philschmid / RoBERTa-Banking77

huggingface.co
Total runs: 12
24-hour runs: 2
7-day runs: 2
30-day runs: -7
Model's Last Updated: November 04 2021
text-classification

Introduction of RoBERTa-Banking77

Model Details of RoBERTa-Banking77

RoBERTa-Banking77 trained using autoNLP

  • Problem type: Multi-class Classification
Validation Metrics
  • Loss: 0.27382662892341614
  • Accuracy: 0.935064935064935
  • Macro F1: 0.934939412967268
  • Micro F1: 0.935064935064935
  • Weighted F1: 0.934939412967268
  • Macro Precision: 0.9372295644352715
  • Micro Precision: 0.935064935064935
  • Weighted Precision: 0.9372295644352717
  • Macro Recall: 0.9350649350649349
  • Micro Recall: 0.935064935064935
  • Weighted Recall: 0.935064935064935
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/philschmid/RoBERTa-Banking77

Or Python API:

from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline

model_id = 'philschmid/RoBERTa-Banking77'
tokenizer = AutoTokenizer.from_pretrained(model_id)

model = AutoModelForSequenceClassification.from_pretrained(model_id)
classifier = pipeline('text-classification', tokenizer=tokenizer, model=model)
classifier('What is the base of the exchange rates?')

Runs of philschmid RoBERTa-Banking77 on huggingface.co

12
Total runs
2
24-hour runs
2
3-day runs
2
7-day runs
-7
30-day runs

More Information About RoBERTa-Banking77 huggingface.co Model

RoBERTa-Banking77 huggingface.co

RoBERTa-Banking77 huggingface.co is an AI model on huggingface.co that provides RoBERTa-Banking77's model effect (), which can be used instantly with this philschmid RoBERTa-Banking77 model. huggingface.co supports a free trial of the RoBERTa-Banking77 model, and also provides paid use of the RoBERTa-Banking77. Support call RoBERTa-Banking77 model through api, including Node.js, Python, http.

RoBERTa-Banking77 huggingface.co Url

https://huggingface.co/philschmid/RoBERTa-Banking77

philschmid RoBERTa-Banking77 online free

RoBERTa-Banking77 huggingface.co is an online trial and call api platform, which integrates RoBERTa-Banking77's modeling effects, including api services, and provides a free online trial of RoBERTa-Banking77, you can try RoBERTa-Banking77 online for free by clicking the link below.

philschmid RoBERTa-Banking77 online free url in huggingface.co:

https://huggingface.co/philschmid/RoBERTa-Banking77

RoBERTa-Banking77 install

RoBERTa-Banking77 is an open source model from GitHub that offers a free installation service, and any user can find RoBERTa-Banking77 on GitHub to install. At the same time, huggingface.co provides the effect of RoBERTa-Banking77 install, users can directly use RoBERTa-Banking77 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

RoBERTa-Banking77 install url in huggingface.co:

https://huggingface.co/philschmid/RoBERTa-Banking77

Url of RoBERTa-Banking77

RoBERTa-Banking77 huggingface.co Url

Provider of RoBERTa-Banking77 huggingface.co

philschmid
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