ใƒกใ‚คใƒณใ‚ณใƒณใƒ†ใƒณใƒ„ใธใ‚นใ‚ญใƒƒใƒ—
่ฆ‹ๅ‡บใ—็”ปๅƒ

ๆ—ฉใ„ใจๅ™‚ใฎStable Diffusion WebUI Forge่ฉฆใ—ใฆใฟใŸ

    ใ“ใ‚“ใซใกใฏใ€Rcatใงใ™ใ€‚
    ไปŠๅ›žใฏ็”ปๅƒ็”ŸๆˆAI Stable Diffusionใฎ้ซ˜ใƒ‘ใƒ•ใ‚ฉใƒผใƒžใƒณใ‚น็‰ˆใŒๅ‡บใŸใจใ„ใ†ใ“ใจใงใ€ๆ—ฉ้€Ÿ่ฉฆใ—ใฆใ„ใใŸใ„ใจๆ€ใ„ใพใ™ใ€‚

    Stable Diffusion WebUI Forgeใจใฏ

    Stable Diffusion WebUI Forge๏ผˆไปฅ้™Forge๏ผ‰ใฏใ€ๆ—ขๅญ˜ใฎWebUIใ‚’้ซ˜้€ŸๅŒ–ใ—ใŸ็‰ฉใฎใ‚ˆใ†ใงใ™ใ€‚ใคใพใ‚Šใ€ไปŠใพใงไฝฟใฃใฆใใŸไบบใชใ‚‰็ฐกๅ˜ใซใ“ใกใ‚‰ใซไน—ใ‚Šๆ›ใˆใ‚‹ใ“ใจใŒใงใใฆใ—ใพใ„ใพใ™ใ€‚
    ๆŽจ่ซ–ใฎ้ซ˜้€ŸๅŒ–ใจใƒกใƒขใƒชใฎไฝฟ็”จ้‡่ปฝๆธ›ใŒๅ›ณใ‚‰ใ‚Œใฆใ„ใ‚‹ใ‚ˆใ†ใงใ™ใ€‚
    vramใฎๅฐ‘ใชใ„ๅž‹่ฝใกใฎGPUใ‚’ไฝฟใฃใฆใ„ใ‚‹็งใซใฏใ‚ใ‚ŠใŒใŸใ„ๅญ˜ๅœจใงใ™ใ€‚
    ใจใฏใ„ใˆใ€ๆ–‡ๅญ—ใง่‰ฒใ€…่จ€ใ‚ใ‚Œใฆใ‚‚ๅˆ†ใ‹ใ‚‰ใชใ„ใฎใงใ€ใจใ‚Šใ‚ใˆใšไฝฟใฃใฆใฟใพใ—ใ‚‡ใ†ใ€‚

    ๅฎŸ้จ“ๆกไปถ

    • GPU
      RTX2060ย 6GB

    • ใƒขใƒ‡ใƒซ
      SakuraMix

    • ใ‚ตใƒณใƒ—ใƒฉใƒผ
      DPM++ 2M Karras

    • ใ‚ตใƒณใƒ—ใƒชใƒณใ‚ฐใ‚นใƒ†ใƒƒใƒ—
      20

    • ใ‚ตใ‚คใ‚บ
      512ร—768

    • ็”Ÿๆˆๆžšๆ•ฐ
      5ๆžš

    • ใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒฉใƒผ
      R-ESRGAN 4x+ Anime6B 1.7ๅ€

