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Update changelog

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2025-05-29 03:32:11 +03:00
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CHANGELOG.md
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# Change Log for SD.Next
## Update for 2025-05-25
## Update for 2025-05-29
- **SDNQ Quantization**
- Renamed `NNCF` to `SDNQ` as NNCF implementation in SDNext re-implemented and optimized enough to not use any imports from NNCF anymore
- Renamed `NNCF` to `SDNQ` as NNCF implementation in SDNext re-implemented, optimized and evolved enough to become its own quantization method
- Renamed quantization scheme names to the underlying dtype names instead of NNCF names
- `INT8_SYM` -> `int8`
- `INT8` -> `uint8`
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- Add `float8_e4m3fn` and `float8_e5m2` support
- Add quantized matmul support for `float8_e4m3fn`
- Set the default quant mode to `pre`
- Use per token input quant with int8 matmul
- Use per token input quant with int8 and fp8 quantized matmul
- Implement better layer hijacks
- Add an option to toggle quantize with GPU
- Fix Conv quant
- Fix conv quant and add support for conv quant with asym modes
- Fix lora weight change
- Fix high RAM usage with pre mode
- Fix scale and zero_point not being offloaded