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Open-weight model

colon-videogen

by Ahmet Erdem Pamuk ahmeterdempmk/colon-videogen

colon-videogen is an open-weight model from Ahmet Erdem Pamuk, released under other. Its published files total 20.1 GB.

Research artifacts from an early stage project on temporally coherent colonoscopy video synthesis with exact lesion labels, evaluated by downstream polyp detection.

Parameters—
Context—
Weights19.3 GB
Licenseother
AccessOpen weights
Monthly Downloads—

Model Card

Research artifacts from an early stage project on temporally coherent colonoscopy video synthesis with exact lesion labels, evaluated by downstream polyp detection. Code and the full research record are in the companion Git repository (bundle included under code/). This is preliminary research output, not a product and not a clinical tool. Video diffusion checkpoints (57M parameter latent video DiT, mask track channel concatenated in latent space, SD f8 VAE frozen, adaLN-zero blocks, full space time attention). Each file holds model, ema, step, args. - colon-exp024c-f1-256: the main conditional model at 256px. ckpt0020000.pt is the best checkpoint (adherence Dice 0.486, judge found rate…

Excerpt from the card by Ahmet Erdem Pamuk, licensed other.

Identity and Version

Repository
ahmeterdempmk/colon-videogen
Publisher
Ahmet Erdem Pamuk
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
ca68710ab9c702692e5d3a3d0078be1414fbe3b1
First published
2026-09-02
Last updated
2026-10-04

Files and Weights

61 files, 20.1 GB in total. The weights are 45 files totalling 19.3 GB in pt, safetensors.