    Forgeใฎใ‚คใƒณใ‚นใƒˆใƒผใƒซๆ–นๆณ•

    ไธ‹่จ˜ใ‹ใ‚‰ใƒ€ใ‚ฆใƒณใƒญใƒผใƒ‰ใ™ใ‚‹ใ“ใจใŒใงใใพใ™ใ€‚
    https://github.com/lllyasviel/stable-diffusion-webui-forge
    ็งใฏgitใ‚ณใƒžใƒณใƒ‰ใ‚’ใ‚คใƒณใ‚นใƒˆใƒผใƒซใ—ใฆใ„ใ‚‹ใฎใงใ€ไธ‹่จ˜ใฎใ‚ˆใ†ใซไปปๆ„ใฎใƒ•ใ‚ฉใƒซใƒ€ใงใ‚ณใƒžใƒณใƒ‰ใ‚’ๅฎŸ่กŒใ—ใฆๅ…ฅๆ‰‹ใ—ใพใ—ใŸใ€‚

    git clone https://github.com/lllyasviel/stable-diffusion-webui-forge.git

    ๅพŒใง็ขบ่ชใ—ใพใ—ใŸใŒใ€Download ZIPใฎใƒœใ‚ฟใƒณใงใ‚‚ๅ…จใๅŒใ˜ใ‚‚ใฎใŒๅ…ฅๆ‰‹ใงใใพใ™ใ€‚

    ็”ปๅƒ

    ๅ…ฅๆ‰‹ใŒๅฎŒไบ†ใ—ใŸใ‚‰ไธ€็•ชไธ‹ใฎใƒใƒƒใƒใ‚’ๅฎŸ่กŒใ™ใ‚Œใฐ็ซ‹ใกไธŠใŒใ‚Šใพใ™ใ€‚
    ไธญ่บซใซSHใƒ•ใ‚กใ‚คใƒซใŒใ‚ใ‚‹ใฎใงใ€ใฉใ†ใ‚„ใ‚‰Linuxใงใ‚‚OKใฟใŸใ„ใงใ™ใญใ€‚

    ็”ปๅƒ

    ๅˆๅ›žใฏใ‚ปใƒƒใƒˆใ‚ขใƒƒใƒ—ใฎๆ™‚้–“ใ‚‚ใ‚ใ‚‹ใฎใงใ€็’ฐๅขƒใซใ‚ˆใฃใฆใ—ใฐใ‚‰ใๆ™‚้–“ใŒใ‹ใ‹ใ‚Šใพใ™ใ€‚
    ใ—ใฐใ‚‰ใใพใงใฏใ„ใคใ‚‚ใฎUIใŒ่กจ็คบใ•ใ‚Œใ‚‹ใ‚ˆใ†ใซใชใ‚‹ใฏใšใงใ™ใ€‚
    WebUIใŒ็ซ‹ใกไธŠใŒใฃใŸใ‚‰ใ€ๅพŒใฏใ„ใคใ‚‚้€šใ‚Šใƒ•ใ‚ฉใƒซใƒ€ใฎไธญใซใƒขใƒ‡ใƒซใจvaeใ‚’ๅ…ฅใ‚Œใฆใƒใƒใ‚‹ใ ใ‘ใงใ™ใ€‚
    ใใฎ่พบใ‚‚ๆ™ฎ้€šใฎWebUIใฎๆ–นใจๅ…จใๅŒใ˜ใชใฎใงๆˆธๆƒ‘ใ†ใ“ใจใฏใ‚ใ‚Šใพใ›ใ‚“ใ€‚

    ็”ปๅƒ

    WebUI ForgeใฎๅฎŸๅŠ›

    ๆ—ฉ้€ŸForgeใ‚’่ฉฆใ—ใฆใ„ใใพใ—ใ‚‡ใ†ใ€‚
    ใพใšใฏใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซใชใ—ใงใฎ็”Ÿๆˆ็ตๆžœใงใ™ใ€‚
    1ๆžšใ‚ใŸใ‚Š็ด„5็ง’ใง็ต‚ไบ†ใ—ใฆใ„ใพใ™ใ€‚
    ็”ปๅƒ็”Ÿๆˆใฎ้–“้š”ใŒๅคšๅฐ‘็ฉบใใฎใง5ร—5็ง’ใงใฏใชใ„ใงใ™ใญใ€‚
    ใจใ‚Šใ‚ใˆใš40็ง’็จ‹ๅบฆใง5ๆžš็”Ÿๆˆใ™ใ‚‹ใ“ใจใŒใงใใพใ—ใŸใ€‚

