feat(image): flux.2 klein 4b, 9b and 9b kv, with edits from up to 10 reference images by asher · Pull Request #197 · asher/gmlx

asher · 2026-10-17T17:57:05Z

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…el against the reference

…exact and site gates

…itions

…gated apart

… check 6 oracles

…le, the loop bitwise on a stub

…he qk norm, rope and attention

… so a pipeline samples

… and the scale swap fault

…e check 3 test

…f16 included

…t run at 1024

…encode_image_refs

…oracle

… by measured cells

…amed in full

…ed as peft scales them

…cales into the image limits, and edits schedule by image tokens alone

… of the plain path, and a flux3 klein flow map refuses guidance before its job

…inst bfl's reference dit

…idance input unread and other reference methods refused

…2 time as comfyui's flux2 does

…6 runs in fp32

…alibrated on fp32 rotary frequencies

…k 2 features file

…6 vae, which serves both klein families

… comfyui and troubleshooting pages

…emory rows and the non-commercial license

…soid and exact gates stay on 4b and 9b

…acle names a refused source

…erences

…9b manifests only

…s references

…rst step and shed when it does not fit with them

…unt that fits

… kv under comfyui's flux kv cache node

…tes each block as it finishes

… the step route test stub takes the joined pricing

…and q8_0 from 32 gb

…cache node, its parity rows, and the pull and bench flags

…cense entries, the ref_cache step, and the changelog

…erm of each plan

…der the kv cache node

…e what fits, shed held states only past the plan

…measured on both quants

…, and count their keys and values as the request's

…uest's own states last

…llet

…al.pause() can miss a signal

asher added 30 commits October 17, 2026 10:48

feat(image): flux2 klein fingerprint row and config synthesis

16bf70a

feat(image): flux2 klein dit forward and the check 3 oracle, tiny mod…

2fe3869

…el against the reference

test(image): flux2 klein check 3 against the reference dit, product, …

d45060b

…exact and site gates

feat(image): flux2 klein text encoder spec, pad rows at their own pos…

53c7e6e

…itions

test(image): flux2 klein check 2 against the reference tap, pad rows …

33ad7d8

…gated apart

feat(image): flux2 klein schedule and bf16 loop, with the check 4 and…

93d2fd2

… check 6 oracles

test(image): flux2 klein check 4 bitwise against the reference schedu…

12f3440

…le, the loop bitwise on a stub

fix(image): flux2 klein encoder tap casts q, k and v to fp32 before t…

b066586

…he qk norm, rope and attention

fix(image): flux2 klein dit config has its patch of one latent pixel,…

1c41cd5

… so a pipeline samples

test(image): flux2 klein tiny key norm scales apart from the query's,…

c2cf436

… and the scale swap fault

docs(image): flux2 notices row, license lines for the schedule and th…

8b9d32d

…e check 3 test

test(image): flux2 klein img_in stays bf16 in every published quant, …

c91f3eb

…f16 included

test(image): flux2 klein check 6 on latents, bf16 at 512 and the exac…

562901e

…t run at 1024

feat(image): flux2 klein edits take reference images by the rules of …

d6b3cec

…encode_image_refs

test(image): flux2 klein check 6 edit with one reference against the …

b0dd69d

…oracle

fix(image): flux2 klein 9b refused by name until it runs

9125342

feat(image): flux2 klein reads the flux.2 vae and prices its 4b steps…

3000160

… by measured cells

feat(image): flux2 klein lora key map, with the stems comfyui reads n…

c1c2b1d

…amed in full

feat(image): lora files with a rank-stabilized peft header load, scal…

55e6a2b

…ed as peft scales them

fix(image): flux2 klein distilled refuses guidance, an unsized edit s…

bf35181

…cales into the image limits, and edits schedule by image tokens alone

fix(serve): a streamed image job refused while it runs gets the error…

f3bae83

… of the plain path, and a flux3 klein flow map refuses guidance before its job

test(image): flux2 klein check 7 gates three community lora files aga…

f847926

…inst bfl's reference dit

feat(comfyui): the step contract and the pack run flux2 klein, its gu…

4839381

…idance input unread and other reference methods refused

fix(serve): a flux2 klein step on comfyui's convention embeds the fp3…

788db0c

