archive/docs/CRYPTOBERT_QUICK_REFERENCE.md

CryptoBERT Quick Reference Card

🚀 Quick Start (3 Steps)

# 1. Setup environment
./setup_cryptobert.sh

# 2. Test integration
python3 test_cryptobert.py

# 3. Use in code
python3 -c "import ai_models; ai_models.initialize_models(); print(ai_models.analyze_crypto_sentiment('Bitcoin bullish trend'))"

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📋 Model Info

Item	Value
Model	ElKulako/CryptoBERT
ID	hf_model_elkulako_cryptobert
Token	hf_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Status	CONDITIONALLY_AVAILABLE

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💻 Code Snippets

Initialize Models

import ai_models
result = ai_models.initialize_models()
print(f"CryptoBERT: {result['models']['crypto_sentiment']}")

Analyze Sentiment

sentiment = ai_models.analyze_crypto_sentiment("Bitcoin moon incoming")
print(f"{sentiment['label']}: {sentiment['score']:.2%}")

Get Model Info

info = ai_models.get_model_info()
print(f"Loaded: {info['loaded_models']['crypto_sentiment']}")

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🔧 Commands

Setup

export HF_TOKEN="hf_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
./setup_cryptobert.sh

Test

python3 test_cryptobert.py

Verify

python3 -c "import config; print(config.HF_USE_AUTH_TOKEN)"

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📁 Files Created

setup_cryptobert.sh              - Setup script
test_cryptobert.py               - Test suite
docs/CRYPTOBERT_INTEGRATION.md   - Full docs
CRYPTOBERT_SETUP_COMPLETE.md     - Setup guide
INTEGRATION_SUMMARY.md           - Summary
CRYPTOBERT_QUICK_REFERENCE.md    - This file

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🐛 Troubleshooting

Problem	Solution
Model not loading	./setup_cryptobert.sh
Auth failure	echo $HF_TOKEN
Slow inference	Check GPU: torch.cuda.is_available()
Import error	pip install transformers torch

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📚 Documentation

• Full Guide: docs/CRYPTOBERT_INTEGRATION.md
• Summary: INTEGRATION_SUMMARY.md
• Setup: CRYPTOBERT_SETUP_COMPLETE.md

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✅ Status

✓ Configuration: Complete
✓ Authentication: Configured
✓ Integration: Active
✓ Testing: Ready
✓ Documentation: Complete

Next: Run python3 test_cryptobert.py 🎯