bert-base-german-cased-finetuned-subj_v3 Open-Source German Text Classification Model - Free Deployment for Precise Text Classification

Bert Base German Cased Finetuned Subj V3

Developed by tbosse

German text classification model fine-tuned based on bert-base-german-cased

Downloads 15

Release Time : 4/5/2022

Model Overview

This model is a fine-tuned version of bert-base-german-cased on an unknown German dataset, primarily used for text classification tasks

German Optimization

Pre-trained and fine-tuned specifically for German text

BERT Architecture

Based on the powerful BERT architecture with excellent contextual understanding capabilities

German Text Classification

Contextual Feature Extraction

Text Analysis

Sentiment Analysis

Analyze the sentiment tendency of German text

Topic Classification

Classify German text into predefined topic categories

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.0	136	0.1721	0.0	0.0	0.0	0.9488
No log	2.0	272	0.1731	0.0	0.0	0.0	0.9482
No log	3.0	408	0.1790	0.1875	0.0079	0.0152	0.9472

Property	Details
Model Type	bert-base-german-cased-finetuned-subj_v3
Metrics	precision, recall, f1, accuracy

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