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Open-weight model

reForge

by Yutaro Takeshita rucheo83a/reForge

reForge is an open-weight model from Yutaro Takeshita. It has 221M parameters. At 16-bit it needs about 0.5 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index. It draws 33 downloads a month.

Parameters221M
Context—
Weights117.9 GB
License—
AccessOpen weights
Monthly Downloads33

Runs On

What it takes to serve reForge (221M parameters): the memory its weights need at each precision, and the cheapest way to rent enough data-center GPUs to hold them.

PrecisionWeightsMemory neededCheapest setupPer hourAlso fits
16-bit 0.4 GB 0.5 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 0.2 GB 0.3 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 0.1 GB 0.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00

Memory is the weights at that precision plus 20% for the runtime and a short context; a long context needs more. Prices are the lowest on-demand hourly rates in the SAVRN Index, read Oct 18, 2026.

reForge on every accelerator the SAVRN Index prices, at every precision

Model Card

The publisher has not written a card for this model.

Identity and Version

Repository
rucheo83a/reForge
Publisher
Yutaro Takeshita
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
221M parameters
Languages
Not stated by the source
Revision
c01d721dc6c0ab44a16e8ac58c12dde997591bc8
First published
2025-10-03
Last updated
2026-10-12

Files and Weights

59 files, 137.9 GB in total. The weights are 55 files totalling 117.9 GB in gguf, safetensors.

