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AsrorAsr/crypto-gpt2-xaji

sourceHugging Facemitupdated 5mo agoView on Hugging Face
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Crypto GPT-2 (XAJI)

A fine-tuned GPT-2 model specialized in generating cryptocurrency-related text. Trained on crypto news, market commentary, and trading discussions.

๐Ÿ“‹ Model Description

This model is based on GPT-2 (124M parameters) and fine-tuned on a curated dataset of cryptocurrency content. It can generate coherent text about Bitcoin, Ethereum, trading strategies, and market analysis.

๐ŸŽฏ Intended Use Cases

  • โ€”Generating crypto market commentary
  • โ€”Drafting trading signal descriptions
  • โ€”Educational content for crypto beginners
  • โ€”Chatbot responses for crypto-related questions
  • โ€”Content generation for crypto blogs/newsletters

๐Ÿš€ Quick Start

Install required libraries: \\\bash pip install transformers torch \\\

Generate text with the model: \\\`python from transformers import pipeline

generator = pipeline( "text-generation", model="AsrorAsr/crypto-gpt2-xaji" )

result = generator( "Bitcoin price analysis suggests", maxlength=100, numreturn_sequences=1 )

print(result[0]['generated_text']) \\\`

๐Ÿ“Š Training Details

  • โ€”Base model: GPT-2 (124M)
  • โ€”Framework: Hugging Face Transformers + PyTorch
  • โ€”Task: Causal Language Modeling
  • โ€”Domain: Cryptocurrency & Finance

โš ๏ธ Limitations & Bias

  • โ€”Trained on historical data โ€” not aware of recent events
  • โ€”May generate confident-sounding but inaccurate predictions
  • โ€”Not financial advice โ€” for educational/research use only
  • โ€”May reflect biases present in training data
  • โ€”Output should be reviewed before any financial decisions

๐Ÿ“œ License

MIT License โ€” free for commercial and personal use.

๐Ÿ‘ค Author

Asror Akmalov | AI/ML Engineer ๐Ÿ”— GitHub ๐Ÿ”— Hugging Face

Open to freelance projects and collaboration.

๐Ÿ“ฌ Citation

If you use this model in your work, please cite: \\\ @misc{akmalov2025cryptogpt2, author = {Akmalov, Asror}, title = {Crypto GPT-2 (XAJI)}, year = {2025}, publisher = {Hugging Face}, url = {https://huggingface.co/AsrorAsr/crypto-gpt2-xaji} } \\\