4 - Summarization Fine Tuning BART | GPT2 T5 PEGASUS using HuggingFace | NLP Hugging Face Project

[@farrugiamarc0]

Very well explained. Thank you!

[@KGPTalkie]

Thanks

[@divvia-ot9py]

thank you so much! i learn a lot from your video 🤓

[@yasminesmida2585]

which SLM you would recommend for handling summaries in both English and French .thank you

[@fullstackdev-n1c]

: Need little bit help : which model is best for generating text by giving keywords? - training model using youtube metadata? - Or fine-tuning it using youtube metadata?

[@KGPTalkie]

fine tuning is always preferred otherwise, you have to use huge amount of data for the training from the scratch. I have done same thing for Amazon products meta data here www.udemy.com/course/fine-tuning-llm-with-hugging-face-transformers/?referralCode=6DEB3BE17C2644422D8E

[@zhouwang2123]

is there no casual mask for labels?

[@kimlele8485]

How can i use bert model to text Summerazation in arabic languge please

[@yasminesmida2585]

Is Pegasus the best model to generate English summary?

[@KGPTalkie]

Not the best but yeah better than T5 and BART

[@sunitpatil1407]

How can I use bart for making of Hindi text summary and it will be a web application , where user will paste his copied paragraph and the summary of that paragraph is displayed to him .

[@KGPTalkie]

huggingface.co/ai4bharat/IndicBART Hi, you can use above model for Indian language summarization. Overall code and concepts are same. let me know if you need further help.

[@sunitpatil1407]

@@KGPTalkie does it will generate the summary of given paragraph .

[@sunitpatil1407]

@@KGPTalkie and what and how can I use these in your code

[@KGPTalkie]

Go through with the link once. It's already there.

[@kimlele8485]

How can i use bert to arabic language pleas 🙏

[@yasminesmida2585]

Can I use bart cnn or the other model to generate French summary? I don’t want to fine tune the model

[@KGPTalkie]

Then it's better to use LLM like chatgpt or llama3 or phi3 for it

[@yasminesmida2585]

@@KGPTalkie thank you very much for your responses. I just want to ask which model you would recommend for handling summaries in both English and French. Thank you.

[@adsLopess]

good

[@KGPTalkie]

Thanks for watching

[@iqranaveed2660]

Aoa sir your code is too good to understand but i got some error on my dataset can you please help me

[@iqranaveed2660]

Sir pleae reply me

[@KGPTalkie]

What error are you getting?

[@iqranaveed2660]

I got error of to much unpack data or some dimenision error

[@iqranaveed2660]

Can you check my code please

[@KGPTalkie]

Ok. Please share at [e-mail]

[@mustafanamliwala7772]

where is the colab notebook link?, github don't have this notebook

[@KGPTalkie]

Please check now. I have pushed it. Thanks for watching :)

[@jamalshah3657]

If not fine tunning so why is this mentioned in the title of the video

[@KGPTalkie]

Hi There are many models covered in this lesson. As explained in the video you just need to select BARD if wanna use BARD. I did not select this for this video becuase it took many hours. But anyway you will learn fundamentals of fine tuning.