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xlang-ai / instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Apache License 2.0
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Model Fine-tune for Classification Mission? #44

Closed MrRabbit12 closed 11 months ago

MrRabbit12 commented 1 year ago

Hello! There is an automatic classification mission for engineering construction safe cases, we want to fine-tune your model using our dataset. However, no specification was found on your web page. Could you please tell me HOW to do that?

hongjin-su commented 1 year ago

Hi, Thanks a lot for your interest in the INSTRUCTOR model!

To further finetune the INSTRUCTOR model and apply it to classification task, you may connect an additional classifier to the sentence embeddings, and finetune either only the classifier or the whole model.

Feel free to add any further questions or comments!

MrRabbit12 commented 1 year ago

thank u！！！！！！！This REALLY SOLVED my problem~  

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------------------ 原始邮件 ------------------ 发件人: @.>; 发送时间: 2023年6月5日(星期一) 下午3:43 收件人: @.>; 抄送: @.>; @.>; 主题: Re: [HKUNLP/instructor-embedding] Model Fine-tune for Classification Mission? (Issue #44)

Hi, Thanks a lot for your interest in the INSTRUCTOR model!

To further finetune the INSTRUCTOR model and apply it to classification task, you may connect an additional classifier to the sentence embeddings, and finetune either only the classifier or the whole model.

Feel free to add any further questions or comments!

— Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you authored the thread.Message ID: @.***>

hongjin-su commented 11 months ago

Please re-open the issue if you have any questions or comments!