mirror of
https://github.com/vladmandic/automatic
synced 2026-09-20 01:31:13 +02:00
vladmandic
+63
-23
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# Change Log for SD.Next
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## Update for 2026-03-09
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## Update for 2026-03-20
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### Highlights for 2026-03-09
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### Highlights for 2026-03-20
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This release brings massive code refactoring to modernize codebase and removal of some obsolete features. Leaner & Faster!
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And since its a bit quieter period when it comes to new models, so we have two deep fine-tunes: *FireRed-Image-Edit* and *SkyWorks-UniPic-3*
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What else? Updated localization with new languages and improved translations, several new upscalers, futher improvements to captioning, some new UI themes
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And since its a bit quieter period when it comes to new models, notable additions would be : *FireRed-Image-Edit* *SkyWorks-UniPic-3* and *Anima-Preview-2*
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*What else*? Really a lot!
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New color grading module, updated localization with new languages and improved translations, new civitai integration module, several new upscalers, improvements to LLM/VLM in captioning and prompt enhance, a lot of new control preprocessors, new realtime server info panel, some new UI themes
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And major work on API hardening: security, rate limits, secrets handling, new endpoints, etc.
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But also many smaller quality-of-life improvements - for full details, see [ChangeLog](https://github.com/vladmandic/automatic/blob/master/CHANGELOG.md)
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[ReadMe](https://github.com/vladmandic/automatic/blob/master/README.md) | [ChangeLog](https://github.com/vladmandic/automatic/blob/master/CHANGELOG.md) | [Docs](https://vladmandic.github.io/sdnext-docs/) | [WiKi](https://github.com/vladmandic/automatic/wiki) | [Discord](https://discord.com/invite/sd-next-federal-batch-inspectors-1101998836328697867) | [Sponsor](https://github.com/sponsors/vladmandic)
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### Details for 2026-03-09
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### Details for 2026-03-20
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- **Models**
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- [Google Flash 3.1 Image](https://ai.google.dev/gemini-api/docs/models/gemini-3-flash-preview) a.k.a. *Nano Banana 2*
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@@ -19,36 +22,61 @@ But also many smaller quality-of-life improvements - for full details, see [Chan
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*Note*: FireRed is a fine-tune of Qwen-Image-Edit regardless of its claim as a new base-model
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- [Skyworks UniPic-3](https://huggingface.co/Skywork/Unipic3), *Consistency and DMD* variants to reference/community section
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*Note*: UniPic-3 is a fine-tune of Qwen-Image-Edit with new distillation regardless of its claim of major changes
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- [Anima Preview-v2](https://huggingface.co/circlestone-labs/Anima)
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- **Image manipulation**
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- new **color grading** module
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- update **latent corrections** *(former HDR Corrections)* and expand allowed models
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- add support for [spandrel](https://github.com/chaiNNer-org/spandrel)
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**upscaling** engine with suport for new upscaling model families
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- add two new ai upscalers: *RealPLKSR NomosWebPhoto* and *RealPLKSR AnimeSharpV2*
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- add two new **interpolation** methods: *HQX* and *ICB*
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- use high-quality [sharpfin](https://github.com/drhead/Sharpfin) accelerated library
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when available (*cuda-only*), thanks @CalamitousFelicitousness
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- **Features**
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- pipelines: add **ZImageInpaint**, thanks @CalamitousFelicitousness
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when available (*cuda-only*)
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- **upscalers**: extend chainner support for additional models
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- **Captioning / Prompt Enhance**
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- new models: **Qwen-3.5**, **Mistral-3** in multiple variations
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- new models: multiple *heretic* and *abliterated* finetunes for **Qwen, Gemma, Mistral**
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- **captioning** and **prompt enhance**: add support for all cloud-based Gemini models
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*3.1/3.0/2.5 pro/flash/flash-lite*
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- improve captioning and prompt enhance memory handling/offloading
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- **Control**
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- new **pre-processors**:
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*anyline, depth_anything v2, dsine, lotus, marigold normals, oneformer, rtmlib pose, sam2, stablenormal, teed, vitpose*
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- **Features**
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- **secrets** handling: new `secrets.json` and special handling for tokens/keys/passwords
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used to be treated like any other `config.json` param which can cause security issues
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- pipelines: add **ZImageInpaint**
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- rewritten **civitai** module
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browse/discover mode with sort, period, type/base dropdowns; URL paste; subfolder sorting; auto-browse; dynamic dropdowns
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- **hires**: allow using different lora in refiner prompt
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- **nunchaku** models are now listed in networks tab as reference models
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instead of being used implicitly via quantization, thanks @CalamitousFelicitousness
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instead of being used implicitly via quantization
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- improve image **metadata** parser for foreign metadata (e.g. XMP)
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- **Compute**
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- **ROCm** support for additional AMD GPUs: `gfx103X`, thanks @crashingalexsan
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- **Cuda** `torch==2.10` removed support for `rtx1000` series, use following before first startup:
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> `set TORCH_COMMAND='torch==2.9.1 torchvision==0.24.1 torchaudio==2.9.1 --index-url https://download.pytorch.org/whl/cu126'`
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- **UI**
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- new panel: **server info** with detailed runtime informaton
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- **localization** improved translation quality and new translations locales:
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*en, en1, en2, en3, en4, hr, es, it, fr, de, pt, ru, zh, ja, ko, hi, ar, bn, ur, id, vi, tr, sr, po, he, xx, yy, qq, tlh*
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yes, this now includes stuff like *latin, esperanto, arabic, hebrew, klingon* and a lot more!
