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gpt2-bengali
rejauldu/gpt2-bengali
gpt2-bengali is a text generation model from rejauldu. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This is a GPT-2 model finetuned on Bengali Wikipedia. It is designed for text generation in Bengali.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- May 24, 2024
- Updated
- Sep 17, 2025
- SHA
- f88dbbe8
Try a prompt
Model card
From the Hugging Face model README
Bengali GPT-2
This is a GPT-2 model finetuned on Bengali Wikipedia. It is designed for text generation in Bengali.
Model Details
- Base model: GPT-2
- Tokenizer: Custom Bengali tokenizer (ByteLevel BPE)
- Language: Bengali (bn)
- Task: Text generation (causal language modeling)
- Training data: Cleaned and deduplicated Bengali Wikipedia dump
- License: Apache 2.0
Usage
from transformers import GPT2LMHeadModel, GPT2TokenizerFast
# Load tokenizer and model from Hugging Face
tokenizer = GPT2TokenizerFast.from_pretrained("rejauldu/bengali-gpt2-tokenizer")
model = GPT2LMHeadModel.from_pretrained("rejauldu/bengali-gpt2")
# Generate text
inputs = tokenizer("বাংলায় স্বাগত", return_tensors="pt")
outputs = model.generate(**inputs, max_length=50)
print(tokenizer.decode(outputs[0]))
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- May 24, 2024
- Updated
- Sep 17, 2025