    To load target model BaseModel
    Begin to load 1 model
    [Memory Management] Current Free GPU Memory (MB) =  4746.2412109375
    [Memory Management] Model Memory (MB) =  1639.4137649536133
    [Memory Management] Minimal Inference Memory (MB) =  1024.0
    [Memory Management] Estimated Remaining GPU Memory (MB) =  2082.8274459838867
    Moving model(s) has taken 0.38 seconds
    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:06<00:00,  3.28it/s]
    Memory cleanup has taken 0.64 secondsโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 100/100 [00:36<00:00,  3.30it/s]
    Total progress: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 100/100 [00:38<00:00,  2.56it/s]
    Total progress: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 100/100 [00:38<00:00,  3.30it/s]
    

    ๆฌกใซใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซใ‚’่พผใฟใฎๅ ดๅˆใงใ™ใ€‚
    1ๆžšใ‚ใŸใ‚Š40็ง’็จ‹ๅบฆใง็”ŸๆˆใŒใงใใพใ—ใŸใ€‚

    To load target model BaseModel
    Begin to load 1 model
    [Memory Management] Current Free GPU Memory (MB) =  4719.02294921875
    [Memory Management] Model Memory (MB) =  1639.4137649536133
    [Memory Management] Minimal Inference Memory (MB) =  1024.0
    [Memory Management] Estimated Remaining GPU Memory (MB) =  2055.6091842651367
    Moving model(s) has taken 0.37 seconds
    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:25<00:00,  1.28s/it]
    Memory cleanup has taken 0.83 secondsโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 200/200 [03:16<00:00,  1.28s/it]
    Total progress: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 200/200 [03:22<00:00,  1.01s/it]
    Total progress: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 200/200 [03:22<00:00,  1.28s/it]
    
    
    ็”ปๅƒ

    ใƒใ‚ฌใƒ†ใ‚ฃใƒ–ใซไฝ•ใ‚‚ๅ…ฅใ‚Œใฆใชใ„ใฎใงใ€ใกใ‚‡ใฃใจๅพฎๅฆ™ใชๆ„Ÿใ˜ใซใชใฃใกใ‚ƒใ„ใพใ—ใŸwใ€‚ใƒ—ใƒญใƒณใƒ—ใƒˆใฎๅ†…ๅฎนใฏไปฒ่‰ฏใ—ๅง‰ๅฆนใฎๅพฎ็ฌ‘ใพใ—ใ„ๅ…‰ๆ™ฏใงใ™ใ€‚

    ๆ—งWebUIใฎๅฎŸๅŠ›

    1ๆžšใ‚ใŸใ‚Š10็ง’ใปใฉใงใ€็”ŸๆˆใŒๅฎŒไบ†ใ—ใพใ—ใŸใ€‚
    ็”ปๅƒ็”Ÿๆˆใฎ้–“ใฎ้–“้š”ใŒใ‚ใ‚‹ใฎใงใ€ใดใฃใŸใ‚Š50็ง’ใงใฏใชใ„ใงใ™ใญใ€‚
    ใ—ใ‹ใ—ใ€ใ“ใ‚Œใ ใ‘่ฆ‹ใฆใ‚‚forgeใฏๅ€ใใ‚‰ใ„ๆ—ฉใใชใฃใฆใ„ใ‚‹ใ“ใจใŒใ‚ใ‹ใ‚Šใพใ™ใ€‚ใ“ใ‚“ใชใซๅทฎใŒใ‚ใ‚‹ใจใฏๆ€ใ„ใพใ›ใ‚“ใงใ—ใŸใ€‚

    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:10<00:00,  1.92it/s]
    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:10<00:00,  1.95it/s]
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    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:10<00:00,  1.94it/s]
    Total progress: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 100/100 [00:55<00:00,  1.79it/s]


    ๆฌกใซใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซ่พผใฟใง่ฉฆใ—ใŸใ‚“ใงใ™ใŒใ€ForgeใงใฏใงใใŸ่จญๅฎšใŒใ“ใกใ‚‰ใงใฏใ‹ใชใ‚Šใใคใใ†ใงใ™ใ€‚
    ใจใ„ใ†ใฎใ‚‚ใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซใฏใƒกใƒขใƒชใ‚’ๅคง้‡ใซไฝฟใ†ใฎใงใ€GPUใฎๅฐ‚็”จใƒกใƒขใƒชใ‚’ไฝฟใ„ๅˆ‡ใฃใฆใ—ใพใ„ใ€ใ‚ทใ‚นใƒ†ใƒ ใฎๅ…ฑๆœ‰ใƒกใƒขใƒชใพใงใฏใฟๅ‡บใฆใ„ใพใ™ใ€‚
    ใใ—ใฆใ“ใ†ใชใฃใŸ็žฌ้–“ๆฟ€ใŠใใซใชใ‚‹ใฎใŒใ“ใฎAIใชใ‚“ใงใ™ใ‚ˆใญโ€ฆใ€‚
    ๅ…ฑ็”จใƒกใƒขใƒชใฎใ‚ฐใƒฉใƒ•ไธŠ้™ใฏ24GBใชใฎใงใ€ๅคงไฝ“6Gใใ‚‰ใ„ใฏใฟๅ‡บใฆใ„ใŸใจใ„ใ†ใ“ใจใงใ—ใ‚‡ใ†ใ‹โ€ฆใ€‚

    ็”ปๅƒ

    ใกใชใฟใซForgeใฎๆ™‚ใฏไปฅไธ‹ใฎใ‚ˆใ†ใชใ‚ฐใƒฉใƒ•ใซใชใฃใฆใ„ใพใ—ใŸใ€‚
    ใชใ‚“ใจใƒกใƒขใƒชใ‚’ๅŠๅˆ†ใ‚‚ไฝฟใฃใฆใ„ใพใ›ใ‚“ใ€‚

    ็”ปๅƒ

    ้…ใ™ใŽใฆ5ๆžšใ‚„ใฃใฆใ„ใชใ„ใฎใงใ™ใŒใ€1ๆžšๅฝ“ใŸใ‚Š9ๅˆ†ใ‹ใ‹ใฃใฆใพใ™ใ€‚ใชใ‚“ใจForgeใฎ13ๅ€ไปฅไธŠๆ™‚้–“ใŒใ‹ใ‹ใฃใฆใ„ใพใ™ใ€‚
    ใ‚‚ใ†ๅฐ‘ใ—่จญๅฎšใ‚’็ทฉใ‚„ใ‹ใซใ—ใฆใ€GPUใƒกใƒขใƒชๅ†…ใซๅŽใ‚ใฆใ‚ใ’ใ‚Œใฐใ‚‚ใ†ๅฐ‘ใ—ๆ—ฉใ็”Ÿๆˆใงใใ‚‹ใจใฏๆ€ใ„ใพใ™ใŒใ€ใใ‚‚ใใ‚‚ๅŒใ˜ๆกไปถใงๅฎŸ่กŒใงใใชใ„ใจใ„ใ†ใจใ“ใ‚ใงใ‚‚ๅทฎใŒ็พใ‚Œใฆใ„ใพใ™ใญใ€‚

    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:10<00:00,  1.93it/s]
    Total prTile 1/1510%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Œ                                                          | 20/200 [00:19<01:28,  2.02it/s]
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    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [07:59<00:00, 23.97s/it]
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    Total prTile 1/1530%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Œ                                             | 60/200 [09:21<01:13,  1.90it/s]
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    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [08:30<00:00, 25.51s/it]
    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:10<00:00,  1.89it/s]
    Total prTile 1/1550%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ                                | 100/200 [18:22<00:51,  1.93it/s]
    ็”ปๅƒ

