How to change the max length?

[MonolithFoundation]

I found when data max length more than 1024, I have to cut otherwise the forward would throw an exception....

[andimarafioti]

The model was trained with 1024 as a maximum input length. You could try to fine tune it for longer sequences, and there is a vast literature on the subject, but honestly if you need a larger input length, Florence2 is probably not the right model for you. Maybe look into idefics2: https://huggingface.co/docs/transformers/main/en/model_doc/idefics2

[MonolithFoundation]

idefics2 does not have a lite llm version params too much.

however I tried enlarge the input ids length. but it will crash. why

---- Replied Message ---- | From | Andrés @.> | | Date | 07/10/2024 00:40 | | To | @.> | | Cc | @.>@.> | | Subject | Re: [andimarafioti/florence2-finetuning] How to change the max length? (Issue #10) |

The model was trained with 1024 as a maximum input length. You could try to fine tune it for longer sequences, and there is a vast literature on the subject, but honestly if you need a larger input length, Florence2 is probably not the right model for you. Maybe look into idefics2: https://huggingface.co/docs/transformers/main/en/model_doc/idefics2

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