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
Update README.md
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README.md
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@@ -312,7 +312,7 @@ To adapt BERT-Lite for custom IoT tasks (e.g., specific smart home commands):
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1. **Prepare Dataset**: Collect labeled data (e.g., commands with intents or masked sentences).
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2. **Fine-Tune with Hugging Face**:
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```python
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from transformers import BertTokenizer, BertForSequenceClassification, Trainer, TrainingArguments
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from datasets import Dataset
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import pandas as pd
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1. **Prepare Dataset**: Collect labeled data (e.g., commands with intents or masked sentences).
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2. **Fine-Tune with Hugging Face**:
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```python
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import torch
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from transformers import BertTokenizer, BertForSequenceClassification, Trainer, TrainingArguments
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from datasets import Dataset
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import pandas as pd
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