anktechsol/ankiGPT-small

anktechsol/ankiGPT-small

🧠 What is ankiGPT-small?

A conversational text-generation model fine-tuned from microsoft/DialoGPT-small for Indian scenarios—supporting English and Hinglish. Use it to generate stories, dialogue, quick responses, and creative text.

🚀 Quick Start

from transformers import pipeline
generator = pipeline("text-generation", model="anktechsol/ankiGPT-small")
prompt = "Write a short story about a day in the life of a student in a bustling Indian city."
result = generator(prompt, max_length=300, num_return_sequences=1)
print(result[0]['generated_text'])

Copy-paste this code to see instant results!

✨ Features

• —Conversational: Tuned for chat, stories, and messages
• —Language: English + Hinglish (Indian conversational flavor)
• —Base Model: DialoGPT-small
• —Size: 124M parameters (fast and lightweight)
• —Dataset: ai4bharat/indic-align (Indian context data)

💡 Example Outputs

Prompt: "Describe the Diwali celebrations in Mumbai." Output: "The city sparkled with thousands of lights, families prepared delicious sweets, and friends gathered for bursting crackers, laughter echoing through the alleys." Try your own prompts above!

⚠️ Limitations & Considerations

• —Tends to repeat on long text—adjust max_length and no_repeat_ngram_size as needed
• —Biased towards Indian contexts due to training data
• —Not for critical or factual information generation

🙌 Contributions & Community

• —Suggestions? Open an issue or start a discussion. We welcome community feedback!
• —Demo: Want a hands-on demo? Let us know!

🔗 References

• —anktechsol.com