Thanks for the video Rithesh ! Can I do text classification with Llama 2 given that my csv file has two columns- Text and label ? I have referred many YT channels but none of them clearly explained even though many folks requested in the comments section. Would be helpful for us if you can give an explanation/ approach.
Llama 2 is a text generation model. So for text classification you would want it to generate your class label as output or look at generated text probability and classify text . Look at: github.com/sh0416/llama-classification using llama . Else if you want to do it zeroshot pass it in the prompt and see
@@RitheshSreenivasan Thanks for your reply. Seems like text classification with Llama-2 is very difficult. Can you do a video on few short learning with llama
thanks for your excellent work!
Thanks a lot for valuable videos as always and the links are highly useful....
Thank You!
Thanks for the video Rithesh ! How to fine tuning Llama 2 to complete NLP tasks like as aspect based sentiment analysis ?
There are lot of tutorials on fine tuning Llama 2 for various downstream tasks
@Rithesh Sreenivasan , have you shared the notebook that you are using in the video.
Look at the description of the video for the link
thanks a lot !!@@RitheshSreenivasan
Thanks for the video Rithesh ! Can I do text classification with Llama 2 given that my csv file has two columns- Text and label ? I have referred many YT channels but none of them clearly explained even though many folks requested in the comments section. Would be helpful for us if you can give an explanation/ approach.
Llama 2 is a text generation model. So for text classification you would want it to generate your class label as output or look at generated text probability and classify text . Look at: github.com/sh0416/llama-classification using llama . Else if you want to do it zeroshot pass it in the prompt and see
@@RitheshSreenivasan Thanks for your reply. Seems like text classification with Llama-2 is very difficult. Can you do a video on few short learning with llama
what if i wanna do multiclass classification - happy , sad , neutral , disgust , fear , etc etc?
Put that in the prompt
Can AI models particularly this LLMA2 model handle sentiment analysis or other NLP tasks for languages other than English?"
You need check. Some models can handle multilingual tasks
hi i want to use llama 2 for sentiment analysis on my data ,it should also be able to divide my text into 2 different texts can i get your help
Reach out to me on Topmate.io. Link in Channel Description.It is a paid service