    ใƒ—ใƒญใƒณใƒ—ใƒˆใฎๅ…ฅๅŠ›ใฏไธŠใจๅŒใ˜ใ€‚

    ไปŠใพใงไฝฟใˆใชใ‹ใฃใŸใƒขใƒ‡ใƒซใŒไฝฟใˆใ‚‹ใ‚ˆใ†ใซใชใฃใŸ

    ใ ใ„ใถๅ‰ใฎใ“ใจใงใ™ใŒใ€emiใจใ„ใ†ใƒขใƒ‡ใƒซใ‚’ไฝฟใฃใฆใฟใ‚ˆใ†ใจใ—ใŸใ“ใจใŒใ‚ใ‚Šใพใ™ใ€‚
    ใ—ใ‹ใ—ใ€ใ“ใกใ‚‰ใƒขใƒ‡ใƒซใฎใ‚ตใ‚คใ‚บใŒๅคงใใ่ชญใฟ่พผใฟใพใงใฏใงใใ‚‹ใ‚“ใงใ™ใŒใ€็”ŸๆˆใŒใงใใชใ„็Šถๆ…‹ใงใ—ใŸใ€‚ๅ…ทไฝ“็š„ใซใฏใ‚นใ‚ฟใƒผใƒˆใƒœใ‚ฟใƒณใ‚’ๆŠผใ™ใจ่ตฐใ‚‹ใ‚“ใงใ™ใŒใ€้€”ไธญใง่ฝใกใ‚‹ใ‚“ใงใ™ใ€‚vramใŒ่ถณใ‚Šใชใ„ใ‹ใ‚‰ไป•ๆ–นใชใ„ใ‹ใจ่ซฆใ‚ใฆใ„ใŸใ‚“ใงใ™ใŒใ€ใใ“ใซ็™ปๅ ดใ—ใŸForgeใ€‚ใ“ใ‚Œใฏไฝฟใฃใฆใฟใ‚‹ใ—ใ‹ใชใ„!!ใ€‚

    ็”Ÿๆˆ็ตๆžœใฏใ“ใกใ‚‰
    ใชใ‚“ใจๆ™ฎ้€šใซ็”Ÿๆˆใงใใกใ‚ƒใ„ใพใ—ใŸใ€‚
    ใชใ‹ใชใ‹ใซ็‹ฌ็‰นใช็ตตๆŸ„ใงใ™ใญใ€‚

    ็”ปๅƒ

    ใกใชใฟใซใƒกใƒขใƒชใฎไฝฟ็”จ็Šถๆณใฏใ“ใกใ‚‰ใ€‚
    ๅ…ˆใปใฉใพใงใฎใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซใ‚ˆใ‚Šใ‚‚ใ•ใ‚‰ใซใƒกใƒขใƒชใ‚’ไฝฟ็”จใ—ใฆใ„ใพใ™ใ€‚ใ•ใ‚‰ใซใ“ใ“ใ‹ใ‚‰ใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซใจใชใ‚‹ใจใกใ‚‡ใฃใจๅŽณใ—ใ„ใงใ—ใ‚‡ใ†ใ‹๏ผŸ

    ็”ปๅƒ

    ใจๆ€ใฃใฆใ‚„ใฃใฆใฟใŸใฎใงใ™ใŒใ€ใชใ‚“ใ‹ใ‚ใ‚“ใพใ‚Šๅค‰ใ‚ใ‚Šใพใ›ใ‚“ใญใ€‚
    ไธ€็•ชๅพŒใ‚ใŒๆ™ฎ้€šใฎๅ…ˆ็”Ÿใฎๅฑฑใงใ€ใใฎๅ‰ใฎๅฑฑใŒใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซใฎๅฑฑใงใ™ใ€‚
    ใ“ใ‚Œใ‚’่ฆ‹ใ‚‹้™ใ‚Šใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซใฎๅคงใใ•ใ‚’ๅคงใใใ—ใŸใจใ“ใ‚ใงใ€ใƒกใƒขใƒชใ‚’ไฝฟ็”จ้‡ใฏๅข—ใˆใชใ„ใจใ„ใ†ใ“ใจใงใ—ใ‚‡ใ†ใ‹๏ผŸ

