update gguf notes and lint

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

.pylintrc

@@ -7,9 +7,13 @@ fail-on=
 fail-under=10
 ignore=CVS
 ignore-paths=/usr/lib/.*$,
+             modules/apg,
              modules/control/proc,
              modules/control/units,
+             modules/ctrlx,
+             modules/dcsolver,
              modules/dml,
+             modules/ggml,
              modules/hidiffusion,
              modules/hijack,
              modules/intel/ipex,
@@ -18,17 +22,14 @@ ignore-paths=/usr/lib/.*$,
              modules/ldsr,
              modules/onnx_impl,
              modules/pag,
+             modules/prompt_parser_xhinker.py,
              modules/rife,
              modules/taesd,
              modules/todo,
              modules/unipc,
-             modules/xadapter,
-             modules/dcsolver,
-             modules/ctrlx,
              modules/vdm,
-             modules/apg,
+             modules/xadapter,
              repositories,
-             modules/prompt_parser_xhinker.py,
              extensions-builtin/sd-webui-agent-scheduler,
              extensions-builtin/sd-extension-chainner/nodes,
              extensions-builtin/sdnext-modernui/node_modules,

.ruff.toml

@@ -3,26 +3,27 @@ exclude = [
     ".git",
     ".ruff_cache",
     ".vscode",
-    "modules/hidiffusion",
-    "modules/hijack",
-    "modules/k-diffusion",
-    "modules/ldsr",
-    "modules/pag",
-    "modules/rife",
-    "modules/taesd",
-    "modules/todo",
-    "modules/unipc",
-    "modules/xadapter",
-    "modules/dcsolver",
-    "modules/vdm",
-    "modules/intel/openvino",
-    "modules/intel/ipex",
-    "modules/segmoe",
     "modules/apg",
     "modules/control/proc",
     "modules/control/units",
-    "modules/prompt_parser_xhinker.py",
+    "modules/dcsolver",
+    "modules/ggml",
+    "modules/hidiffusion",
+    "modules/hijack",
+    "modules/intel/ipex",
+    "modules/intel/openvino",
+    "modules/k-diffusion",
+    "modules/ldsr",
+    "modules/pag",
     "modules/postprocess/aurasr_arch.py",
+    "modules/prompt_parser_xhinker.py",
+    "modules/rife",
+    "modules/segmoe",
+    "modules/taesd",
+    "modules/todo",
+    "modules/unipc",
+    "modules/vdm",
+    "modules/xadapter",
     "repositories",
     "extensions-builtin/sd-extension-chainner/nodes",
     "extensions-builtin/sd-webui-agent-scheduler",

CHANGELOG.md

@@ -1,8 +1,8 @@
 # Change Log for SD.Next
 
-## Update for 2024-10-09
+## Update for 2024-10-11
 
-### Highlights for 2024-10-09
+### Highlights for 2024-10-11
 
 - **Reprocess**: New workflow options that allow you to generate at lower quality and then  
   reprocess at higher quality for select images only or generate without hires/refine and then reprocess with hires/refine  
@@ -12,13 +12,14 @@
 - Integration with [Ctrl+X](https://github.com/genforce/ctrl-x) which allows for control of **structure and appearance** without the need for extra models,  
   [APG: Adaptive Projected Guidance](https://arxiv.org/pdf/2410.02416) for optimal **guidance** control,  
   [LinFusion](https://github.com/Huage001/LinFusion) for on-the-fly distillation of any sd15/sdxl model  
+- Several of [Flux.1](https://huggingface.co/black-forest-labs/FLUX.1-dev) optimizations and new quantization types  
 - Auto-detection of best available **device/dtype** settings for your platform and GPU reduces neeed for manual configuration  
 - Full rewrite of **sampler options**, not far more streamlined with tons of new options to tweak scheduler behavior  
 - Improved **LoRA** detection and handling for all supported models  
 
 And other goodies like multiple *XYZ grid* improvements, additional *Flux ControlNets*, additional *Interrogate models*, better *LoRA tags* support, and more...
 
-### Details for 2024-10-09
+### Details for 2024-10-11
 
 - **reprocess**
   - new top-level button: reprocess latent from your history of generated image(s)  
@@ -115,7 +116,10 @@ And other goodies like multiple *XYZ grid* improvements, additional *Flux Contro
   - can reduce vram use for high resolutions and increase performance
   - *note*: use lower cfg scales as typical for distilled models  
 
-- **flux**  
+- [Flux](https://huggingface.co/black-forest-labs/FLUX.1-dev)  
+  - see [wiki](https://github.com/vladmandic/automatic/wiki/FLUX#quantization) for details on `gguf`  
+  - support for `gguf` binary format for loading unet/transformer component  
+  - support for `gguf` binary format for loading t5/text-encoder component: requires transformers pr  
   - avoid unet load if unchanged  
   - mark specific unet as unavailable if load failed  
   - fix diffusers local model name parsing  
@@ -205,8 +209,6 @@ And other goodies like multiple *XYZ grid* improvements, additional *Flux Contro
   - massive log cleanup  
   - full lint pass  
   - improve inference mode handling  
-- **experimental**  
-  - flux t5 load from gguf: requires transformers pr  
 
 
 ## Update for 2024-09-13

modules/model_flux.py

@@ -152,7 +152,8 @@ def load_flux_gguf(file_path):
             skipped += 1
             continue
         applied += 1
-        sd_hijack_accelerate.hijack_set_module_tensor_simple(transformer, param_name, device=0, value=param)
+        sd_hijack_accelerate.hijack_set_module_tensor_simple(transformer, tensor_name=param_name, value=param, device=0)
+        state_dict[param_name] = None
     shared.log.debug(f'Load model: type=Unet/Transformer applied={applied} skipped={skipped} stats={stats}')
     return transformer, None
 

modules/ui_extra_networks_history.py

@@ -37,3 +37,4 @@ class ExtraNetworksPageHistory(ui_extra_networks.ExtraNetworksPage):
         items = [l for l in shared.history.latents if l.name == name]
         if len(items) > 0:
             return items[0].info
+        return ''