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https://github.com/vladmandic/automatic
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# Change Log for SD.Next
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## Update for 2025-05-11
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## Update for 2025-05-12
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### Highlights for 2025-05-11
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### Highlights for 2025-05-12
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First of all NNCF quantization engine has gone through some major enhancements and its now much faster, both in quantization as well as actual inference!
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And its a only truly cross-platform solution for quantization as all other methods are platform specific.
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First of all NNCF quantization engine has gone through some major enhancements and its now much faster, both in quantization as well as actual inference!
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And its a only truly cross-platform solution for quantization as all other methods are platform specific.
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*Note* if you're a ZLUDA user, see notes on GPU driver compatibility as recent Andrenaline drivers do cause problems!
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And if you're a ROCm user, this release brings much faster compile times on Linux as well as first (experimental) builds for Windows!
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And if you're a ROCm user, this release brings much faster compile times on Linux as well as first (experimental) builds for Windows!
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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)
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### Details for 2025-05-11
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### Details for 2025-05-12
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- **Compute**
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- **NNCF**
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- Faster quantization
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- Faster inference with support for `torch.triton`
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up to 3.5x faster with INT4 and 2x faster with INT8
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- New settings: *NNCF -> Number of quantization groups*
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- New settings: *NNCF -> Group size*
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default is a balance between performance (lower settings) and quality (larger setting)
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- **ZLUDA**:
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- *warning*: AMD Adrenaline 25.5.1 drivers are NOT COMPATIBLE with ZLUDA
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