SH-W
/

autotrain-koichi_s_184507-77314140519

Text Classification

Trained with AutoTrain

Inference Endpoints

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Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 77314140519
CO2 Emissions (in grams): 2.0495

Validation Metrics

Loss: 2.515
Accuracy: 0.385
Macro F1: 0.375
Micro F1: 0.385
Weighted F1: 0.371
Macro Precision: 0.427
Micro Precision: 0.385
Weighted Precision: 0.418
Macro Recall: 0.387
Micro Recall: 0.385
Weighted Recall: 0.385

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/SH-W/autotrain-koichi_s_184507-77314140519

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("SH-W/autotrain-koichi_s_184507-77314140519", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("SH-W/autotrain-koichi_s_184507-77314140519", use_auth_token=True)

inputs = tokenizer("I love AutoTrain", return_tensors="pt")

outputs = model(**inputs)

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Safetensors

Model size

344M params

Tensor type

I64

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F32

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Inference Examples

Text Classification

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