fix pulid

Signed-off-by: Vladimir Mandic <mandic00@live.com>

modules/processing_args.py

@@ -109,8 +109,10 @@ def set_pipeline_args(p, model, prompts:list, negative_prompts:list, prompts_2:t
     if hasattr(model, "set_progress_bar_config"):
         model.set_progress_bar_config(bar_format='Progress {rate_fmt}{postfix} {bar} {percentage:3.0f}% {n_fmt}/{total_fmt} {elapsed} {remaining} ' + '\x1b[38;5;71m' + desc, ncols=80, colour='#327fba')
     args = {}
+    has_vae = hasattr(model, 'vae') or (hasattr(model, 'pipe') and hasattr(model.pipe, 'vae'))
     if hasattr(model, 'pipe') and not hasattr(model, 'no_recurse'): # recurse
         model = model.pipe
+        has_vae = has_vae or hasattr(model, 'vae')
     signature = inspect.signature(type(model).__call__, follow_wrapped=True)
     possible = list(signature.parameters)
 
@@ -233,7 +235,7 @@ def set_pipeline_args(p, model, prompts:list, negative_prompts:list, prompts_2:t
         if sd_models.get_diffusers_task(model) == sd_models.DiffusersTaskType.TEXT_2_IMAGE:
             args['latents'] = p.init_latent
     if 'output_type' in possible:
-        if not hasattr(model, 'vae'):
+        if not has_vae:
             kwargs['output_type'] = 'np' # only set latent if model has vae
 
     # model specific

modules/processing_callbacks.py

@@ -27,7 +27,7 @@ def prompt_callback(step, kwargs):
         assert prompt_embeds.shape == kwargs['prompt_embeds'].shape, f"prompt_embed shape mismatch {kwargs['prompt_embeds'].shape} {prompt_embeds.shape}"
         kwargs['prompt_embeds'] = prompt_embeds
     except Exception as e:
-        debug_callback(f"Callback: {e}")
+        debug_callback(f"Callback: type=prompt {e}")
     return kwargs
 
 
@@ -115,11 +115,16 @@ def diffusers_callback(pipe, step: int = 0, timestep: int = 0, kwargs: dict = {}
             shared.state.current_latent = kwargs['latents']
             shared.state.current_noise_pred = current_noise_pred
 
-        if hasattr(pipe, "scheduler") and hasattr(pipe.scheduler, "sigmas") and hasattr(pipe.scheduler, "step_index"):
-            shared.state.current_sigma = pipe.scheduler.sigmas[pipe.scheduler.step_index - 1]
-            shared.state.current_sigma_next = pipe.scheduler.sigmas[pipe.scheduler.step_index]
+        if hasattr(pipe, "scheduler") and hasattr(pipe.scheduler, "sigmas") and hasattr(pipe.scheduler, "step_index") and pipe.scheduler.step_index is not None:
+            try:
+                shared.state.current_sigma = pipe.scheduler.sigmas[pipe.scheduler.step_index-1]
+                shared.state.current_sigma_next = pipe.scheduler.sigmas[pipe.scheduler.step_index]
+            except Exception:
+                pass
     except Exception as e:
         shared.log.error(f'Callback: {e}')
+        # from modules import errors
+        # errors.display(e, 'Callback')
     if shared.cmd_opts.profile and shared.profiler is not None:
         shared.profiler.step()
     t1 = time.time()

modules/progress.py

@@ -80,7 +80,7 @@ def progressapi(req: ProgressRequest):
     id_live_preview = req.id_live_preview
     live_preview = None
     updated = shared.state.set_current_image()
-    debug_log(f'Preview: job={shared.state.job} active={active} progress={current}/{total} step={shared.state.current_image_sampling_step}/{shared.state.sampling_step} request={id_live_preview} last={shared.state.id_live_preview} enabled={shared.opts.live_previews_enable} job={shared.state.preview_job} updated={updated} image={shared.state.current_image} elapsed={elapsed:.3f}')
+    debug_log(f'Preview: job={shared.state.job} active={active} progress={current}/{total} step={shared.state.current_image_sampling_step}/{step_x}/{step_y} request={id_live_preview} last={shared.state.id_live_preview} enabled={shared.opts.live_previews_enable} job={shared.state.preview_job} updated={updated} image={shared.state.current_image} elapsed={elapsed:.3f}')
     if not active:
         return InternalProgressResponse(job=shared.state.job, active=active, queued=queued, paused=paused, completed=completed, id_live_preview=-1, debug=debug, textinfo="Queued..." if queued else "Waiting...")
     if shared.opts.live_previews_enable and (shared.state.id_live_preview != id_live_preview) and (shared.state.current_image is not None):