Weights45 files · 19.3 GB
Configuration1 file · 949 B
Documentation1 file · 4.8 KB
Other13 files · 869.3 MB
Repository1 file · 1.6 KB
Every file
FileTypeSizeSHA-256
models/colon-exp023-f1-overfit/ckpt_0003000.ptWeights462.7 MB 7b148525539a
models/colon-exp024-f1-pilot/ckpt_0020000.ptWeights462.7 MB a4ec401693f9
models/colon-exp024-f1-pilot/ckpt_0040000.ptWeights462.7 MB d85c3d3cb4a0
models/colon-exp024-f1-pilot/ckpt_0060000.ptWeights462.7 MB 558eb690586f
models/colon-exp024-f1-pilot/ckpt_0080000.ptWeights462.7 MB feb5ba9b0b07
models/colon-exp024-f1-pilot/ckpt_0100000.ptWeights462.7 MB ec3c576a343d
models/colon-exp024-f1-pilot/ckpt_0120000.ptWeights462.7 MB 47f41767e6dd
models/colon-exp024-f1-pilot/ckpt_0140000.ptWeights462.7 MB e5a483675d22
models/colon-exp024-f1-pilot/ckpt_0160000.ptWeights462.7 MB fb502ce6f66b
models/colon-exp024-f1-pilot/ckpt_0180000.ptWeights462.7 MB b3675b0bb8b2
models/colon-exp024-f1-pilot/ckpt_0200000.ptWeights462.7 MB 66a556836d77
models/colon-exp024b-uncond-pilot/ckpt_0020000.ptWeights462.7 MB 875a1174697b
models/colon-exp024b-uncond-pilot/ckpt_0040000.ptWeights462.7 MB 04fa2621d065
models/colon-exp024b-uncond-pilot/ckpt_0060000.ptWeights462.7 MB ba6af8572c30
models/colon-exp024b-uncond-pilot/ckpt_0080000.ptWeights462.7 MB 96913b75f0a1
models/colon-exp024b-uncond-pilot/ckpt_0100000.ptWeights462.7 MB 61e2c42b7a38
models/colon-exp024b-uncond-pilot/ckpt_0120000.ptWeights462.7 MB a127c2a0db8f
models/colon-exp024b-uncond-pilot/ckpt_0140000.ptWeights462.7 MB 5eb02187bd6d
models/colon-exp024b-uncond-pilot/ckpt_0160000.ptWeights462.7 MB 6791df77bbe6
models/colon-exp024b-uncond-pilot/ckpt_0180000.ptWeights462.7 MB e15ed800fd6a
models/colon-exp024b-uncond-pilot/ckpt_0200000.ptWeights462.7 MB c39a6ce7ab3d
models/colon-exp024c-f1-256/ckpt_0010000.ptWeights463.5 MB 309eda30190a
models/colon-exp024c-f1-256/ckpt_0020000.ptWeights463.5 MB 7f276bcd3b09
models/colon-exp024c-f1-256/ckpt_0030000.ptWeights463.5 MB 6aaa717e9a4c
models/colon-exp024c-f1-256/ckpt_0040000.ptWeights463.5 MB 11e04eb20cc3
models/colon-exp024c-f1-256/ckpt_0050000.ptWeights463.5 MB a0aac83bde73
models/colon-exp024c-f1-256/ckpt_0060000.ptWeights463.5 MB 59d395f6c1cd
models/colon-exp028b-uncond256/ckpt_0020000.ptWeights463.5 MB 42d745d04e49
models/colon-exp028b-uncond256/ckpt_0040000.ptWeights463.5 MB 654efd04c890
models/colon-exp028b-uncond256/ckpt_0060000.ptWeights463.5 MB d9329b0e49f4
models/colon-exp028c-uncond256-s1/ckpt_0020000.ptWeights463.5 MB 0ed50e92ec8d
models/colon-exp028c-uncond256-s1/ckpt_0040000.ptWeights463.5 MB 6b2bdc88c74b
models/colon-exp029-256-lw12/ckpt_0020000.ptWeights463.5 MB b485fabaf043
models/colon-exp029-256-lw12/ckpt_0040000.ptWeights463.5 MB c908ebcf4489
models/colon-exp029-256-lw12/ckpt_0060000.ptWeights463.5 MB 18f03ef5071c
models/colon-exp030-256-long/ckpt_0020000.ptWeights463.5 MB d03e0df76b98
models/colon-exp030-256-long/ckpt_0040000.ptWeights463.5 MB f62dcf1fdbed
models/colon-exp030-256-long/ckpt_0060000.ptWeights463.5 MB 925325500db2
models/colon-exp030-256-long/ckpt_0080000.ptWeights463.5 MB d691c18135c8
models/colon-exp040-joint-sparse/ckpt_0010000.ptWeights231.8 MB f6dc11dafd87
models/colon-exp040-joint-sparse/ckpt_0020000.ptWeights231.8 MB ad4dcec67c32
models/colon-exp041-joint-dense/ckpt_0010000.ptWeights231.8 MB ab248521f80b
models/colon-exp041-joint-dense/ckpt_0020000.ptWeights231.8 MB 68f8dd329630
models/colon-exp042b-joint-sparse-k12-lr5e-5/ckpt_0020000.ptWeights231.8 MB 5ba6242e13d9
models/kvasir_segformer_b1_judge/model.safetensorsWeights54.7 MB 13f4b6209e2f
models/kvasir_segformer_b1_judge/config.jsonConfiguration949 B —
README.mdDocumentation4.8 KB —
code/colon-videogen-full-history.bundleOther349.6 KB 87ab10feb76c
code/colon-videogen-main.tar.gzOther293.7 KB c0d8a6af93ed
data_ldpv_pseudo_mask_tracks.tar.gzOther15.6 MB 2011ce6d3321
data_synth_b2_image_insertions.tar.gzOther168.3 MB 886ece5f55d2
data_synth_dense_2740.tar.gzOther57.4 MB 6ced5072390c
data_synth_joint_k1_2740.tar.gzOther57.4 MB 5351c220ae39
data_synth_joint_k4_2740.tar.gzOther55.5 MB 77e6c0fc18aa
data_synth_k4_pool_10960.tar.gzOther223.1 MB 546139bbdd55
data_synth_video_v1_from60k.tar.gzOther56.6 MB 6c461e12ca39
data_synth_video_v2_from20k.tar.gzOther57.4 MB da0107647cb8
results_all.tar.gzOther170.2 MB f461f7910a5a
results_exp08x_2026-10-04.tar.gzOther3.3 KB 0770b1b68fb2
results_sprint_2026-09-20.tar.gzOther7.3 MB d413eb99579c
.gitattributesRepository1.6 KB —

License and Download

License
other
Access
Open weights, no gate
Download size
19.3 GB
Download from Ahmet Erdem Pamuk

Released by Ahmet Erdem Pamuk through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published19.3 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About colon-videogen

What license is colon-videogen released under?

other, as its publisher declares it. Read the license text before commercial use.