singlish-5
+co2_eq_emissions:
+  emissions: 2.1095744631067883
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 1943965533
+- CO2 Emissions (in grams): 2.1096
+
+## Validation Metrics
+
+- Loss: 0.310
+- Accuracy: 0.880
+- Macro F1: 0.766
+- Micro F1: 0.880
+- Weighted F1: 0.877
+- Macro Precision: 0.826
+- Micro Precision: 0.880
+- Weighted Precision: 0.877
+- Macro Recall: 0.735
+- Micro Recall: 0.880
+- Weighted Recall: 0.880
+
+
+## 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/DingYao/autotrain-fbert-singlish-5-1943965533
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("DingYao/autotrain-fbert-singlish-5-1943965533", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("DingYao/autotrain-fbert-singlish-5-1943965533", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", return_tensors="pt")
+
+outputs = model(**inputs)
+```

config.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8287bc9fd7125cd5e4b7ffc51d4b3df1eb96a8654fbec9761f49eff5f186cd0e
+size 905

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63f087a6901f45e378ee34a60426af11ee50def5406e4c26439b217228a5b9ff
+size 438009197

special_tokens_map.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3
+size 125

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f83a7f24eee69f73e1a5cad5a09dac6e3c6731c461540cb3498b22285d3ca6ed
+size 711661

tokenizer_config.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:933fceb48094f9b55cdc3140509969932b7fd6b47411149ba3dbfb5cf35e98d5
+size 392