    ็”ปๅƒ
    ็”ปๅƒ

    ่›‡่ถณโ€ฆใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซMAXใงใ‚‚ๅ‹•ใใฎใ‹

    ็”Ÿๆˆใ‚ตใ‚คใ‚บใ‚’ๅค‰ใˆใšใซใ€Upscalerใฎใ‚นใ‚ฑใƒผใƒซใ‚’MAXใฎ4ๅ€ใซใ—ใฆใฟใพใ—ใŸใ€‚
    (ใƒขใƒ‡ใƒซใฏๆˆปใ—ใฆsakuramixใงใ™)
    4ๅ€ใซใ™ใ‚‹ใจ้ซ˜ใ•ใŒ3000่ถ…ใˆใพใ™ใญโ€ฆ่กŒใ‘ใ‚‹ใงใ—ใ‚‡ใ†ใ‹

    ็”ปๅƒ

    ็ตๆžœโ€ฆ10ๅˆ†ใ‹ใ‹ใ‚Šใพใ—ใŸใŒใ„ใ‘ใพใ—ใŸ!

    o load target model BaseModel                                                                   | 0/20 [00:00<?, ?it/s]
    Begin to load 1 model
    [Memory Management] Current Free GPU Memory (MB) =  4712.58935546875
    [Memory Management] Model Memory (MB) =  1639.4137649536133
    [Memory Management] Minimal Inference Memory (MB) =  1024.0
    [Memory Management] Estimated Remaining GPU Memory (MB) =  2049.1755905151367
    Moving model(s) has taken 0.45 seconds
    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:04<00:00,  4.70it/s]
    Memory cleanup has taken 0.67 secondsโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ                                 | 20/40 [00:04<00:04,  4.69it/s]
    Cleanup minimal inference memory.
    tiled upscale: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 15/15 [00:01<00:00, 12.59it/s]
    To load target model BaseModel
    Begin to load 1 model
    [Memory Management] Current Free GPU Memory (MB) =  4956.85400390625
    [Memory Management] Model Memory (MB) =  1639.4137649536133
    [Memory Management] Minimal Inference Memory (MB) =  1024.0
    [Memory Management] Estimated Remaining GPU Memory (MB) =  2293.4402389526367
    Moving model(s) has taken 0.65 seconds
    100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [07:31<00:00, 22.59s/it]
    To load target model AutoencoderKLโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 40/40 [08:13<00:00, 22.63s/it]
    Begin to load 1 model
    [Memory Management] Current Free GPU Memory (MB) =  4951.59619140625
    [Memory Management] Model Memory (MB) =  319.11416244506836
    [Memory Management] Minimal Inference Memory (MB) =  1024.0
    [Memory Management] Estimated Remaining GPU Memory (MB) =  3608.4820289611816
    Moving model(s) has taken 0.73 seconds
    Total progress: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 40/40 [09:54<00:00, 14.86s/it]
    To load target model BaseModelโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 40/40 [09:54<00:00, 22.63s/it]
    ็”ปๅƒ

    ใƒกใƒขใƒชใฎไฝฟ็”จ็Šถๆณใฏใ“ใฎ้€šใ‚Šใ€‚
    ๅฎŒๅ…จใซๅ…ฑ็”จใƒกใƒขใƒชใซใฏใฟๅ‡บใฆใพใ™ใŒใ€ใใ‚Œใงใ‚‚MAXใฎใ‚ขใƒƒใƒ—ใ‚นใ‚ฑใƒผใƒซใซ่€ใˆใฆใ—ใพใ„ใพใ—ใŸใญโ€ฆใ€‚ใกใชใฟใซใƒกใƒขใƒชใฏ48Gใงใ™ใ€‚

