Downloads · 30 days
10
2% of all-time downloads
autotrain-Flexport_Classification_Desc-1155542601
ar2rpapian/autotrain-Flexport_Classification_Desc-1155542601
autotrain-Flexport_Classification_Desc-1155542601 is a text classification model from ar2rpapian. Use it when you need a label for a piece of text. It is set up for transformers.
- Problem type: Multi-class Classification - Model ID: 1155542601 - CO2 Emissions (in grams): 206.60369255723003
All-time downloads
505
Public
Repo size
879 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin440 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Jul 20, 2022
- Updated
- Jul 20, 2022
- SHA
- e22acac1
Try a prompt
Model card
From the Hugging Face model README
Model Trained Using AutoTrain
- Problem type: Multi-class Classification
- Model ID: 1155542601
- CO2 Emissions (in grams): 206.60369255723003
Validation Metrics
- Loss: 0.22105568647384644
- Accuracy: 0.9578838092484789
- Macro F1: 0.9360695960738429
- Micro F1: 0.9578838092484788
- Weighted F1: 0.957863360811612
- Macro Precision: 0.9415730549729362
- Micro Precision: 0.9578838092484789
- Weighted Precision: 0.9586754512711492
- Macro Recall: 0.9329742157218464
- Micro Recall: 0.9578838092484789
- Weighted Recall: 0.9578838092484789
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/ar2rpapian/autotrain-Flexport_Classification_Desc-1155542601
Or Python API:
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("ar2rpapian/autotrain-Flexport_Classification_Desc-1155542601", use_auth_token=True)
tokenizer = AutoTokenizer.from_pretrained("ar2rpapian/autotrain-Flexport_Classification_Desc-1155542601", use_auth_token=True)
inputs = tokenizer("I love AutoTrain", return_tensors="pt")
outputs = model(**inputs)
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- en
- Created
- Jul 20, 2022
- Updated
- Jul 20, 2022