{"id":49091,"date":"2026-10-31T22:14:12","date_gmt":"2026-10-31T13:14:12","guid":{"rendered":"https:\/\/jore2.com\/?p=49091"},"modified":"2026-10-31T22:14:12","modified_gmt":"2026-10-31T13:14:12","slug":"ai-22762-show-hn-a-working-nintendo-in-1gb-of-qwen-weights","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=49091","title":{"rendered":"Qwen3.5 \uac00\uc911\uce58\uc5d0 NES CPU \ucef4\ud30c\uc77c\ud55c nesformer \uacf5\uac1c"},"content":{"rendered":"<div class=\"jore2-editor-byline\">\n<p><strong>\uc624\ubbfc\uc7ac<\/strong><\/p>\n<\/div>\n<p>\uac1c\ubc1c\uc790 dbreunig\uac00 GitHub\uc5d0 nesformer \ud504\ub85c\uc81d\ud2b8\ub97c \uc62c\ub838\uc2b5\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc81d\ud2b8\ub294 \ud45c\uc900 Qwen3.5 \uccb4\ud06c\ud3ec\uc778\ud2b8\uc758 \uac00\uc911\uce58 \uc548\uc5d0 \ub2cc\ud150\ub3c4 \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \uc2dc\uc2a4\ud15c\uc758 \ud575\uc2ec \ubd80\ud488\uc778 6502 CPU\uc640 2KB \uc791\uc5c5\uc6a9 RAM, \uadf8\ub9ac\uace0 \uce74\ud2b8\ub9ac\uc9c0 \ud504\ub85c\uadf8\ub7a8 ROM\uc744 \uc9c1\uc811 \uc2ec\uc5b4 \ub123\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc874\uc758 \uba38\uc2e0\ub7ec\ub2dd \ud559\uc2b5 \ubc29\uc2dd\uc774 \uc544\ub2c8\ub77c \ucef4\ud30c\uc77c \uacfc\uc815\uc744 \ud1b5\ud574 \uad6c\ud604\ub41c \uc810\uc774 \ud2b9\uc9d5\uc785\ub2c8\ub2e4. \ubaa8\ub378\uc740 CPU\uc758 \uc2e4\ud589 \ub85c\uadf8\ub97c \ud1a0\ud070 \ub2e8\uc704\ub85c \uc608\uce21\ud558\uba70 \ub3d9\uc791\ud569\ub2c8\ub2e4. \uadf8\ub798\ud53d \ucc98\ub9ac\ub098 \ucee8\ud2b8\ub864\ub7ec \uc785\ub825, vblank \ud0c0\uc774\ubc0d \uac19\uc740 \uc8fc\ubcc0 \uae30\ub2a5\uc740 \ubcc4\ub3c4\uc758 \ud638\uc2a4\ud2b8 \ud504\ub85c\uc138\uc2a4\uac00 \ub2f4\ub2f9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uccb4\ud06c\ud3ec\uc778\ud2b8\uc5d0\ub294 \ucd1d 4\uc5b5 6660\ub9cc \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uadf8\uc911 \uc2e4\uc81c\ub85c \uac12\uc774 \uc788\ub294 \uac83\uc740 930\ub9cc \uac1c\ubfd0\uc774\uba70 \uc555\ucd95 \uc2dc \ud06c\uae30\ub294 3.3MB \uc218\uc900\uc73c\ub85c \uc904\uc5b4\ub4ed\ub2c8\ub2e4. \uc774\ub294 \uc774\uc804 \ud504\ub85c\uc81d\ud2b8\uc778 Qwenputer\uc5d0\uc11c CHIP-8\uacfc RISC-V CPU\ub97c Qwen3.5-4B\uc5d0 \ucef4\ud30c\uc77c\ud588\ub358 \uae30\uc220\uc744 \ud655\uc7a5\ud55c \uacb0\uacfc\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud575\uc2ec \uc6d0\ub9ac\ub294 Gated DeltaNet \uc0c1\ud0dc \ud589\ub82c\uc758 \uac01 \ud589\uc774 \uba54\ubaa8\ub9ac \uc140\ucc98\ub7fc \uc791\ub3d9\ud558\ub294 \uc131\uc9c8\uc744 \uc774\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \uac8c\uc774\ud2b8\ub97c \uc5f4\uc5b4\ub450\uace0 one-hot \ud0a4\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\uba74 \uc815\ud655\ud788 \ud55c \ud589\uc774 \ub36e\uc5b4\uc368\uc9d1\ub2c8\ub2e4. \uc774\ud6c4 one-hot \ucffc\ub9ac\ub85c \uc77d\uc73c\uba74 \ud574\ub2f9 \ud589\uc5d0 \uc800\uc7a5\ub41c \uce74\ud2b8\ub9ac\uc9c0 \ub370\uc774\ud130\ub098 \ub808\uc9c0\uc2a4\ud130 \uac12\uc744 \ubcf5\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c \uc131\ub2a5\uc740 \ubb3c\ub9ac\uc801 \ucf58\uc194 \ub300\ube44 \ud604\uc800\ud788 \ub0ae\uc2b5\ub2c8\ub2e4. numba\ub85c \ucef4\ud30c\uc77c\ub41c \uc5d4\uc9c4\uc744 \uc0ac\uc6a9\ud560 \uacbd\uc6b0 \ucd08\ub2f9 \uc57d 1650\uac1c\uc758 \ud1a0\ud070\uc744 \ucc98\ub9ac\ud569\ub2c8\ub2e4. \ubc18\uba74 \uc2e4\uc81c NES\ub294 \ucd08\ub2f9 \uc57d 70\ub9cc \uac1c\uc758 \ud1a0\ud070 \uc18d\ub3c4\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub530\ub77c\uc11c \uc774\ub860\uc0c1 \ucf58\uc194\ubcf4\ub2e4 150\ubc30\uc5d0\uc11c 290\ubc30\uac00\ub7c9 \ub290\ub9bd\ub2c8\ub2e4. \uc21c\uc218 numpy \uc5d4\uc9c4\uc740 \ucd08\ub2f9 210\uac1c, \uc77c\ubc18 transformers \ub77c\uc774\ube0c\ub7ec\ub9ac \uc0ac\uc6a9 \uc2dc \ucd08\ub2f9 10\uac1c \uc218\uc900\uae4c\uc9c0 \ub5a8\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc6d0 \ubc94\uc704\uc5d0\ub3c4 \uc81c\ud55c\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ud604\uc7ac NROM \ub9e4\ud37c 0 \uce74\ud2b8\ub9ac\uc9c0\uc640 \uacf5\uc2dd 6502 \uba85\ub839\uc5b4 \uc138\ud2b8\ub9cc \uad6c\ub3d9 \uac00\ub2a5\ud569\ub2c8\ub2e4. Hacker News\uc5d0\uc11c\ub294 \uc774 \uae30\uc220\uc801 \uc811\uadfc\uc758 \ucc3d\uc758\uc131\uc744 \uce6d\ucc2c\ud558\ub294 \ubc18\uc751\uacfc \ud568\uaed8 \uadf9\ub2e8\uc801\uc778 \ube44\ud6a8\uc728\uc131\uc774\ub77c\ub294 \ube44\ud310\uc774 \uacf5\uc874\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud504\ub85c\uc81d\ud2b8 \uc9c4\ud589 \uacfc\uc815\uc5d0\uc11c\ub294 Opus 5.5 \ubaa8\ub378\uc774 \ub450 \ubc88\uc758 \ud504\ub86c\ud504\ud2b8\ub9cc\uc73c\ub85c \ucd08\uae30 \uac00\uc911\uce58\uc640 \ucf54\ub4dc\ub97c \uc0dd\uc131\ud55c \uac83\uc73c\ub85c \uc54c\ub824\uc84c\uc2b5\ub2c8\ub2e4. \ucc38\uace0 \uc790\ub8cc\ub85c \ud65c\uc6a9\ub41c Qwenputer \uc800\uc7a5\uc18c\uc640 NES \uc5d0\ubbac\ub808\uc774\uc158 \ucee4\ubba4\ub2c8\ud2f0\uc758 \ud638\ud658\uc131 \ud14c\uc2a4\ud2b8\uac00 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uac1c\ubc1c\uc790 dbreunig\uac00 Qwen3.5 \ubaa8\ub378 \uac00\uc911\uce58 \uc548\uc5d0 \ub2cc\ud150\ub3c4 \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \uc2dc\uc2a4\ud15c\uc758 6502 CPU\uc640 RAM\uc744 \uc9c1\uc811 \ucef4\ud30c\uc77c\ud574 \ub123\uc740 \ud504\ub85c\uc81d\ud2b8 nesformer\ub97c \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":10,"featured_media":49090,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jore2_quality_policy":"people-first-v2","footnotes":""},"categories":[8858],"tags":[14110,32422,32351,32421,30650],"class_list":["post-49091","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-cpu","tag-dbreunig","tag-gateddeltanet","tag-nesformer","tag-qwen3-5"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8.png",2400,1260,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8-300x158.png",300,158,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8-768x403.png",640,336,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8-1024x538.png",640,336,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8-1536x806.png",1536,806,true],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8-2048x1075.png",2048,1075,true],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/sbrwwn5e8-590x410.png",590,410,true]},"author_info":{"info":["\uc624\ubbfc\uc7ac"]},"category_info":"<a href=\"https:\/\/jore2.com\/?cat=8858\" rel=\"category\">AI<\/a>","tag_info":"AI","comment_count":"0","_links":{"self":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/49091","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=49091"}],"version-history":[{"count":0,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/49091\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/media\/49090"}],"wp:attachment":[{"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=49091"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=49091"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=49091"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}