{"id":35248,"date":"2025-07-30T06:02:05","date_gmt":"2025-07-29T21:02:05","guid":{"rendered":"https:\/\/smallake.kr\/?p=35248"},"modified":"2025-12-11T10:14:03","modified_gmt":"2025-12-11T01:14:03","slug":"%ec%9a%94%ec%a6%98-ai-%ec%9a%94%ec%a6%98-%ec%9b%94%ec%8a%a4%ed%8a%b8%eb%a6%ac%ed%8a%b8-stac-2025","status":"publish","type":"post","link":"https:\/\/smallake.kr\/?p=35248","title":{"rendered":"[\uc694\uc998 AI, \uc694\uc998 \uc6d4\uc2a4\ud2b8\ub9ac\ud2b8] STAC 2025"},"content":{"rendered":"<p>1.<br \/>\nSTAC.<br \/>\n\uae08\uc735\uae30\uc220\uacfc \uad00\ub828\ud558\uc5ec \uc544\uc8fc \uc720\uba85\ud55c \ud68c\uc0ac\uc785\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uc7a5\uc18c\ub97c \ubc14\uafd4\uac00\uba74\uc11c STAC Summit\uc744 \ubd84\uae30\ubcc4\ub85c \uac1c\ucd5c\ud569\ub2c8\ub2e4. Low Latency\uc640 \uad00\ub828\ud55c \uce21\uc815\ubc29\ubc95\ub860\uc73c\ub85c \ud55c \uc2dc\ub300\ub97c \ud48d\ubbf8\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \ub4b7\ud3b8\uc73c\ub85c \uc0b4\uc544\uc9c8 \uc904 \uc54c\uc558\uc2b5\ub2c8\ub2e4. \ube44\uc2b7\ud55c \uacbd\ud5d8\uc774 Tabforum\uc785\ub2c8\ub2e4. \uc5b4\ub290\ub0a0\ubd80\ud130 \ub514\uc9c0\ud0c8\uc790\uc0b0\uacfc \uad00\ub828\ud55c \uae00\uc744 \ub9ce\uc544\uc9c0\uace0 \uc778\uc99d\uc815\ucc45\ub3c4 \uc774\uc0c1\ud574\uc9d1\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \ubc1c\uc744 \ub04a\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>STAC\uc758 \uba54\uc77c\uc744 \uac00\ub054 \ubc1b\uc2b5\ub2c8\ub2e4 \ubc1b\uc744 \ub54c\ub9c8\ub2e4 \ub180\ub78d\ub2c8\ub2e4. \uc5b4\ub290 \uc21c\uac04\ubd80\ud130 Low Latency\ub97c AI\ub85c \ud655\uc7a5\ud558\uba74\uc11c AI\uc640 \uad00\ub828\ud55c \ucd5c\uc2e0 \uae30\uc220, \uae08\uc735\uacfc \uad00\ub828\ud55c \ucd5c\uc2e0 \uae30\uc220\uc744 \uc18c\uac1c\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<p><strong>Inference (STAC-ML)<\/strong><br \/>\n<a href=\"https:\/\/stacresearch.com\/stac-ml-test-harness\" target=\"blank\">STAC-ML Markets (Inference) Test Harness<\/a><br \/>\n<a href=\"https:\/\/stacresearch.com\/stac-ml-markets-implementation\" target=\"blank\">STAC-ML Markets (Inference) Reference Implementation (ONNX &amp; TensorFlow)<\/a><br \/>\n<a href=\"https:\/\/stacresearch.com\/stac-ml-pack-for-cuda-and-cuDNN\" target=\"blank\">STAC-ML Pack for CUDA and cuDNN<\/a><br \/>\n<a href=\"https:\/\/stacresearch.com\/stac-ml-pack-for-myrtle\" target=\"blank\">STAC-ML Pack for Myrtle.ai VOLLO<\/a><br \/>\n<a href=\"https:\/\/stacresearch.com\/stac-ml-pack-for-groqware\" target=\"blank\">STAC-ML Pack for GroqWare<\/a><\/p>\n<p>\uc704\ub294 STAC\uac00 \uc81c\uacf5\ud558\ub294 \uba38\uc2e0\ub7f0\ub2dd\uacfc \uad00\ub828\ud55c \ubc29\ubc95\ub860\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc624\ub298 \ubc1b\uc740 \uba54\uc77c\uc18d\uc5d0\uc11c \ud765\ubbf8\ub85c\uc6b4 \uc8fc\uc81c\uac00 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. 