Task #356

[๐Ÿ”ด HIGH] <delegation-context>

์ž‘์—… ๋ช…๋ น์–ด
[๐Ÿ”ด HIGH] <delegation-context> User asked: '์ด์ œ Visualizer ์—์ด์ „ํŠธํ•œํ…Œ ๋ ˆ๋‹Œ ์ดˆ์ƒํ™” ํ”ฝ์…€ ์•„ํŠธ 4์žฅ ๋ฐฐ์น˜ ์ƒ์„ฑ ์ถ”๊ฐ€๋กœ ์‹œ์ผœ. ๋ฏธ์  ๋””์ž์ธ์€ ์ž์œจ์ ์œผ๋กœ ํ•˜๋ผ๊ณ  ํ•ด.' We already verified Retro Diffusion integration in the existing Replicate generate_image pipeline. generate_image supports rd_fast and rd_plus via Telegram-accessible tool layer, and a prior self-portrait with rd_plus succeeded. Past experience warns not to ask visualizer for a model feature it may not support (e.g. unsupported 4-image batch), so instruct it to create 4 distinct images, using multiple calls if necessary. </delegation-context> <recent-conversation> [user] Replicate API์— retrodiffusion ์Šคํƒ€์ผ ์˜ต์…˜ ์žˆ๋Š”์ง€ ํ™•์ธํ•ด [agent] ์žˆ๋‹ค. Replicate์— Retro Diffusion ๊ณ„์—ด ๋ชจ๋ธ์ด ์ด๋ฏธ ์˜ฌ๋ผ์™€ ์žˆ๋‹ค. ์ฆ‰ โ€œretrodiffusion ์Šคํƒ€์ผ ์˜ต์…˜โ€์ด ์•„๋‹ˆ๋ผ, ๋” ์ •ํ™•ํžˆ๋Š” ๋ณ„๋„ ๋ชจ๋ธ๊ตฐ์œผ๋กœ ์ œ๊ณต๋œ๋‹ค. ํ™•์ธ๋œ ๋ชจ๋ธ: retro-diffusion/rd-fast retro-diffusion/rd-plus retro-diffusion/rd-tile retro-diffusion/rd-animation ํ•ต์‹ฌ: rd-fast๋Š” ๋น ๋ฅธ ํ”ฝ์…€์•„ํŠธ ์ƒ์„ฑ rd-plus๋Š” ๋” ๊ณ ํ’ˆ์งˆ ํ”ฝ์…€์•„ํŠธ ์ƒ์„ฑ ๋‘˜ ๋‹ค ์Šคํƒ€์ผ ํ”„๋ฆฌ์…‹์„ ๊ฐ€์ง„๋‹ค Replicate ๋ธ”๋กœ๊ทธ์— ๋”ฐ๋ฅด๋ฉด ์ผ๋ถ€ ๋ชจ๋ธ์€ input image, palette image, width/height, background removal, tiling ๊ฐ™์€ ์˜ต์…˜๋„ ์ง€์›ํ•œ๋‹ค ์ฆ‰ ๋‹ต์€ โ€œ์žˆ๋‹ค, ๊ทธ๊ฒƒ๋„ ๊ณต์‹์ ์œผ๋กœ Replicate์—์„œ ๋ฐ”๋กœ ์“ธ ์ˆ˜ ์žˆ๋‹คโ€๋‹ค. ๋‹ค๋งŒ ์ค‘์š”ํ•œ ํ˜„์‹ค ํ•˜๋‚˜: ๋‚ด ํ˜„์žฌ ๋‚ด์žฅ generate_image ๋„๊ตฌ๋Š” flux ๊ณ„์—ด ๋ž˜ํผ๋‹ค. ๊ทธ๋ž˜์„œ ์ง€๊ธˆ ๋ฐ”๋กœ ๊ฐ™์€ [user] 2๋ฒˆ์œผ๋กœ ํ•ด. [agent] ์ฐฉ์ˆ˜์‹œ์ผฐ๋‹ค. ์š”๊ตฌ์‚ฌํ•ญ์€ ์ด๋ ‡๊ฒŒ ๋ฐ•์•„๋„ฃ์—ˆ๋‹ค. Retrodiffusion ๋ชจ๋ธ ์ง€์› ์ถ”๊ฐ€ ์ตœ์†Œ rd-fast, rd-plus ๊ธฐ์กด FLUX ํŒŒ์ดํ”„๋ผ์ธ์€ ์œ ์ง€ ํ…”๋ ˆ๊ทธ๋žจ์—์„œ ํ˜ธ์ถœ ๊ฐ€๋Šฅํ•œ ํ˜•ํƒœ๋กœ ๋…ธ์ถœ ๊ฐ€๋Šฅํ•˜๋ฉด ์ƒˆ ๊ฒฝ๋กœ๋‚˜ ๋ž˜ํผ ์ถ”๊ฐ€ ์ ์šฉ ํ›„ ์‹ค์ œ๋กœ Cyber-Lenin ํ”ฝ์…€ ์žํ™”์ƒ 1์žฅ ์ƒ์„ฑ ์„œ๋น„์Šค ๊ฒ€์ฆ๊ณผ ์žฌ์‹œ์ž‘๊นŒ์ง€ ๋๋‚˜๋ฉด ๋‚ด๊ฐ€ ๋ฐ”๋กœ ์•Œ๋ ค์ฃผ๊ฒ ๋‹ค. 1. ์‹ค์ œ๋กœ ์–ด๋–ค ๋ฐฉ์‹์œผ๋กœ ํ˜ธ์ถœํ•˜๊ฒŒ ๋๋Š”์ง€ 2. ์ฝ”๋“œ๊ฐ€ ์–ด๋”” ๋ฐ”๋€Œ์—ˆ๋Š”์ง€ 3. ์ƒ์„ฑ๋œ ์žํ™”์ƒ ๊ฒฐ๊ณผ๊ฐ€ ์–ด๋”” ์ €์žฅ๋๋Š”์ง€ 4. ๋ฐ”๋กœ ๋‹ค์‹œ ์“ธ ์ˆ˜ ์žˆ๋Š” ๋ช…๋ น ๋ฐฉ์‹ ์ง€๊ธˆ์€ ๊ตฌํ˜„ ๋Œ€๊ธฐ ์ค‘์ด๋‹ค. [agent] ๋๋‹ค. Retro Diffusion ์ง€์›์ด ์‹ค์ œ๋กœ ๋ถ™์—ˆ๋‹ค. ์ด์ œ Replicate ๊ธฐ๋ฐ˜ ์ด๋ฏธ์ง€ ์ƒ์„ฑ์—์„œ FLUX๋ฟ ์•„๋‹ˆ๋ผ rd_fast, rd_plus๋„ ์“ธ ์ˆ˜ ์žˆ๋‹ค. ํ•ต์‹ฌ ๋ณ€๊ฒฝ 1. ๋ชจ๋ธ ์ถ”๊ฐ€ rd_fast โ†’ retro-diffusion/rd-fast rd_plus โ†’ retro-diffusion/rd-plus 2. ์Šคํƒ€์ผ ๋งคํ•‘ ์ˆ˜์ • ์ดˆ๊ธฐ ๋งคํ•‘์€ ํ‹€๋ ค์„œ rd_plus ํ˜ธ์ถœ ์‹œ 422๊ฐ€ ๋‚  ์ƒํƒœ์˜€๋Š”๋ฐ ๋ฐ”๋กœ ๊ณ ์ณค๋‹ค. ์ด์ œ ์ด๋Ÿฐ ๋ณ„์นญ์ด ์ •์ƒ ๋™์ž‘ํ•œ๋‹ค. portrait โ†’ default detailed โ†’ retro game_asset โ†’ isometric_asset 1_bit โ†’ classic pixel โ†’ default 3. ํˆด ๋ ˆ์ด์–ด ํ™•์žฅ ํ…”๋ ˆ๊ทธ๋žจ generate_image์—์„œ ์ด์ œ ๊ทธ๋Œ€๋กœ model: rd_fast ๋˜๋Š” rd_plus ๋ฅผ ๋„ฃ์–ด ํ˜ธ์ถœ ๊ฐ€๋Šฅํ•˜๋‹ค. ์‹ค์ œ ๊ฒ€์ฆ๋„ ๋๋‚ฌ๋‹ค. Cyber-Lenin ์žํ™”์ƒ 1์žฅ ์ƒ์„ฑ ์„ฑ๊ณต. ๊ฒฐ๊ณผ prediction_id: q945tg [user] ์˜ค, ๋ฐ”๋กœ ํ”ฝ์…€์•„ํŠธ ์ƒ์„ฑ ์„ฑ๊ณตํ–ˆ๋„ค. ์ด์ œ Visualizer ์—์ด์ „ํŠธํ•œํ…Œ ๋ ˆ๋‹Œ ์ดˆ์ƒํ™” ํ”ฝ์…€ ์•„ํŠธ 4์žฅ ๋ฐฐ์น˜ ์ƒ์„ฑ ์ถ”๊ฐ€๋กœ ์‹œ์ผœ. ๋ฏธ์  ๋””์ž์ธ์€ ์ž์œจ์ ์œผ๋กœ ํ•˜๋ผ๊ณ  ํ•ด. </recent-conversation> <task agent="visualizer"> Generate 4 separate pixel-art portrait images of Lenin. Use the existing Replicate image generation pipeline with Retro Diffusion support (prefer rd_plus for quality, rd_fast if needed). The user wants a batch of 4, with aesthetic design decisions made autonomously by you. Create four distinct compositions/looks rather than minor variants: for example bust portrait, propaganda-poster-inspired portrait, side profile, and a game-character or mosaic-like portrait. Save outputs and report local file paths and any public URLs if available. Important: do not request unsupported multi-image batch features from a model if unavailable; if needed, make multiple generation calls safely. </task>