…2 time as comfyui's flux2 does

test(image): check 2 oracles keep the rotary frequencies of their bf1…

d1cd317

…6 runs in fp32

test(image): check 2 manifests of z-image, krea 2 and flux3 klein rec…

7730225

…alibrated on fp32 rotary frequencies

test(image): flux3 klein check 6 manifests name the recalibrated chec…

f2e2572

…k 2 features file

feat(image): flux2 klein pull recipes and memory classes on bfl's bf1…

4045eff

…6 vae, which serves both klein families

docs(image): flux2 klein in the image guides, the image api, the cli,…

3eeee15

… comfyui and troubleshooting pages

feat(image): flux2 klein 9b and base 9b on qwen3-8b, with their own m…

65f7b5e

…emory rows and the non-commercial license

asher added 28 commits October 17, 2026 10:51

test(image): the kv plan test runs through plan_request, and the sinu…

636a46b

…soid and exact gates stay on 4b and 9b

test(image): the tiny kv fixture states its own rule, and the edit or…

12d0422

…acle names a refused source

test(image): the check 3 manifests of flux.2 klein 9b kv

c1510ca

fix(image): the flux.2 klein 9b kv pass fit covers ten 1024 pixel ref…

27cd599

…erences

test(image): the exact gate floor rule reads the flux.2 klein 4b and …

c7f2d8c

…9b manifests only

test(image): the kv plan test plans an edit before the vae encodes it…

06c8288

…s references

test(image): the check 6 manifests of flux.2 klein 9b kv

b21af86

test(image): an exact gate rerun whose child skips skips with its reason

44baec0

fix(image): held conditioning states are priced before a request's fi…

ff43431

…rst step and shed when it does not fit with them

fix(image): a refusal of references that came as latents names the co…

2ec1d79

…unt that fits

feat(comfyui): the step contract and the node pack run flux2 klein 9b…

be75ba2

… kv under comfyui's flux kv cache node

fix(image): the flux.2 klein extract of the flux kv cache node evalua…

6dbb17c

…tes each block as it finishes

fix(image): the joined row of a memory row stays out of its repr, and…

bf519fa

… the step route test stub takes the joined pricing

feat(image): gmlx pull takes flux-2-klein-9b-kv, its q4_k_m on 24 gb …

3ac7e3d

…and q8_0 from 32 gb

feat(image): image bench times an edit from --ref images

2dfd830

docs(comfyui): the flux2 klein 9b kv edit workflow under the flux kv …

8e613dc

…cache node, its parity rows, and the pull and bench flags

docs(image): flux2 klein 9b kv in the image guide, its notices and li…

a1b142b

…cense entries, the ref_cache step, and the changelog

test(image): the family prices fixture carries the zero held-states t…

f3fbde7

…erm of each plan

docs(cli): the image bench --ref row fits the table cell limit

3179249

fix(image): each batch row keeps its own reference keys and values un…

fd50a6b

…der the kv cache node

fix(image): price kv steps under the cache node by measured fits, nam…

0b704fb

…e what fits, shed held states only past the plan

docs(image): state the kv edit speed against the 9b for its shape

c2ef523

fix(image): price the kv step without the cache node by its own fit, …

09ead89

…measured on both quants

fix(image): price a kv run's first step at its later steps' price too…

0a64d64

…, and count their keys and values as the request's

fix(serve): a shed before an encode on a shared encoder keeps the req…

fcc3617

…uest's own states last

docs(image): reword the later kv steps and rewrap the kv changelog bu…

5d36794

…llet

test(image): two more kv q4_k_m cells in the node cells fixture

d9ece07

test(launch): stand-in clients wait on a signal wakeup fd, since sign…

b85e1a4

…al.pause() can miss a signal

asher merged commit 37fef4b into main Oct 17, 2026
11 checks passed

asher deleted the flux2-klein-kv branch October 17, 2026 19:49

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feat(image): flux.2 klein 4b, 9b and 9b kv, with edits from up to 10 reference images - #197

feat(image): flux.2 klein 4b, 9b and 9b kv, with edits from up to 10 reference images#197
asher merged 101 commits into
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asher commented Oct 17, 2026

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asher commented Oct 17, 2026

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