Merge pull request #5053 from vladmandic/dev

refresh master

CHANGELOG.md

@@ -1,6 +1,6 @@
 # Change Log for SD.Next
 
-## Highlights for 2026-08-22
+## Highlights for 2026-08-23
 
 Time for a new release, this is a larger one!
 Main focus is improving video workflows which also brings full support for new [MiniMax H3](https://vladmandic.github.io/sdnext-docs/MiniMax) and [LTXVideo-2.5](https://vladmandic.github.io/sdnext-docs/LTX)  
@@ -17,7 +17,7 @@ Plus quite a lot more, see full [changelog](https://github.com/vladmandic/automa
 
 [Home](https://vladmandic.github.io/sdnext/) | [ChangeLog](https://github.com/vladmandic/automatic/blob/master/CHANGELOG.md) | [Docs](https://vladmandic.github.io/sdnext-docs/) | [Discord](https://discord.com/invite/sd-next-federal-batch-inspectors-1101998836328697867) | [Sponsor](https://github.com/sponsors/vladmandic)  
 
-## Details for 2026-08-22
+## Details for 2026-08-23
 
 - **Models**
   - [MiniMax H3](https://huggingface.co/MiniMaxAI/MiniMax-H3) available in *base* and *ref* variants  
@@ -83,7 +83,7 @@ Plus quite a lot more, see full [changelog](https://github.com/vladmandic/automa
     may provide significant speed-up on some gpus, disabled by default  
   - AR display ratio on manual resolution change
 - **Wiki**
-  - major updates: *Offload, Detailer, Video, MiniMax, LTX*
+  - major updates: *Offload, Detailer, Video, MiniMax, LTX, Debug*
   - minor updates: *Intel-ARC, FramePack, Parameters, API, Installation, SDNQ-Quantization, CLI-Arguments*
 - **Removed**
   - remove DirectML support  
@@ -114,6 +114,7 @@ Plus quite a lot more, see full [changelog](https://github.com/vladmandic/automa
   - scripts: mixture-of-diffusers and mixture-tiling update to use igwn-segments
   - api: process
   - api: auth via remote-ip
+  - api: improve response models
   - krea2: fallback to base pipeline/transformer for nunchaku-lite
   - torchsde: handle obsolete dependency
   - upscaler: avoid unnecessary multi-pass

TODO.md

@@ -3,9 +3,9 @@
 ## Short-term
 
 - Update LTX wiki, @CalamitousFelicitousness
+- Lora: new handler, @CalamitousFelicitousness
 - Productize benchmark tool, @CalamitousFelicitousness
 - Inpaint: https://discord.com/channels/1101998836328697867/1130536562422186044/1506850651035144322, @vladmandic
-- Lora: new handler, @CalamitousFelicitousness
 - Control tab verify overrides handling, @vladmandic
 - Create pre-quant for LTX-2.5
 - Create pre-quant for MiniMax-H3-Turbo

installer.py

@@ -109,7 +109,9 @@ def custom_excepthook(exc_type, exc_value, exc_traceback):
     if exc_traceback:
         format_exception = traceback.format_tb(exc_traceback)
         for line in format_exception:
-            log.error(repr(line))
+            subline = line.split('\n')
+            for sub in subline:
+                log.error(repr(sub))
 
 
 def print_dict(d):

modules/api/api.py

@@ -76,9 +76,9 @@ class Api:
         self.add_api_route("/sdapi/v1/extra-single-image", self.process.extras_single_image_api, methods=["POST"], response_model=models.ResProcessImage, tags=["Processing"])
         self.add_api_route("/sdapi/v1/process-batch", self.process.extras_batch_images_api, methods=["POST"], response_model=models.ResProcessBatch, tags=["Processing"])
         self.add_api_route("/sdapi/v1/extra-batch-images", self.process.extras_batch_images_api, methods=["POST"], response_model=models.ResProcessBatch, tags=["Processing"])
-        self.add_api_route("/sdapi/v1/preprocess", self.process.post_preprocess, methods=["POST"], tags=["Processing"])
-        self.add_api_route("/sdapi/v1/mask", self.process.post_mask, methods=["POST"], tags=["Processing"])
-        self.add_api_route("/sdapi/v1/detect", self.process.post_detect, methods=["POST"], tags=["Processing"])
+        self.add_api_route("/sdapi/v1/preprocess", self.process.post_preprocess, methods=["POST"], response_model=models.ResPreprocess, tags=["Processing"])
+        self.add_api_route("/sdapi/v1/mask", self.process.post_mask, methods=["POST"], response_model=process.ResMask, tags=["Processing"])
+        self.add_api_route("/sdapi/v1/detect", self.process.post_detect, methods=["POST"], response_model=process.ResFace, tags=["Processing"])
         self.add_api_route("/sdapi/v1/detail", self.process.post_detail, methods=["POST"], response_model=models.ResDetail, tags=["Processing"])
         self.add_api_route("/sdapi/v1/prompt-enhance", self.process.post_prompt_enhance, methods=["POST"], response_model=models.ResPromptEnhance, tags=["Generation"])
 

modules/api/gallery.py

@@ -36,6 +36,10 @@ OPTS_FOLDERS = [
 class ReqFiles(BaseModel):
     folder: str = Field(title="Folder")
 