    ๅ…ƒใƒใ‚ฟ

    ็”ปๅƒ

    4ๅ€ๅŒ–
    ๅคงใใใ—ใŸใฏใ„ใ„ใ‘ใฉๅดฉใ‚Œใฆใพใ™ใญโ€ฆใ€‚
    ใงใใ‚‹ใ‘ใฉใ‚„ใ‚Š้ŽใŽใฏ่‰ฏใใชใ„ใจโ€ฆใ€‚

    ็”ปๅƒ

    APIใฏไฝฟใˆใ‚‹ใฎใ‹

    ไธ‹่จ˜ใฎ่จ˜ไบ‹ใง็ดนไป‹ใ—ใŸDiscordBOTใฏใ€WEB UIใฎAPIใ‚’็”จใ„ใฆDiscord็ตŒ็”ฑใงใฎ็”ปๅƒ็”Ÿๆˆใ‚’ๅฏ่ƒฝใซใ—ใฆใ„ใพใ™ใ€‚
    ใ“ใกใ‚‰ใจForgeใฎ้€ฃๆบใŒใงใใ‚Œใฐไฝฟ็”จๅฏ่ƒฝใจใ„ใ†ใ“ใจใซใชใ‚Šใพใ™ใ€‚

    ็ตๆžœโ€ฆไฝฟใˆใพใ—ใŸใ€‚
    ใ‚‚ใจใ‚‚ใจWEB UIใ‚’ใƒ™ใƒผใ‚นใซใ—ใฆใ„ใ‚‹ใ ใ‘ใ‚ใฃใฆใใฎ่พบใฏๅค‰ใ‚ใ‚‰ใชใ„ใ‚ˆใ†ใงใ™ใญใ€‚

    ็”ปๅƒ

    ใกใชใฟใซCPUใงไฝฟใˆใ‚‹ใฎใ‹่ฉฆใ—ใฆใฟใŸ

    ไธ‹่จ˜ใฎ่จ˜ไบ‹ใงCPUใง็”ปๅƒ็”Ÿๆˆใ‚’่กŒใฃใฆใ„ใ‚‹ใฎใงForgeใงใ‚‚่ฉฆใ—ใฆใฟใพใ—ใŸใ€‚

    ็ต่ซ–ใ‹ใ‚‰่จ€ใ†ใจ้ง„็›ฎใงใ™ใ€‚
    ใ‚จใƒฉใƒผใฎไธญใซๅ‡บใฆใใ‚‹"CUDA"ใจใ„ใ†ใฎใฏNVIDIA่ฃฝใฎGPUใคใพใ‚ŠGTXใจใ‹RTXใจใ‹ใใ†ใ„ใฃใŸใ‚ฐใƒฉใƒœใฎใŸใ‚ใฎใƒ—ใƒญใ‚ฐใƒฉใƒŸใƒณใ‚ฐ่จ€่ชžใงใ™ใ€‚ใใ‚Œ้–ขไฟ‚ใงใ‚จใƒฉใƒผใŒๅ‡บใฆใ„ใ‚‹ใ“ใจใ‹ใ‚‰ใ€ForgeใŒๆœ€้ฉๅŒ–ใ‚’่กŒใฃใฆใ„ใ‚‹ใฎใฏGPUใฎๅ†…้ƒจๅ‡ฆ็†ใฎใ‚ˆใ†ใงๅฎŒๅ…จใซGPUๅฐ‚็”จใฎใ‚‚ใฎใจใชใฃใฆใ„ใ‚‹ใ‚ˆใ†ใงใ™ใญใ€‚

