Daniel Han
10ba804db7
Merge branch 'diffusion-auto-policy' into diffusion-fp16-accum
2026-07-05 05:35:58 +00:00
Daniel Han
a61e56b975
Merge branch 'diffusion-train-perf2' into diffusion-auto-policy
2026-07-05 05:35:56 +00:00
Daniel Han
6a9db8017b
Merge branch 'diffusion-krea2' into diffusion-train-perf2
2026-07-05 05:35:55 +00:00
Daniel Han
e0786a98be
Merge branch 'diffusion-train-tab-2' into diffusion-krea2
2026-07-05 05:35:54 +00:00
Daniel Han
1978b2a844
Merge branch 'diffusion-train-precision' into diffusion-train-tab-2
2026-07-05 05:35:53 +00:00
Daniel Han
1919491665
Merge branch 'diffusion-train-perf' into diffusion-train-precision
2026-07-05 05:35:52 +00:00
Daniel Han
dfe15c8141
Merge branch 'image-generation' into diffusion-train-perf
2026-07-05 05:35:50 +00:00
Daniel Han
fc35c40c18
Return 404 for malformed diffusion run records in the detail route
...
The run detail route built DiffusionTrainingRunDetail(**rec) unguarded, so a
valid-JSON-but-wrong-shape record (hand-edited or an older schema) would 500
instead of reading as absent. Catch ValidationError and 404, matching how the
list route skips malformed records.
2026-07-05 05:34:18 +00:00
Daniel Han
7a05d8655b
Stream every DiT through group offload, not just the primary transformer
...
A dual-DiT pipeline (Ideogram 4's unconditional tower) placed its second
denoiser resident under the group tier, which defeats the tier since the
pair rarely fits where one alone did not. Stream transformer_2 and
unconditional_transformer alongside the transformer and keep only the
smaller companions resident.
2026-07-05 05:30:58 +00:00
Daniel Han
d6795ed077
Restore pre-Ampere bf16 fail-fast in the DiT trainer
...
The perf rewrite dropped the bf16 capability guard, so a pre-Ampere CUDA
device (T4/V100/RTX 20xx) would die deep in model load with an opaque dtype
error instead of a clear message. Restores parity with the SDXL trainer.
2026-07-05 05:27:58 +00:00
pre-commit-ci[bot]
848b8da9f2
[pre-commit.ci] auto fixes from pre-commit.com hooks
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2026-07-05 05:00:18 +00:00
pre-commit-ci[bot]
4064332a92
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:59:43 +00:00
pre-commit-ci[bot]
ea1aa16d6f
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:59:12 +00:00
pre-commit-ci[bot]
237d197b5d
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:58:38 +00:00
pre-commit-ci[bot]
5732e3adc5
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:58:06 +00:00
pre-commit-ci[bot]
c475f7da00
[pre-commit.ci] auto fixes from pre-commit.com hooks
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2026-07-05 04:57:35 +00:00
pre-commit-ci[bot]
09ff9e24f9
[pre-commit.ci] auto fixes from pre-commit.com hooks
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2026-07-05 04:57:03 +00:00
pre-commit-ci[bot]
bcf25ca569
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:56:29 +00:00
Daniel Han
c5524b0d7f
Merge branch 'diffusion-auto-policy' into diffusion-fp16-accum
2026-07-05 04:56:23 +00:00
Daniel Han
f39e997523
Merge branch 'diffusion-train-perf2' into diffusion-auto-policy
2026-07-05 04:56:22 +00:00
Daniel Han
d9d3ef462d
Merge branch 'diffusion-krea2' into diffusion-train-perf2
2026-07-05 04:56:21 +00:00
Daniel Han
10d01cbc92
Merge branch 'diffusion-train-tab-2' into diffusion-krea2
...
# Conflicts:
# studio/backend/core/inference/diffusion.py
2026-07-05 04:56:19 +00:00
Daniel Han
45f5ee7628
Merge branch 'diffusion-train-precision' into diffusion-train-tab-2
2026-07-05 04:55:07 +00:00
Daniel Han
83a0f15c07
Merge branch 'diffusion-train-perf' into diffusion-train-precision
2026-07-05 04:55:05 +00:00
Daniel Han
e0f7ac68a4
Merge branch 'image-generation' into diffusion-train-perf
2026-07-05 04:55:04 +00:00
Daniel Han
e3ad2263fb
Merge branch 'image-generation' of https://github.com/unslothai/unsloth into image-generation
2026-07-05 04:53:43 +00:00
Daniel Han
c53a6cb65e
Address review findings: dataset preflight, sd.cpp unload barrier, caption tombstone, ControlNet cache race
...
