Create README.md
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README.md
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---
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language:
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- en
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- hi
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- multilingual
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tags:
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- text2text-generation
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widget:
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- text: What are you doing?
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example_title: What are you doing
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- text: It is raining heavily.
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example_title: It is raining heavily.
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- text: How are you?
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example_title: How are you?
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datasets:
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- rvv-karma/English-Hinglish-TOP
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license: apache-2.0
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pipeline_tag: text2text-generation
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---
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# English2Hinglish-Flan-T5-Base
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This is a finetuned model of [Flan T5 Base](https://huggingface.co/google/flan-t5-base) with [English-Hinglish-TOP](https://huggingface.co/datasets/rvv-karma/English-Hinglish-TOP) dataset.
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## Usage
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```python
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# Load model directly
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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model_name = "rvv-karma/English2Hinglish-Flan-T5-Base"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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input_text = "What are you doing?"
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input_ids = tokenizer(input_text, return_tensors="pt")
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output_ids = model.generate(**input_ids)
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output_text = tokenizer.decode(output_ids[0], skip_special_tokens=True)
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print(output_text)
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```
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