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and also intruce some pseudo-locales such as: *techno-babbel*, *for-n00bs*
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*hint*: click on locale icon in bottom-left corner to cycle through available locales, or set default in *settings -> ui*
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- **kanvas**: add paste image from clipboard
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- **server settings** new section in *settings*
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- **kanvas** add paste image from clipboard
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- **themes** add *CTD-NT64Light*, *CTD-NT64Medium* and *CTD-NT64Dark*, thanks @resonantsky
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- **themes** add *Vlad-Neomorph*
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- **gallery** add option to auto-refresh gallery, thanks @awsr
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- **token counters** add per-section display for supported models, thanks @awsr
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- **API**
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- **rate limiting**: global for all endpoints, guards against abuse and denial-of-service type of attacks
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configurable in *settings -> server settings*
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- new `/sdapi/v1/upload` endpoint with support for both POST with form-data or PUT using raw-bytes
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- new `/sdapi/v1/torch` endpoint for torch info (backend, version, etc.)
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- new `/sdapi/v1/gpu` endpoint for GPU info
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- new `/sdapi/v1/rembg` endpoint for background removal
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- use rate limiting for api logging
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- **Internal**
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- `python==3.13` full support
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- `python==3.14` initial support
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@@ -57,12 +85,19 @@ But also many smaller quality-of-life improvements - for full details, see [Chan
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`clip, numba, skimage, torchsde, omegaconf, antlr, patch-ng, patch-ng, astunparse, addict, inflection, jsonmerge, kornia`,
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`resize-right, voluptuous, yapf, sqlalchemy, invisible-watermark, pi-heif, ftfy, blendmodes, PyWavelets, imp`
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these are now installed on-demand when needed
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- refactor to/from *image/tensor* logic, thanks @CalamitousFelicitousness
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- bump `huggingface_hub==1.5.0`
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- bump `transformers==5.3.0`
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- refactor to/from *image/tensor* logic
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- refactor reorganize `cli` scripts
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- refactor move tests to dedicated `/test/`
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- refactor all image handling to `modules/image/`
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- remove face restoration, thanks @CalamitousFelicitousness
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- refactor: many params that were server-global are now ui params that are handled per-request
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*schedulers, todo, tome, etc.*
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- refactor: error handling during `torch.compile`
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- refactor: move `rebmg` to core instead of extensions
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- remove face restoration
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- unified command line parsing
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- use explcit image references in `gallery`, thanks @awsr
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- launch use threads to async execute non-critical tasks
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- switch from deprecated `pkg_resources` to `importlib`
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- modernize typing and type annotations
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@@ -74,7 +109,6 @@ But also many smaller quality-of-life improvements - for full details, see [Chan
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- use `threading` for deferable operatios
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- use `threading` for io-independent parallel operations
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- remove requirements: `clip`, `open-clip`
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- captioning part-2, thanks @CalamitousFelicitousness
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- add new build of `insightface`, thanks @hameerabbasi
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- reduce use of generators with ui interactor
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- better subprocess execute, thanks @awsr
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@@ -84,29 +118,35 @@ But also many smaller quality-of-life improvements - for full details, see [Chan
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- remove `dwpose` pre-processor
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- remove `hdm` model support
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- remove `xadapter` script
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- remove `codeformer` and `gfpgan` face restorers, thanks @CalamitousFelicitousness
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- remove `codeformer` and `gfpgan` face restorers
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- **Checks**
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- switch to `pyproject.toml` for tool configs
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- update `lint` rules, thanks @awsr
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- add `ty` to optional lint tooling
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- add `pyright` to optional lint tooling
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- **Fixes**
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- ui `gallery` cache recursive cleanup, thanks @awsr
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- ui main results pane sizing
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- ui connection monitor
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- handle `clip` installer doing unwanted `setuptools` update
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- cleanup for `uv` installer fallback
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- add metadata restore to always-on scripts
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- improve wildcard weights parsing, thanks @Tillerz
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- ui gallery cache recursive cleanup, thanks @awsr
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- main results pane sizing
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- add `metadata` restore to always-on scripts
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- improve `wildcard` weights parsing, thanks @Tillerz
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- model detection for `anima`
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- lora unwanted unload
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- improve preview error handler
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- gallery over remote/unsecure connections
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- handle `lora` unwanted unload
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- improve `preview` error handler
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- handle `gallery` over remote/unsecure connections
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- fix `ltx2-i2v`
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- handle missing preview image
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- ui connection monitor
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- handle missing `preview` image
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- kandinsky 5 t2i/i2i model type detection
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- kanvas notify core on image size change
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- command arg `--reinstall` stricter enforcement
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- handle `api` state reset
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- processing upscaler refresh button
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- simplify and validate `rembg` dependencies
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- improve video generation progress tracking
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- handle startup with bad `scripts` more gracefully
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- thread-safety for `error-limiter`, thanks @awsr
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## Update for 2026-02-04
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@@ -1,9 +1,15 @@
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# TODO
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## Release
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- Release: bumb packages
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- Release: implement `unload_auxiliary_models`
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## Internal
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- Update: `transformers==5.0.0`, owner @CalamitousFelicitousness
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- Deploy: Create executable for SD.Next
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- Feature: Color grading in processing
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- Feature: RIFE in processing
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- Feature: SeedVR2 in processing
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- Deploy: Lite vs Expert mode
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- Engine: [mmgp](https://github.com/deepbeepmeep/mmgp)
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- Engine: `TensorRT` acceleration
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