+class ItemFolder(BaseModel):
+    path: str = Field(title="Path", description="Folder path")
+    label: str = Field(title="Label", description="Folder display label")
+
 ### ws connection manager
 
 class ConnectionManager:
@@ -206,7 +210,7 @@ def register_api(api): # register api
                     debug(f'Browser folders allow: {path}')
                     shared.demo.allowed_paths.append(path)
         debug(f'Browser folders: {unique_folders}')
-        return JSONResponse(content=unique_folders)
+        return unique_folders
 
     # @app.get("/sdapi/v1/browser/thumb", response_model=dict)
     async def get_thumb(file: str, exif: bool = False):
@@ -245,7 +249,7 @@ def register_api(api): # register api
             log.error(f'Gallery: {folder} {e}')
             return []
 
-    api.add_api_route("/sdapi/v1/browser/folders", get_folders, methods=["GET"], response_model=list[str])
+    api.add_api_route("/sdapi/v1/browser/folders", get_folders, methods=["GET"], response_model=list[ItemFolder])
     api.add_api_route("/sdapi/v1/browser/thumb", get_thumb, methods=["GET"], response_model=dict)
     api.add_api_route("/sdapi/v1/browser/files", ht_files, methods=["GET"], response_model=list)
 

modules/img2img.py

@@ -338,6 +338,7 @@ def img2img(id_task: str, state: str, mode: int,
     if p.is_batch:
         process_batch(p, img2img_batch_files, img2img_batch_input_dir, img2img_batch_output_dir, img2img_batch_inpaint_mask_dir, args)
         processed = processing.get_processed(p, [], p.seed, "")
+        processed = scripts_manager.scripts_img2img.after(p, processed, *args)
     else:
         processed = scripts_manager.scripts_img2img.run(p, *args)
         if processed is None:

modules/logger.py

@@ -148,6 +148,7 @@ def setup_logging(debug=None, trace=None, filename=None):
     class FileBuffer(RotatingFileHandler):
         def __init__(self, filename, maxBytes=32*1024*1024, backupCount=9, encoding='utf-8', delay=True):
             super().__init__(filename, maxBytes=maxBytes, backupCount=backupCount, encoding=encoding, delay=delay)
+            self.ansi_escape = re.compile(r'(\x9B|\x1B\[)[0-?]*[ -/]*[@-~]')
             if trace:
                 self.formatter = logging.Formatter('%(asctime)s %(levelname)-8s %(message)s | %(module)s:%(pathname)s:%(lineno)d:%(message)s')
             else:
@@ -156,8 +157,7 @@ def setup_logging(debug=None, trace=None, filename=None):
         def strip(self, line):
             if line is None:
                 return ""
-            ansi_escape = re.compile(r'(\x9B|\x1B\[)[0-?]*[ -/]*[@-~]')
-            return ansi_escape.sub('', str(line))
+            return self.ansi_escape.sub('', str(line))
 
         def emit(self, record):
             record.msg = self.strip(record.msg)

pipelines/sefi/convert_sefi_to_diffusers.py

@@ -317,7 +317,7 @@ def convert_scheduler(root: Path, output: Path):
 
     torch.testing.assert_close(scheduler.sigmas, source_scheduler.sigmas, rtol=0.0, atol=0.0)
     torch.testing.assert_close(scheduler.timesteps, source_scheduler.timesteps, rtol=0.0, atol=0.0)
-    num_train_timesteps = int(scheduler.config.num_train_timesteps)
+    num_train_timesteps = int(scheduler.config.num_train_timesteps) # pylint: disable=no-member
     expected_sigmas = torch.linspace(1.0, 1.0 / num_train_timesteps, num_train_timesteps)
     torch.testing.assert_close(scheduler.sigmas, expected_sigmas, rtol=0.0, atol=1e-7)
     torch.testing.assert_close(scheduler.timesteps, expected_sigmas * num_train_timesteps, rtol=0.0, atol=1e-4)