File size: 1,158 Bytes
6328c4d 6bfb355 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 |
---
license: apache-2.0
tags:
- hindi
- chatbot
- question-answering
- prakriti
- flan-t5
---
# Prakriti AI — A Hindi Question-Answering Model
**Prakriti-AI** is a custom-trained language model based on `flan-t5-small`, fine-tuned on over 10,000 Hindi question-answer pairs.
It is designed to understand and respond to Hindi queries in a natural, human-like way.
---
## ✨ Features
- Base Model: `google/flan-t5-small`
- Language: Hindi (and Hinglish supported)
- Purpose: Q&A chatbot assistant
- Trained by: **Asankhla01**
- Use-case: Chatbots, education, AI assistants
---
## 🔧 Example Usage
```python
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
model = AutoModelForSeq2SeqLM.from_pretrained("Asankhla01/prakriti-ai-model")
tokenizer = AutoTokenizer.from_pretrained("Asankhla01/prakriti-ai-model")
def ask_prakriti(question):
input_text = "Q: " + question
inputs = tokenizer(input_text, return_tensors="pt")
outputs = model.generate(**inputs)
answer = tokenizer.decode(outputs[0], skip_special_tokens=True)
return answer
ask_prakriti("AI kya hota hai?")
---
library_name: transformers
tags: []
---
|