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update changelog

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Signed-off-by: Vladimir Mandic <mandic00@live.com>
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Vladimir Mandic
2025-10-27 15:40:07 -04:00
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CHANGELOG.md
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# Change Log for SD.Next
## Update for 2025-10-26
## Update for 2025-10-27
### Highlights for 2025-10-27
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### Details for 2025-10-27
- **Reference** networks section is now split into actual *Base* models plus:
**Quantized**: pre-quantized variants of the base models using SDNQ-SVD quantization for optimal quality and smallest possible resource usage
examples: *FLUX.1-Dev/Krea/Kontext/Schnell, Qwen-Image/Edit/2509, Chroma1-HD, WAN-2.2-A44B, etc.*
**Distilled**: distilled variants of base models
examples: *Turbo, Lightning, Lite, SRPO, Distill, Pruning, etc.*
**Community**: community highlights
examples: *Tempest, Juggernaut, Illustrious, Pony, NoobAI, etc.*
and all reference models have new preview images, thanks @liutyi
- **Models**
- **Quantized**: pre-quantized variants of the base models using SDNQ-SVD quantization for optimal quality and smallest possible resource usage
examples: *FLUX.1-Dev/Krea/Kontext/Schnell, Qwen-Image/Edit/2509, Chroma1-HD, WAN-2.2-A44B, etc.*
- **Distilled**: distilled variants of base models
examples: *Turbo, Lightning, Lite, SRPO, Distill, Pruning, etc.*
- **Community**: community highlights
examples: *Tempest, Juggernaut, Illustrious, Pony, NoobAI, etc.*
and all reference models have new preview images, thanks @liutyi
- **Models**
- [Tencent HunyuanImage 2.1](https://huggingface.co/tencent/HunyuanImage-2.1) in *full*, *distilled* and *refiner* variants
HunyuanImage-2.1 is a large (51GB) T2I model capable of natively generating 2K images and uses Qwen2.5 + T5 text-encoders and 32x VAE
- [Pony 7](https://huggingface.co/purplesmartai/pony-v7-base)
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- switch to `rocm==7.0` for nightlies
- log `triton` availability on startup
- add `xpu` stats in gpu monitor
- **Quantization**
- improved **SDNQ SVD** and low-bit matmul performance
- **Other**
- improved **SDNQ SVD** and low-bit matmul performance
- change default **schedulers** for sdxl
- warn on `python==3.9` end-of-life and `python==3.10` not actively supported
- **scheduler** add base and max shift parameters for flow-matching samplers