Comments (3)
@Bachstelze Yeah, Mr. Peter Szemraj trained using flan-t5-large model, size of the model is 3.13 GB as you evaluated sir.
Any suggetion, how can this flan-t5-large model from Mr. Peter Szemraj can be improved further.
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@akesh1235 you probably mean flan-t5-large-grammar-synthesis. This model is only trained on the JFLEG dataset. You can add more datasets for the english-centric Flan-T5:
- https://paperswithcode.com/datasets?task=grammatical-error-correction
- https://huggingface.co/datasets?other=grammatical-error-correction
Also, you can add more languages: #32
Flan-T5 is already pre-trained in plenty languages: English, Spanish, Japanese, Persian, Hindi, French, Chinese, Bengali, Gujarati, German, Telugu, Italian, Arabic, Polish, Tamil, Marathi, Malayalam, Oriya, Panjabi, Portuguese, Urdu, Galician, Hebrew, Korean, Catalan, Thai, Dutch, Indonesian, Vietnamese, Bulgarian, Filipino, Central Khmer, Lao, Turkish, Russian, Croatian, Swedish, Yoruba, Kurdish, Burmese, Malay, Czech, Finnish, Somali, Tagalog, Swahili, Sinhala, Kannada, Zhuang, Igbo, Xhosa, Romanian, Haitian, Estonian, Slovak, Lithuanian, Greek, Nepali, Assamese, Norwegian
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I have fine tune a flan-t5 model on my own small dataset about 1500 rows. But i find it not works. I only want to correct the error in my own dataset. others just to return the original text. it is not run as i expect.
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Related Issues (20)
- OSError: Can't load config for 'prithivida/grammar_error_correcter' HOT 1
- Training dataset HOT 1
- Highlight failed - throwing out of bound error
- Installation runs endlessly in Colab with Transfomers version 4.9.0 HOT 1
- Module not found Error HOT 1
- [Spacy error] Can't find model 'en' HOT 3
- Suggestions to improve the grammar results for short sentences
- Gramformer Highlight function not working
- Word limit HOT 2
- OSError: [E050] Can't find model 'en'. It doesn't seem to be a shortcut link, a Python package or a valid path to a data directory. HOT 3
- Mulitlingual Grammatical Error Correction HOT 1
- Fix Can't find model "en" error by directly loading en_core_web_sm HOT 3
- Gramformer on pypi? HOT 5
- Edit start and end position HOT 1
- No module named 'annotated_text' in streamlit_app.py HOT 1
- what is the VERB:SVA stand for ? HOT 1
- Compatibility issues with spacy
- Output Issue with Gramformer - Script Long Strings vs. List
- Commercial use issue HOT 2
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