search

zydxt / sd-webui-rpg-diffusionmaster

Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (PRG)
GNU Affero General Public License v3.0
53 stars 2 forks source link

Gemini Pro API sometimes gives errors due to strict safety settings #12

Closed Heather95 closed 2 months ago

Heather95 commented 4 months ago

By default, the Gemini Pro API has strict safety settings which will block all questionable prompts and give an error before images begin generating. This cannot be disabled on the user end and requires new code, specifically a "BLOCK_NONE" threshold for all 4 safety_ratings category arguments. I don't know how to create Python code myself.

Please refer to the official documentation regarding this issue.

https://ai.google.dev/tutorials/python_quickstart#safety_settings

Full document with code examples at the bottom: https://ai.google.dev/docs/safety_setting_gemini

Note that it states, "Adjusting to lower safety settings will trigger a more indepth review process of your application." I'm not certain what this means.

Gemini Pro API is a great alternative to local LLMs because it allows for 60 queries per minute, i.e. 1 query per second, for free to every user.

zydxt commented 2 months ago

Hi, I set the safety setting to BLOCK_NONE. Hope that will fix your issue. But I'm not sure if it will work and I don't really know what does the "review process" mean. I guess google will do some extra review afterwards on your api usage with lower safety setting.