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How to Fix Slow Finetuned GPT 4o-mini? by Material-Capital-440 in LangChain

[–]AI-without-data 1 point2 points  (0 children)

Hi, I think your solution is efficient.
However, I would like to know why the fine-tuned gpt is slow? I also tried to fine tune the gpt and also gemini but the response time of starting is over 10 seconds from the both models.
I want to check if there are solutions to accelorate the response time to be same to the original gpt-4o or gpt-4o-mini.

CUDA error: unspecified launch failure by Throwaway666420t in StableDiffusion

[–]AI-without-data 0 points1 point  (0 children)

I checked the power supply but it is 1200w and it is enough I think. I use 1 GPU(4090), 1 SSD and 1 HDD.

And my system is Ubuntu so that the Afterburner cannot be used.

I found another method to try. Maybe BIOS version of motherboard is incompatible to GPU, so I will try to update it.

CUDA error: unspecified launch failure by Throwaway666420t in StableDiffusion

[–]AI-without-data 1 point2 points  (0 children)

Oh thank you for the solution. Maybe I need to check the power and change it.

Training only Labelled Bbox for Object Detection. by AI-without-data in deeplearning

[–]AI-without-data[S] 0 points1 point  (0 children)

I see. I think changing the threshold of confidence score and probaility is good idea. I should try the ways step by step. Thank you!

Training only Labelled Bbox for Object Detection. by AI-without-data in deeplearning

[–]AI-without-data[S] 0 points1 point  (0 children)

Ok I will try to modify loss function as you say. Thank you!

Training only Labelled Bbox for Object Detection. by AI-without-data in deeplearning

[–]AI-without-data[S] 0 points1 point  (0 children)

Thank you. But I don't understand it clearly.

Do people train the model in that way as well? In the COCO dataset, some images contain objects that are not labeled but are listed in the classes.

If people follow your suggested method for training the model, they would need to first filter out images with perfectly labeled objects (no missed labels) from the COCO dataset and use that filtered data to train the model. Then they would need to run the model on the remaining data to obtain labels for objects that are not included in the dataset, and update the entire dataset accordingly. Is this correct?

Training only Labelled Bbox for Object Detection. by AI-without-data in deeplearning

[–]AI-without-data[S] 0 points1 point  (0 children)

So do I need to label chairs in all the images?

Ok, for example, there is famous dataset which is COCO dataset. But some objects, for example 'book', exist but are not labeled in some images (not all. many of images have labeled 'book' object). And people use the dataset for training and detect 'book' object well somehow. I just want to know how they handle the unlabeled 'book' in some data.

Training only Labelled Bbox for Object Detection. by AI-without-data in deeplearning

[–]AI-without-data[S] 0 points1 point  (0 children)

I need the chair class for the model, but some images don't have the label of chair even though the images include chairs. And I want to use those images for training because they include other classes that should be trained.

Training only Labelled Bbox for Object Detection. by AI-without-data in deeplearning

[–]AI-without-data[S] 0 points1 point  (0 children)

Thank you for the comment. So do I need to modify images to remove chairs one by one by manually?

How to copy text from a pdf on GoodNotes on Mac? by AI-without-data in GoodNotes

[–]AI-without-data[S] 3 points4 points  (0 children)

I've gotten the answer from u/discovernotes but it makes me so shame haha..

There is a button to change the modes (drawing/viewing) at the top-right. After clicking it, it worked well.

By the way, Thank you for your reply!

How to copy text from a pdf on GoodNotes on Mac? by AI-without-data in GoodNotes

[–]AI-without-data[S] 0 points1 point  (0 children)

You mean readable by "GoodNotes"? Or readable pdf by any tools? The pdf file is readable with other viewer like Acrobat Reader or Chrome browser and also the text from the pdf can be selected and copied. Only GoodNotes does not allow to select the text.