Julio Herrera Beginner to HuggingFace Platform
Hey there! Julio Herrera here—a software engineer and cultural enthusiast living in Via dei Vellutini, Italy. Please help to solve my queries!What is the best transformer model for summarizing long documents? Are there any fine-tuned models for emotion detection in text?
2024-11-04T08:31:17Z
Text analysis models for sentiment analysis are sometimes found. There are so many text summarization models that I have no idea which one is best…What about trying the larger size models first, and then choosing the smallest model possible to the extent that you are satisfied with the results?huggingface.coModels - Hugging FaceWe’re on a journey to advance and democratize artificial intelligence through open source and open science.huggingface.coModels - Hugging FaceWe’re on a journey to advance and democratize artificial intelligence through open source and open science.
2024-11-05T07:52:16Z
Yes large size models first. But I still can’t understand how to proceed further?
2024-11-05T08:20:23Z
I think it’s free and quick to try out relatively large, well-known models in the Inference Playground first. Probably, all of the models are over-specced for use in the text summarization task, but each model has its own tendencies or personality. I think it would be easy to find a model you like and then find a smaller version of it.Also, whether it’s sentiment analysis or text summarization, there may be demo Spaces that have already been created by someone else.If you can find them, it will be the easiest. Basically, you can copy and paste.huggingface.coInference Playground - a Hugging Face Space by huggingfaceDiscover amazing ML apps made by the communityhuggingface.coSpaces - Hugging FaceDiscover amazing ML apps made by the community
2024-11-06T10:30:49Z
Thank you for the links!