Live Dashboard ยท Real-time Metrics
๐ Performance Dashboard
moroccan_nlp - Key Performance Indicators
100%
Baseline Classifier Accuracy
On test data
0.2B
DarijaBERT Parameters
Model size
~100M
Training Tokens
Total tokens used
80K
Vocabulary Size
Unique tokens
๐ฌ Model Statistics
~3M
Training Sequences
691MB
Training Data Size
49h
Training Time (TPU v3.8)
๐ Performance Metrics
100%
Baseline Classifier
1,296
Monthly Downloads
7
Supported Domains
๐ Domain Coverage
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Technology
โ
Economy
โ
Linguistics
โ
Policy
โ
Law
โ
Education
โ
Health
๐ DarijaBERT Test Results
0.2191
Best Fill-Mask Score
"ุงุดูู [MASK] ููู" โ ุฏุงุฑ
0.4521
Best Context Score
"ุงูุฏุงุฑุฌุฉ ูู ููุฌุฉ [MASK]" โ ุนุฑุจูุฉ
0.5200
Highest Prediction Score
"ุงูู
ุบุฑุจ ุจูุฏ [MASK]" โ ุฅูุฑููู
100%
Documentation Coverage
Complete documentation