- Run the trainer's caption discovery in the start route BEFORE freeing GPU
residents, so a missing or uncaptionable dataset 400s without evicting the
loaded chat/Images model.
- sd.cpp unload now waits out a cancelled one-shot generation on the generate
lock before reporting the device free, matching the diffusers backend.
- Clearing a caption that came from metadata.jsonl writes an empty sidecar
tombstone instead of unlinking (both readers treat an existing sidecar as
authoritative), so the cleared label cannot resurface.
- The ControlNet wrapper pipe is only cached while its load is still current,
closing the unload race the model cache already handled.
2026-07-05 04:53:37 +00:00
pre-commit-ci[bot]
e75a033a22
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:47:01 +00:00
pre-commit-ci[bot]
f6a7f81673
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:46:27 +00:00
pre-commit-ci[bot]
1a928afbec
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:45:54 +00:00
pre-commit-ci[bot]
f50e40c9d6
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:43:59 +00:00
Daniel Han
230de8ea5c
Merge branch 'diffusion-auto-policy' into diffusion-fp16-accum
2026-07-05 04:43:44 +00:00
Daniel Han
c9ce57f969
Merge branch 'diffusion-train-perf2' into diffusion-auto-policy
2026-07-05 04:43:43 +00:00
Daniel Han
d5f95f8e45
Merge branch 'diffusion-krea2' into diffusion-train-perf2
2026-07-05 04:43:42 +00:00
Daniel Han
176a544e1c
Merge branch 'diffusion-train-tab-2' into diffusion-krea2
...
# Conflicts:
# studio/backend/core/inference/diffusion.py
2026-07-05 04:43:41 +00:00
pre-commit-ci[bot]
546dc9dce1
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:43:25 +00:00
pre-commit-ci[bot]
694178a35e
[pre-commit.ci] auto fixes from pre-commit.com hooks
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for more information, see https://pre-commit.ci
2026-07-05 04:42:51 +00:00
pre-commit-ci[bot]
919661ddf0
[pre-commit.ci] auto fixes from pre-commit.com hooks
...
for more information, see https://pre-commit.ci
2026-07-05 04:42:18 +00:00
Daniel Han
40723c3465
Merge branch 'diffusion-train-precision' into diffusion-train-tab-2
2026-07-05 04:41:58 +00:00
Daniel Han
7e3abefddd
Merge branch 'diffusion-train-perf' into diffusion-train-precision
2026-07-05 04:41:57 +00:00
Daniel Han
39f9fa0fee
Merge branch 'image-generation' into diffusion-train-perf
2026-07-05 04:41:56 +00:00
Daniel Han
62cae5fe71
Load image pipelines from the prefetched snapshot instead of re-sweeping the hub
...
The prefetch already scopes the file list (no packaged root singles, no
dtype-variant twins, no ONNX/Flax exports), but from_pretrained was then
called with the hub id, and its own snapshot sweep re-downloaded the
skipped files anyway: 24 GB per FLUX.1 repo and 65 GB on FLUX.2-dev, as
found in the blob cache. Return the snapshot dir from the prefetch (keyed
on the pipeline manifest) and hand it to every pipeline-assembly
from_pretrained site; any prefetch failure keeps the hub id and the old
behavior.
2026-07-05 04:41:43 +00:00
Daniel Han
86b12b2213
Merge branch 'diffusion-train-precision' into diffusion-train-tab-2
2026-07-05 02:38:57 +00:00
Daniel Han
ad8213ba70
Merge branch 'image-generation' into diffusion-train-perf
2026-07-05 02:38:55 +00:00
Daniel Han
0f9f184676
Merge branch 'diffusion-auto-policy' into diffusion-fp16-accum
2026-07-05 02:16:20 +00:00
Daniel Han
53af22cf1e
Merge branch 'diffusion-auto-policy' of https://github.com/unslothai/unsloth into diffusion-auto-policy
2026-07-05 02:14:36 +00:00
Daniel Han
68735819cd
Keep transformer_quant tri-state through pre-eviction validation
2026-07-05 02:14:31 +00:00
pre-commit-ci[bot]
78abe26387
[pre-commit.ci] auto fixes from pre-commit.com hooks
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2026-07-05 02:13:58 +00:00
pre-commit-ci[bot]
1bc77d0fd8
[pre-commit.ci] auto fixes from pre-commit.com hooks
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2026-07-05 02:12:59 +00:00
Daniel Han
e049560a4a
Merge branch 'diffusion-train-perf2' into diffusion-auto-policy
...
# Conflicts:
# studio/backend/core/inference/diffusion.py
2026-07-05 02:12:30 +00:00