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README.md
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- type: f1
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value: 0.9
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name: f1_macro
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---
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## **LusakaLang MultiβTask Model (Language + Sentiment + Topic)**
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"confidence": 0.9634}
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]
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```
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```
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=========================== MULTIβTASK PIPELINE ===========================
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β Shared mBERT Encoder π§ β Bemba / Nyanja /
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β CLS Vector π― β English / Mixed
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------------------------------------------------------------------------------------
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User Feedback π¬
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β Shared Encoder π§ β Negative / Neutral /
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β CLS Vector π― β Positive
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------------------------------------------------------------------------------------
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Ride Context π
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β Shared Encoder π§ β Driver / Payment /
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β CLS Vector π― β Support / App / Availability
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------------------------------------------------------------------------------------
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```
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-
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- type: f1
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value: 0.9
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name: f1_macro
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base_model:
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- Kelvinmbewe/mbert_Lusaka_Language_Analysis
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- Kelvinmbewe/mbert_LusakaLang_Sentiment_Analysis
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- Kelvinmbewe/mbert_LusakaLang_Topic
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---
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## **LusakaLang MultiβTask Model (Language + Sentiment + Topic)**
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"confidence": 0.9634}
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]
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```
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+
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```
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=========================== MULTIβTASK PIPELINE ===========================
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β Shared mBERT Encoder π§ β Bemba / Nyanja /
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β CLS Vector π― β English / Mixed
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------------------------------------------------------------------------------------
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+
User Feedback π¬ β Tokenizer π€ β Sentiment β€οΈ
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β Shared Encoder π§ β Negative / Neutral /
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β CLS Vector π― β Positive
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------------------------------------------------------------------------------------
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+
Ride Context π β Tokenizer π€ β Topic ποΈ
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β Shared Encoder π§ β Driver / Payment /
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β CLS Vector π― β Support / App / Availability
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------------------------------------------------------------------------------------
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```
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