Weights55 files · 117.9 GB
Other3 files · 20.0 GB
Repository1 file · 2.0 KB
Every file
FileTypeSizeSHA-256
AIイラストおじさん_1430580.safetensorsWeights912.6 MB b0cc32d8132a
BlowjobComicX_1881930.safetensorsWeights228.5 MB d10660eb12f7
CN-anytest4_illustrious2_A.safetensorsWeights2.5 GB e069d496cc11
Comic_Kawaii2_8_IL_1822030.safetensorsWeights114.4 MB a3dc2dedbf68
Comic_Love_12_IL_1818039.safetensorsWeights114.4 MB 7ac1f9a51d59
DasiwaLTX23_goldenLaceV3.safetensorsWeights21.7 GB 9788d2877d51
FComic1To3Page_IL_V2_2060808.safetensorsWeights228.5 MB 595b0ab1a5a3
FComic_1to1000_IL_V2.safetensorsWeights228.5 MB 668c7242b212
FComic_lastPage_IL_V2.safetensorsWeights228.5 MB b74afd6228b2
Fused_Triple_HN_Blend.safetensorsWeights858.5 MB 5d50df769b03
Fused_Triple_LN_Blend.safetensorsWeights858.5 MB 84403f502180
Live2d_Background_Ver1_high_noise.safetensorsWeights153.5 MB 16ac1d346d33
Live2d_Background_Ver1_low_noise.safetensorsWeights153.5 MB 7df6a248f471
NSFW-22-H-e8.safetensorsWeights613.5 MB 34e2144d3cd6
NSFW-22-L-e8.safetensorsWeights613.5 MB d6b783742f4d
NSFW_ANIME_V7_H3-step00019500.safetensorsWeights596.5 MB c69a8e719b67
PanelPainter_v3_Qwen2511.safetensorsWeights2.4 GB 9258d86bc30e
Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensorsWeights849.6 MB 22226e8d05d3
SmoothMixAnimation_High.safetensorsWeights306.8 MB d71ca0a31d2d
SmoothMixAnimation_Low.safetensorsWeights306.8 MB 633935a4f55c
Sulphur_LTX2.3_better_NSFW_motion.safetensorsWeights654.4 MB a0ed4cd01cf0
Wan22-I2V-HIGH-Hip_Slammin_Assertive_Cowgirl.safetensorsWeights306.8 MB e183d0756075
Wan22-I2V-LOW-Hip_Slammin_Assertive_Cowgirl.safetensorsWeights306.8 MB 377d31bdc22e
animaDeltaMix38BQwen3_deltamix38B11V5_3270795.safetensorsWeights7.5 GB 422fe2992426
anima_connector_only.safetensorsWeights1.3 GB a685964bb456
animayume_v15Base.safetensorsWeights4.2 GB 16354589c360
ass_ripple_HIGH_V01.safetensorsWeights306.8 MB 6145d7ad3657
ass_ripple_LOW_V01.safetensorsWeights306.8 MB db8a3a66f939
bulge-wan2.2-v7_high_noise.safetensorsWeights306.8 MB 8057712cb911
bulge-wan2.2-v7_low_noise.safetensorsWeights306.8 MB 9ffb59ac5eb1
colorful_line-anima.safetensorsWeights138.7 MB 00e98ea6e535
copycatAnima_20260610.safetensorsWeights4.2 GB 5f27687f39f3
deal360acv_illustrious_006.safetensorsWeights144.8 MB f4aa48e14eed
ema_vae_fp16.safetensorsWeights501.3 MB 20678548f420
flux-2-klein-9b-nvfp4.safetensorsWeights5.8 GB 5c72214496dd
godetailedAnimeMix_v10.safetensorsWeights7.1 GB 68d913e1775f
hentai_voice_ltx23_v2.comfy.safetensorsWeights654.5 MB c50b182041c9
hyperAnimeIllustreal_v10.safetensorsWeights6.9 GB c9333daa50e5
layer_xl_transparent_attn.safetensorsWeights743.4 MB b7919c5b4837
maleejac2_high_noise.safetensorsWeights306.8 MB 512aae654053
maleejac2_low_noise.safetensorsWeights306.8 MB eb409d59a22e
minimax_h3_fl2v_turbo_4step_v1.0_768p_comfyui_bf16.safetensorsWeights2.0 GB c396a9a06f58
minimax_h3_fl2v_turbo_8step_v1.0_comfyui_bf16.safetensorsWeights2.0 GB 2339acdf19bf
minimax_h3_ref2v_turbo_4step_v0.1_comfyui_bf16.safetensorsWeights2.0 GB 5b9ab5ade15d
model.safetensorsWeights884.9 MB 566ed80c3d95
oneObsession_anima29BV1.safetensorsWeights5.8 GB aa6ba2ab9fc8
paleVeilAnima_v11.safetensorsWeights4.2 GB 906356c49fc9
qwen_image_vae.safetensorsWeights253.8 MB a70580f0213e
rinAnim8drawIllustrious_v40A.safetensorsWeights6.9 GB 413e6f18d074
sam2_hiera_large.safetensorsWeights897.8 MB ad781e6f18af
seedvr2_ema_7b-Q4_K_M.ggufWeights4.8 GB db9cb2ad90eb
st0m4chBulg3_FUSED_HN.safetensorsWeights306.8 MB fd4431122450
st0m4chBulg3_FUSED_LN.safetensorsWeights306.8 MB 29f8ee327866
unrealvisionZITPhotoreal_universal.safetensorsWeights7.2 GB c3be19104434
waiANIMA_v10Base10.safetensorsWeights4.2 GB 9d5a1e1393c2
02026-2943661540-masterpiece, best quality,_1girl, solo,_zzCirno, blue eyes, hair between eyes, ahoge, blue hair, hair bow, short hair,_black bel.pngOther2.3 MB 86ccd6bef9d0
downa.zipOther362.1 MB 833077306531
notebooks_backup.zipOther19.7 GB 42f90c23d132
.gitattributesRepository2.0 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
117.9 GB
Download from Yutaro Takeshita

Released by Yutaro Takeshita through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published117.9 GB
16-bit0.4 GB
8-bit0.2 GB
4-bit0.1 GB

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

Questions About reForge

How much GPU memory does reForge need?

About 0.5 GB at 16-bit and 0.1 GB at 4-bit: the weights (221M parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run reForge on?

At 16-bit, 1x MI300X from $1.85 an hour; at 4-bit, 1x MI300X from $1.85 an hour, at the lowest on-demand prices the SAVRN Index lists.