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Title: Enable precision-preserving mel training + 16‑bit W&B logging for unconditional example by turian · Pull Request #1 · turian/diffusers · GitHub

Open Graph Title: Enable precision-preserving mel training + 16‑bit W&B logging for unconditional example by turian · Pull Request #1 · turian/diffusers

X Title: Enable precision-preserving mel training + 16‑bit W&B logging for unconditional example by turian · Pull Request #1 · turian/diffusers

Description: 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch. - Enable precision-preserving mel training + 16‑bit W&B logging for unconditional example by turian · Pull Request #1 · turian/diffusers

Open Graph Description: Summary Add _prepare_sample_images/_log_sample_images helpers plus --image_bit_depth so sample grids can be emitted as true uint16 PNGs (with 8-bit previews for TensorBoard) and uploaded losslessl...

X Description: Summary Add _prepare_sample_images/_log_sample_images helpers plus --image_bit_depth so sample grids can be emitted as true uint16 PNGs (with 8-bit previews for TensorBoard) and uploaded losslessl...

Opengraph URL: https://github.com/turian/diffusers/pull/1

X: @github

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Domain: github.com

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Enable precision-preserving mel training + 16‑bit W&B logging for unconditional examplehttps://github.com/turian/diffusers/pull/1#top
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Nov 8, 2025https://github.com/turian/diffusers/pull/1#issue-3603630178
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November 5, 2025 14:39https://github.com/turian/diffusers/pull/1#commits-pushed-522de2f
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Add 16-bit logging option for unconditional examplehttps://github.com/turian/diffusers/pull/1/commits/522de2f6181fe1477cac27c1b8a7e0521be82d16
522de2fhttps://github.com/turian/diffusers/pull/1/commits/522de2f6181fe1477cac27c1b8a7e0521be82d16
https://github.com/turian
Add optional precision-preserving preprocessinghttps://github.com/turian/diffusers/pull/1/commits/d5f7f8a53b87fca038eac7d6a80a6beba6f323b8
d5f7f8ahttps://github.com/turian/diffusers/pull/1/commits/d5f7f8a53b87fca038eac7d6a80a6beba6f323b8
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Combine precision-preserving input and 16-bit output toggleshttps://github.com/turian/diffusers/pull/1/commits/5b0938517cce4d544fe9fb04ae7c42075f680f98
5b09385https://github.com/turian/diffusers/pull/1/commits/5b0938517cce4d544fe9fb04ae7c42075f680f98
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Merge remote-tracking branch 'upstream/main'https://github.com/turian/diffusers/pull/1/commits/4386d605c335ae018aa1dbfc2d8c192f874ec198
4386d60https://github.com/turian/diffusers/pull/1/commits/4386d605c335ae018aa1dbfc2d8c192f874ec198
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Handle explicit channel cases for 16-bit W&B logginghttps://github.com/turian/diffusers/pull/1/commits/d2ed7937bae75c0a895015dc6386a57b6208f452
d2ed793https://github.com/turian/diffusers/pull/1/commits/d2ed7937bae75c0a895015dc6386a57b6208f452
https://github.com/turian
Improve 16-bit logging helpershttps://github.com/turian/diffusers/pull/1/commits/731ff6f36f9ac4879812a2cc87f75c94262ca9f7
731ff6fhttps://github.com/turian/diffusers/pull/1/commits/731ff6f36f9ac4879812a2cc87f75c94262ca9f7
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Polish 16-bit logging detailshttps://github.com/turian/diffusers/pull/1/commits/e15369bed1e719f1c83029e9a5a87fbfe3a185b2
e15369bhttps://github.com/turian/diffusers/pull/1/commits/e15369bed1e719f1c83029e9a5a87fbfe3a185b2
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Document 16-bit PNG encoding expectationshttps://github.com/turian/diffusers/pull/1/commits/e0b224484deb6a65f36c4a25966fcaa4e0782eab
e0b2244https://github.com/turian/diffusers/pull/1/commits/e0b224484deb6a65f36c4a25966fcaa4e0782eab
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Add wandb audio hook supporthttps://github.com/turian/diffusers/pull/1/commits/c520243603e70b42705b1772d2f5942f1d90ec12
c520243https://github.com/turian/diffusers/pull/1/commits/c520243603e70b42705b1772d2f5942f1d90ec12
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Allow uint dtype check for logginghttps://github.com/turian/diffusers/pull/1/commits/cd4687a721281efcd68a41ef49f79e5faa1b1be9
cd4687ahttps://github.com/turian/diffusers/pull/1/commits/cd4687a721281efcd68a41ef49f79e5faa1b1be9
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Log grayscale 16-bit previews to wandbhttps://github.com/turian/diffusers/pull/1/commits/ad0e2272e2ba4aa873e00c8854245648c4bcf77f
ad0e227https://github.com/turian/diffusers/pull/1/commits/ad0e2272e2ba4aa873e00c8854245648c4bcf77f
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