    Cannot locate TCMalloc. Do you have tcmalloc or google-perftool installed on your system? (improves CPU memory usage)
    Python 3.10.12 (main, Nov 20 2023, 15:14:05) [GCC 11.4.0]
    Version: f0.0.17v1.8.0rc-latest-273-gb9705c58
    Commit hash: b9705c58f66c6fd2c4a0168b26c5cf1fa6c0dde3
    Legacy Preprocessor init warning: Unable to install insightface automatically. Please try run `pip install insightface` manually.
    Launching Web UI with arguments: --skip-torch-cuda-test --precision full --no-half --listen
    Traceback (most recent call last):
      File "/SSD/stable-diffusion-webui-forge/launch.py", line 51, in <module>
        main()
      File "/SSD/stable-diffusion-webui-forge/launch.py", line 47, in main
        start()
      File "/SSD/stable-diffusion-webui-forge/modules/launch_utils.py", line 541, in start
        import webui
      File "/SSD/stable-diffusion-webui-forge/webui.py", line 17, in <module>
        initialize_forge()
      File "/SSD/stable-diffusion-webui-forge/modules_forge/initialization.py", line 50, in initialize_forge
        import ldm_patched.modules.model_management as model_management
      File "/SSD/stable-diffusion-webui-forge/ldm_patched/modules/model_management.py", line 122, in <module>
        total_vram = get_total_memory(get_torch_device()) / (1024 * 1024)
      File "/SSD/stable-diffusion-webui-forge/ldm_patched/modules/model_management.py", line 91, in get_torch_device
        return torch.device(torch.cuda.current_device())
      File "/SSD/stable-diffusion-webui-forge/venv/lib/python3.10/site-packages/torch/cuda/__init__.py", line 769, in current_device
        _lazy_init()
      File "/SSD/stable-diffusion-webui-forge/venv/lib/python3.10/site-packages/torch/cuda/__init__.py", line 289, in _lazy_init
        raise AssertionError("Torch not compiled with CUDA enabled")
    AssertionError: Torch not compiled with CUDA enabled

    ใพใจใ‚

    ไปŠๅ›žใฏ้ซ˜้€ŸๅŒ–ใŒ็ด ๆ™ดใ‚‰ใ—ใ„Forgeใ‚’ไฝฟ็”จใ—ใฆใฟใพใ—ใŸใ€‚
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    GPUใ‚’็ฉใ‚“ใงใ„ใ‚‹ไบบใงใ‚ใ‚Œใฐใ€ใ“ใกใ‚‰ใซไน—ใ‚Šๆ›ใˆใฏ็ขบๅฎŸใงใ—ใ‚‡ใ†ใ€‚
    ใใ‚ŒใงใฏใพใŸใŠไผšใ„ใ—ใพใ—ใ‚‡ใ†ใ€‚

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    Rcat999

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    ใƒขใƒŽใฅใใ‚ŠใŒ่ถฃๅ‘ณใ€‚ "ๅฃฒใฃใฆใชใ„ใชใ‚‰่‡ชๅˆ†ใงไฝœใ‚Œใฐใ„ใ„ใ˜ใ‚ƒใชใ„"ใ‚’ใ‚ณใƒณใ‚ปใƒ—ใƒˆใซใ€ๆฉŸๆขฐ/้›ปๆฐ—/AI/ใƒ—ใƒญใ‚ฐใƒฉใƒ /ใƒใƒƒใƒˆใƒฏใƒผใ‚ฏ ๅ…จ้ƒจใ‚„ใ‚Šใพใ™ใ€‚ ่จ˜ไบ‹ๅŸท็ญ†ใฏAIไธไฝฟ็”จใ€‚ ใ”้€ฃ็ตกใ‚„ๅˆฉ็”จ่ฆ็ด„ใฏใƒ—ใƒญใƒ•ใ‚ฃใƒผใƒซ่จ˜ไบ‹ๅ‚็…งใ€‚

    ใ‚ใชใŸใธใฎใŠใ™ใ™ใ‚