Text Classification
Transformers
Safetensors
English
bert
fill-mask
BERT
transformer
nlp
bert-lite
edge-ai
low-resource
micro-nlp
quantized
iot
wearable-ai
offline-assistant
intent-detection
real-time
smart-home
embedded-systems
command-classification
toy-robotics
voice-ai
eco-ai
english
lightweight
mobile-nlp
ner
on-device-nlp
privacy-first
cpu-inference
speech-intent
offline-nlp
tiny-bert
bert-variant
efficient-nlp
edge-ml
tiny-ml
aiot
embedded-nlp
low-latency
smart-devices
edge-inference
ml-on-microcontrollers
android-nlp
offline-chatbot
esp32-nlp
tflite-compatible
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README.md
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## π‘ Who's It For?
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π¨βπ» Developers: Lightweight NLP apps for mobile or IoT
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π€ Innovators: Power wearables, smart homes, or robots
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π§ͺ Enthusiasts: Experiment on a budget
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πΏ Eco-Warriors: Reduce AIβs carbon footprint
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## π Metrics That Matter
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Accuracy: Competitive with larger models
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π― F1 Score: Balanced precision and recall
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β‘ Inference Time: Optimized for real-time use
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## π§ͺ Trained On
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π Wikipedia
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π BookCorpus
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π§Ύ MNLI (Multi-Genre NLI)
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---
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## π‘ Who's It For?
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| 146 |
+
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π¨βπ» Developers: Lightweight NLP apps for mobile or IoT
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| 148 |
+
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| 149 |
π€ Innovators: Power wearables, smart homes, or robots
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| 150 |
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| 151 |
π§ͺ Enthusiasts: Experiment on a budget
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| 152 |
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| 153 |
πΏ Eco-Warriors: Reduce AIβs carbon footprint
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| 154 |
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| 155 |
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| 156 |
## π Metrics That Matter
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| 157 |
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| 158 |
β
Accuracy: Competitive with larger models
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| 159 |
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π― F1 Score: Balanced precision and recall
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| 161 |
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β‘ Inference Time: Optimized for real-time use
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## π§ͺ Trained On
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| 166 |
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π Wikipedia
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π BookCorpus
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π§Ύ MNLI (Multi-Genre NLI)
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