[docs] Community tips #7137
[docs] Community tips #7137
Conversation
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Hi! Is there any detailed description or citation of negative noise, and example code of how to make it? Seems to be missing for now |
| image = pipe( | ||
| prompt = "A croissant shaped like a cute bear." | ||
| negative_prompt = "Deformed, ugly, bad anatomy" | ||
| callback_on_step_end=decode_tensors, | ||
| callback_on_step_end_tensor_inputs=["latents"], | ||
| ).images[0] |
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| image = pipe( | |
| prompt = "A croissant shaped like a cute bear." | |
| negative_prompt = "Deformed, ugly, bad anatomy" | |
| callback_on_step_end=decode_tensors, | |
| callback_on_step_end_tensor_inputs=["latents"], | |
| ).images[0] | |
| image = pipe( | |
| prompt="A croissant shaped like a cute bear." | |
| negative_prompt="Deformed, ugly, bad anatomy" | |
| callback_on_step_end=decode_tensors, | |
| callback_on_step_end_tensor_inputs=["latents"], | |
| ).images[0] |
Because I am a Pythonista :v
| pipeline.load_lora_weights('.', weight_name="marcille.safetensors") | ||
| ``` | ||
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| 3. Load a scheduler and set `use_karras_sigmas=True` to use the DPM++ 2M Karras scheduler (take a look at this [scheduler table](../api/schedulers/overview.) to find the A1111 equivalent scheduler in Diffusers). |
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We can directly link to DPMSolverMultistepScheduler here no?
| ```py | ||
| pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) | ||
| pipeline.scheduler.config.use_karras_sigmas=True | ||
| pipeline.to("cuda") | ||
| ``` |
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| ```py | |
| pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) | |
| pipeline.scheduler.config.use_karras_sigmas=True | |
| pipeline.to("cuda") | |
| ``` | |
| ```py | |
| pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) | |
| pipeline.scheduler.config.use_karras_sigmas = True | |
| pipeline.to("cuda") |
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what do you think about moving the callback examples to callback page? https://huggingface.co/docs/diffusers/main/en/using-diffusers/callback
we can create a section there called "community examples"?
the animte example we don't have to include in the doc right now, we can discuss a little bit more on how to organizing these contents
Not all the tips here belong to the usage of callbacks no? |
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
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@ultranity
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yes yes - I'm just not sure about the best way to organize these contents yet. I'm hoping to see a lot more of these cool community examples and I don't think we should have one page of a random collection of them |
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I just added the"display after each generation step" callback for now to our callback doc, and we can add the other features from @asomoza in a later PR :) |
This PR adds a callback for displaying image after each generation step.