Downloads · 30 days
9
0% of all-time downloads
autonlp-auto-nlp-lyrics-classification-19333717
adrianmoses/autonlp-auto-nlp-lyrics-classification-19333717
autonlp-auto-nlp-lyrics-classification-19333717 is a text classification model from adrianmoses. 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: 19333717 - CO2 Emissions (in grams): 88.89388195672073
All-time downloads
2K
Public
Repo size
2.7 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin1.3 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Oct 15, 2021
- SHA
- 5deecb5e
Try a prompt
Model card
From the Hugging Face model README
Model Trained Using AutoNLP
- Problem type: Multi-class Classification
- Model ID: 19333717
- CO2 Emissions (in grams): 88.89388195672073
Validation Metrics
- Loss: 1.0499154329299927
- Accuracy: 0.6207088513638894
- Macro F1: 0.46250803661544765
- Micro F1: 0.6207088513638894
- Weighted F1: 0.5850362079928957
- Macro Precision: 0.6451479987704787
- Micro Precision: 0.6207088513638894
- Weighted Precision: 0.6285080101186085
- Macro Recall: 0.4405680478429344
- Micro Recall: 0.6207088513638894
- Weighted Recall: 0.6207088513638894
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 AutoNLP"}' https://api-inference.huggingface.co/models/adrianmoses/autonlp-auto-nlp-lyrics-classification-19333717
Or Python API:
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("adrianmoses/autonlp-auto-nlp-lyrics-classification-19333717", use_auth_token=True)
tokenizer = AutoTokenizer.from_pretrained("adrianmoses/autonlp-auto-nlp-lyrics-classification-19333717", use_auth_token=True)
inputs = tokenizer("I love AutoNLP", return_tensors="pt")
outputs = model(**inputs)
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Oct 15, 2021