feat(image): image generation from GGUF through gmlx image, serve and a ComfyUI node pack by asher · Pull Request #189 · asher/gmlx

asher · 2026-10-12T02:33:30Z

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…eights unsplit

…d it

…iable

…_model

…dels

… kind

…n the image models

… from a chat route, and refuse a wrong part before eviction

…default size is its own image entry

… families

… as a step of its engine

…h and without a partial image

…other

… credit

…owers the cap by all it frees

… unmap always lowers the cap

…install streams less

…tside the build lock

…e worker first

…dle outside the build lock

… no byte budget

…o pyright passes without it

…efault install

…re huggingface_hub 2

…a directory twice

…prices models as a dev Mac does

…ite as CI does

…d governor floor ends with it

…r Mac, and no time bound is under a second

…pend on what another test left installed or on a fast machine

…routing matches the hardware

…ceback

…d connections, so a burst of container requests gets no 503

…r way on the server, not after a fixed wait

asher added 30 commits October 9, 2026 08:56

fix(image): qwen edit tower keeps float32 products without process tf32

965d3cd

fix(image): read edit images upright and name the flag of one refused

ce9cdbd

feat(image): refuse an mmproj that is not the encoder's vision tower

06d611d

test(image): hold the edit tower to a float64 oracle

72fdd9d

test(image): check 6 holds the edit conditionings to its files

e0c0604

test(image): check 7 counts the adapted layers exactly

d614a13

fix(image): edit tower runs one block at a time and leaves bfloat16 w…

f025d21

…eights unsplit

fix(image): qwen step plan prices the prefix rows a step reads

56b7e6f

docs(image): move the reference size refusal out of the flag table

7842519

test(image): an encoder release leaves no mlx cache

e1cf2a1

fix(image): a staged load releases the encoder when its encode raises

61fc4e1

fix(image): a memory refusal never prints its peak equal to its budget

6205ff5

feat(image): GMLX_IMAGE_KQ_ROUTES takes a comma list of routes

eeb443e

fix(image): a shed lora kernel pair is counted in the tables that hol…

d4429ef

…d it

test(image): the exact gates read the process tf32 state, not the var…

370e3c9

…iable

fix(image): put the edit tower in the pyright gate

5d484ec

feat(config): image_models block with server.image and defaults.image…

00766a1

…_model

feat(serve): image models load into the residency pool beside chat mo…

f34b368

…dels

feat(serve): unload, keep, ps and the resident view name each model's…

0693f97

… kind

fix(serve): type the image entry functions of the residency pool

fadf9e2

feat(serve): the image routes run generations, edits and variations o…

90ba0f3

…n the image models

docs(changelog): image models in serve and the image routes

dae2f5c

fix(serve): image entries tear down outside the pool lock, never load…

8773e27

… from a chat route, and refuse a wrong part before eviction

fix(config): preload takes image ids, discovery skips them, and each …

99b3219

…default size is its own image entry

fix(serve): an image request whose client leaves stops at its next step

2f4c586

test(e2e): the image routes end to end with the openai client on both…

7e7d936

… families

fix(serve): an image model that shares a chat model's encoder encodes…

a907366

… as a step of its engine

test(e2e): the image measurement times the first byte of a stream wit…

4280f71

…h and without a partial image

feat(serve): chat decode keeps a share of the gpu while an image renders

26182f9

test(e2e): the image measurement times chat and an image beside each …

6d08227

…other

asher added 28 commits October 11, 2026 18:38

fix(stream): discovery marks by text bytes and sync rechecks the mark

ba7dcc4

fix(stream): stream flag docs name both budget regimes

91d5914

fix(stream): headroom credits the table once and drops unmapped stacks

b47092e

fix(cli): latch the stream flags for chat too

643e637

fix(serve): sync drops only an experts mark and keeps the lines after it

18a5216

fix(stream): deduct only the uncredited share and end a keyless build…

3533228

… credit

fix(stream): any install accounting ends the build credit, an unmap l…

17bde22

…owers the cap by all it frees

fix(stream): the build credit ends after the install's last share, an…

abbad96

… unmap always lowers the cap

fix(serve): a table-only stream build prices its resident experts

6eed45a

fix(serve): a stream build prices its env window and refits when the …

c2145df

…install streams less

fix(serve): a refit after a build releases evicted image pipelines ou…

c49df97

…tside the build lock

fix(serve): a build that must evict an image gone idle takes the imag…

3029e30

…e worker first

fix(serve): unload, clear and the idle reaper release an image gone i…

4f211e3

…dle outside the build lock

fix(serve): the image worker defer names the count cap on a pool with…

9d44f2c

… no byte budget

fix(types): read_video takes OpenCV through the video extra helper, s…

8b83a94

…o pyright passes without it

test(serve): the media gate and video tests run without OpenCV, the d…

388f7d8

…efault install

fix(serve): a cached snapshot missing some files loads as it did befo…

cc91049

…re huggingface_hub 2

test: a conftest's fixtures reach its tests when pytest 9.1 is given …

fa625d6

…a directory twice

test: unit tests see one fixed 128 GB test Mac, so a small CI runner …

d9b0ac6

…prices models as a dev Mac does

docs(testing): what a test needs to pass in CI, and how to run the su…

f0b7c84

…ite as CI does

test: the test Mac reports its kernel counters too, and a test's arme…

901e7e7

…d governor floor ends with it

test: every test sees the 7.5 GB CI runner unless it declares a large…

105e665

…r Mac, and no time bound is under a second

test: the pacer order, opencv hint and hd512 route tests no longer de…

30f47b2

…pend on what another test left installed or on a fast machine

test: a GPU run keeps the real chip name and architecture, so kernel …

a4a5cb5

…routing matches the hardware

test(comfyui-pack): the step log names each failing test with its tra…

f25e8e4

…ceback

fix(serve): a launch session socket leaves room for the relay's close…

c50402c

…d connections, so a burst of container requests gets no 503

test(comfyui-pack): the interrupt test interrupts once a step is unde…

55ce444

…r way on the server, not after a fixed wait

ci: the test job spreads the suite over one worker per core

99f900c

asher merged commit efaa848 into main Oct 12, 2026
11 checks passed

asher deleted the stack-050 branch October 12, 2026 16:41

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feat(image): image generation from GGUF through gmlx image, serve and a ComfyUI node pack - #189

feat(image): image generation from GGUF through gmlx image, serve and a ComfyUI node pack#189
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