bert-base-german-cased-finetuned-subj_v6_7Epoch_v2 Open-source Model - Accurately Perform German Text Classification

Bert Base German Cased Finetuned Subj V6 7Epoch V2

Developed by tbosse

A German text classification model fine-tuned on the bert-base-german-cased model, performing well on the evaluation set

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Release Time : 5/25/2022

Model Overview

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

German Text Classification

A classification model specifically optimized for German text

BERT Fine-Tuning

Fine-tuned based on the powerful BERT architecture, inheriting BERT's excellent feature extraction capabilities

Balanced Performance

Exhibits balanced performance in precision, recall, and F1-score

German Text Classification

Natural Language Understanding

Text Analysis

Sentiment Analysis

Analyze the sentiment tendency of German text

Topic Classification

Classify German documents by topic

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.0	33	0.3344	0.6846	0.5829	0.6296	0.8635
No log	2.0	66	0.2659	0.7335	0.7	0.7164	0.8929
No log	3.0	99	0.2490	0.7493	0.7514	0.7504	0.9090
No log	4.0	132	0.2470	0.7676	0.7457	0.7565	0.9067
No log	5.0	165	0.2669	0.7514	0.7514	0.7514	0.9044
No log	6.0	198	0.2792	0.7564	0.7543	0.7554	0.9067
No log	7.0	231	0.2860	0.7623	0.7514	0.7568	0.9061

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