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English2Hinglish-Flan-T5-Base
rvv-karma/English2Hinglish-Flan-T5-Base
English2Hinglish-Flan-T5-Base is a text generation model from rvv-karma. 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 finetuned model of google/flan-t5-base with rvv-karma/English-Hinglish-TOP dataset.
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15.8 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Nov 26, 2023
- Updated
- Dec 10, 2023
- SHA
- 0752ff67
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Datasets
Model card
From the Hugging Face model README
English2Hinglish-Flan-T5-Base
This is a finetuned model of google/flan-t5-base with rvv-karma/English-Hinglish-TOP dataset.
Usage
# Load model directly
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
model_name = "rvv-karma/English2Hinglish-Flan-T5-Base"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
input_text = "What are you doing?"
input_ids = tokenizer(input_text, return_tensors="pt")
output_ids = model.generate(**input_ids)
output_text = tokenizer.decode(output_ids[0], skip_special_tokens=True)
print(output_text)
Fine-tuning script
References
- Task
- Text Generation
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Languages
- en, hi, multilingual
- Created
- Nov 26, 2023
- Updated
- Dec 10, 2023