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autotrain-b-63449135459
0xYuan/autotrain-b-63449135459
autotrain-b-63449135459 is a text classification model from 0xYuan. Use it when you need a label for a piece of text. It is set up for transformers.
- Problem type: Binary Classification - Model ID: 63449135459 - CO2 Emissions (in grams): 4.7204
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326M
2.6 GB on disk
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.bin1.3 GB · 50%
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Datasets
Model card
From the Hugging Face model README
Model Trained Using AutoTrain
- Problem type: Binary Classification
- Model ID: 63449135459
- CO2 Emissions (in grams): 4.7204
Validation Metrics
- Loss: 0.375
- Accuracy: 0.852
- Precision: 0.866
- Recall: 0.893
- AUC: 0.906
- F1: 0.879
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/0xYuan/autotrain-b-63449135459
Or Python API:
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("0xYuan/autotrain-b-63449135459", use_auth_token=True)
tokenizer = AutoTokenizer.from_pretrained("0xYuan/autotrain-b-63449135459", use_auth_token=True)
inputs = tokenizer("I love AutoTrain", return_tensors="pt")
outputs = model(**inputs)
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- zh
- Created
- Jun 1, 2023
- Updated
- Jun 1, 2023