25\ub144 \uac00\uc744 \ud589\uc0ac\ub54c \ubc1c\ud45c\uc8fc\uc81c\uc785\ub2c8\ub2e4. <\/p>\n<p>\uccab\ubc88\uc9f8\ub294 FPGA\uc640 GPT\ub97c \uc5f0\uacb0\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. <a href=\"https:\/\/rapidsilicon.com\/\" rel=\"noopener\" target=\"_blank\">RaptorSilicon<\/a>\uc740 FPGA\uc640 \uad00\ub828\ud55c EDA\ub97c \uc624\ud508\uc18c\uc2a4\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png?resize=1130%2C598\" alt=\"\" width=\"1130\" height=\"598\" class=\"aligncenter size-full wp-image-35560\" srcset=\"https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png?w=2560&amp;ssl=1 2560w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png?resize=300%2C159&amp;ssl=1 300w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png?resize=200%2C106&amp;ssl=1 200w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png?resize=1536%2C813&amp;ssl=1 1536w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png?resize=2048%2C1084&amp;ssl=1 2048w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png?resize=1170%2C619&amp;ssl=1 1170w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2025\/07\/raptor-features-screenshot-scaled.png?w=2260 2260w\" sizes=\"auto, (max-width: 1130px) 100vw, 1130px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/github.com\/os-fpga\/Raptor\" rel=\"noopener\" target=\"_blank\">Rapid Silicon Raptor Design Suite<\/a><\/p>\n<p>\uc774\ub7f0 \uae30\uc220\uc744 \uc774\uc6a9\ud558\uc5ec FPGA\ub97c \uac1c\ubc1c\ud560 \ub54c AI\uc9c0\uc6d0\uc744 \ubc1b\uc744 \uc218 \uc788\ub294 \uc11c\ube44\uc2a4\ub97c \ub0b4\ub193\uc558\ub294\ub370  <a href=\"https:\/\/primis.ai\/\" rel=\"noopener\" target=\"_blank\">RapidGPT<\/a>\uc785\ub2c8\ub2e4.<\/p>\n<div style=\"width: 1130px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-35248-1\" width=\"1130\" height=\"636\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"http:\/\/smallake.kr\/wp-content\/uploads\/2025\/07\/autodoc-project.mp4?_=1\" \/><a href=\"http:\/\/smallake.kr\/wp-content\/uploads\/2025\/07\/autodoc-project.mp4\">http:\/\/smallake.kr\/wp-content\/uploads\/2025\/07\/autodoc-project.mp4<\/a><\/video><\/div>\n<p>\ub450\ubc88\uc9f8\ub294 Algoteq\uc758 \uc2dc\ubbac\ub808\uc774\uc158\uae30\uc220\uc785\ub2c8\ub2e4. \ud68c\uc0ac \uc18c\uac1c\ub97c \ubcf4\uba74 \uc77c\ubc18\uc801\uc778 \ud2b8\ub808\uc774\ub529\uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\uacf5\uae09\ud558\ub294 \ud68c\uc0ac\uc785\ub2c8\ub2e4. \ud55c\uad6d\uc73c\ub85c \uc774\uc57c\uae30\ud558\uba74 \uae30\uad00\ud22c\uc790\uc790\uc6a9 OMS\ub97c \uac1c\ubc1c\ud558\ub294 \ud68c\uc0ac\uc785\ub2c8\ub2e4. \uc774 \ud68c\uc0ac\ub97c STAC \ud589\uc0ac\uc5d0\uc11c \uc18c\uac1c\ud558\ub294 \uc774\uc720\ub294 \uc2dc\ubbac\ub808\uc774\uc158\uae30\uc220\uc785\ub2c8\ub2e4.<\/p>\n<blockquote><p>Agent-based artificial markets to test, refine, and validate trading strategies<\/p><\/blockquote>\n<p>\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ub098\uc624\uc9c0 \uc54a\uc558\uc9c0\ub9cc SSRN\uc774\ub098 arXiv\ub85c \ub17c\ubb38 \uc81c\ubaa9\uc744 \ubcf4\uba74 Agent, Simulation\uc744 \uc8fc\uc81c\ub85c \ub17c\ubb38\uc774 \uc791\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=2710495\" rel=\"noopener\" target=\"_blank\">A Brief Review of recent Artificial Market Simulation (Agent-Based Model, ABM) Studies for Financial Market Regulations and\/or Rules<\/a>\uc744 \ubcf4\uba74 ACM International Conference on AI in Finance\uc5d0\uc11c  &#8216;artificial market models to test new automated trades, high frequency trades and marketimpacts by an trade-execution algorithm&#8217;\uc744 \uc8fc\uc81c\ub85c \ub2e4\ub8ec \ub2e4\uc218\uc758 \ub17c\ubb38\uc744 \uc18c\uac1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<iframe src=\"\/\/docs.google.com\/viewer?url=http%3A%2F%2Fsmallake.kr%2Fwp-content%2Fuploads%2F2025%2F07%2Fssrn-2710495.pdf&hl=ko&embedded=true\" class=\"gde-frame\" style=\"width:100%; height:500px; border: none;\" scrolling=\"no\"><\/iframe>\n<p class=\"gde-text\"><a href=\"http:\/\/smallake.kr\/wp-content\/uploads\/2025\/07\/ssrn-2710495.pdf\" class=\"gde-link\">Download (PDF, 149KB)<\/a><\/p>\n<p>\uc138\ubc88\uc9f8\ub294 <a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=4963618\" rel=\"noopener\" target=\"_blank\">Re(Visiting) Large Language Models in Finance<\/a>\uc744 \uc4f4  Eghbal Rahimikia\uc785\ub2c8\ub2e4.  2007\ub144\ubd80\ud130 2023\ub144\uae4c\uc9c0\uc758 \uae08\uc735\ub370\uc774\ud0c0\ub97c \uac00\uc9c0\uace0 LLM\uc744 \uc7ac\ud6c8\ub828\ud55c \ud6c4 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\uc758 \uc131\uacfc\ub97c \ubd84\uc11d\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub17c\ubb38\uc774 Look Ahead Bias(\uc544\ub798 \ubc88\uc5ed\uc5d0\uc11c\ub294 \ubbf8\ub798 \uc608\uce21 \ud3b8\ud5a5)\uc758 \uac00\ub2a5\uc131\uc744 \uac00\uc870\ud569\ub2c8\ub2e4.<\/p>\n<blockquote><p>\uc774 \uc5f0\uad6c\ub294 \ud68c\uacc4 \ubc0f \uae08\uc735 \ubd84\uc57c\ub97c \uc704\ud55c \uc804\ubb38\uc801\uc778 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \uac1c\ubc1c\uc758 \ud6a8\uacfc\uc131\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.  \uace0\ud488\uc9c8\uc758 \ubd84\uc57c\ubcc4 \uc5ed\uc0ac\uc801 \ub370\uc774\ud130\ub85c \uc0ac\uc804 \ud6c8\ub828\ub41c \uc774 \ubaa8\ub378\ub4e4\uc740  \ubbf8\ub798 \uc608\uce21 \ud3b8\ud5a5\uc744 \uc644\ud654\ud568\uc73c\ub85c\uc368, \uc5bb\uc5b4\uc9c4 \uacb0\uacfc\uac00 \uc7a0\uc7ac\uc801\uc778 \uc815\ubcf4 \uc720\ucd9c\ub85c \uc778\ud574 \uc190\uc0c1\ub418\uc9c0 \uc54a\ub3c4\ub85d  \ubcf4\uc7a5\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud588\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc14b\uc774 \ud65c\uc6a9\ub418\uc5c8\uc73c\uba70, \uc774\ub294 \ub274\uc2a4 \uae30\uc0ac, \uaddc\uc81c \uc11c\ub958, \uc9c0\uc801 \uc7ac\uc0b0\uad8c \uae30\ub85d, \uc8fc\uc694 \uae30\uc5c5 \uc815\ubcf4,\uc720\ub7fd \uc911\uc559\uc740\ud589(ECB)\uacfc \uc5f0\ubc29\uc900\ube44\uc81c\ub3c4(FED)\uc758 \uc5f0\uc124, \uae30\uc5c5 \ud589\uc0ac \ub179\ucde8\ub85d, \uc774\uc0ac\ud68c \uad6c\uc131\uc6d0 \uc815\ubcf4, \uc77c\ubc18 \uc9c0\uc2dd\uc744 \uc704\ud55c \uc704\ud0a4\ud53c\ub514\uc544 \ub4f1\uc744 \ud3ec\ud568\ud558\uba70, 2007\ub144\ubd80\ud130 2023\ub144\uae4c\uc9c0\uc758 \uae30\uac04\uc744 \ucee4\ubc84\ud569\ub2c8\ub2e4. \ud2b9\ud788, \uc774 \uae30\uac04 \ub0b4 \uac01 \uc5f0\ub3c4\ubcc4\ub85c \ubcc4\ub3c4\uc758 \ubaa8\ub378\uc774 \uc0ac\uc804 \ud6c8\ub828\ub418\uc5c8\uc2b5\ub2c8\ub2e4.\uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uc740 RoBERTa \uc544\ud0a4\ud14d\ucc98\ub97c \uae30\ubc18\uc73c\ub85c \ud558\uba70, \uc57d 1\uc5b5 2,500\ub9cc \uac1c\uc758 \ub9e4\uac1c\ubcc0\uc218\ub97c \uac00\uc9c4 \uae30\ubcf8 \ubaa8\ub378\uacfc 5,100\ub9cc \uac1c\uc758 \ub9e4\uac1c\ubcc0\uc218\ub97c \uac00\uc9c4 \uc791\uc740 \ubcc0\ud615 \ubaa8\ub378\uc744 \ud3ec\ud568\ud574 \ucd1d 34\uac1c\uc758 \uc0ac\uc804 \ud6c8\ub828\ub41c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<p>FinText\ub77c\uace0 \ubd88\ub9ac\ub294 \uc774 \ubaa8\ub378\ub4e4\uc740 \uaddc\ubaa8\uac00 \ud6e8\uc52c \uc791\uc74c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 LLaMA 1, 2, 3\uc744 \ud3ec\ud568\ud55c \ucd5c\uc2e0 LLM\ubcf4\ub2e4 \uc77c\uad00\ub418\uac8c \uc6b0\uc218\ud55c \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \uc790\uc0b0 \uac00\uaca9 \uacb0\uc815 \ub9e5\ub77d\uc5d0\uc11c \uc81c\ub85c \ub137 \ud22c\uc790 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud568\uc73c\ub85c\uc368 FinText\ub294 3.45\uc758 \uc0e4\ud504 \ube44\uc728\uc744 \ub2ec\uc131\ud588\uc73c\uba70, \uc774\ub294 \ubaa8\ub378\uc758 \uc804\ubb38\uc131\uacfc \ub370\uc774\ud130\uc758 \uc911\uc694\uc131\uc774 \ub2e8\uc21c\ud55c \ubaa8\ub378 \ud06c\uae30\ubcf4\ub2e4 \uc6b0\uc6d4\ud568\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. FinText \ubaa8\ub378\uc740 \uc77c\ubc18 \ubaa9\uc801 LLM\uc5d0 \ube44\ud574 \uc6b0\uc218\ud55c \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc904 \ubfd0\ub9cc \uc544\ub2c8\ub77c FarmPredict, FinBERT, LMD\uc640 \uac19\uc740 \uc804\ubb38 \uae08\uc735 \ubaa8\ub378\uc744 \uc77c\uad00\ub418\uac8c \ucd08\uacfc\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacb0\uacfc\ub97c \ub354\uc6b1 \uc785\uc99d\ud558\uae30 \uc704\ud574 \ubd84\uc11d\uc744 \ud655\uc7a5\ud558\uc5ec \uac70\ub798 \ube44\uc6a9\uc744 \uace0\ub824\ud55c \uc54c\ud30c \uc870\uc815 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud558\uace0 \uc774\ub7ec\ud55c LLM\uc758 \ub300\uccb4 \uad6c\uc131 \uc635\uc158\uc744 \ud0d0\uad6c\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc131\uc5d0\ub294 \ub354 \uc791\uc740 \ubaa8\ub378 \ud06c\uae30, \ub354 \uae34 \uc0ac\uc804 \ud6c8\ub828 \uae30\uac04, \ub2e4\uc591\ud55c \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uac70\ub798 \uaddc\ubaa8\ub97c \ud3ec\ud568\ud55c \ubaa8\ub378\ub4e4\uc774 \ud3ec\ud568\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \uacbd\uc6b0\uc5d0\uc11c \uacb0\uacfc\ub294 \ucd08\uae30 \uacb0\ub860\uc744 \uac15\ud654\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c FinText \ubaa8\ub378\uc740 \uac70\ub798 \ubaa9\uc801\uc73c\ub85c \ubbf8\uc138 \uc870\uc815\ub418\uc5c8\uc73c\uba70, \ub9cc\uc871\uc2a4\ub7ec\uc6b4 \uc131\ub2a5\uc744 \ub2ec\uc131\ud588\uc9c0\ub9cc, \ub354 \uac04\ub2e8\ud55c \ub450 \ub2e8\uacc4 \ubaa8\ub378\ub9c1 \uc811\uadfc \ubc29\uc2dd\uc774 \uacc4\uc18d\ud574\uc11c \uc774\ub97c \ucd08\uacfc\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uc5f0\uad6c\ub294 \uc5b8\uc5b4 \uc218\uc900\ubd80\ud130 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uc218\uc900\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc218\uc900\uc5d0\uc11c \ubbf8\ub798 \uc608\uce21 \ud3b8\ud5a5\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc5f0\uad6c \uacb0\uacfc\ub294 \uc5b8\uc5b4 \uc218\uc900\uc5d0\uc11c \ubbf8\ub798 \uc608\uce21 \ud3b8\ud5a5\uc774 \uc874\uc7ac\ud560 \uac00\ub2a5\uc131\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ub610\ud55c \uc774 \uc5f0\uad6c\ub294 \ubbf8\ub798 \uc608\uce21 \ud3b8\ud5a5\uc774 \ubd84\ub958 \uc218\uc900\uc5d0\uc11c \uacb0\uacfc\uc5d0 \uc2ec\uac01\ud55c \uc65c\uace1\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc9c0\ub9cc, \ud6c4\ucc98\ub9ac \ub2e8\uacc4\uc758 \ub204\uc801 \ud6a8\uacfc\ub85c \uc778\ud574 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uc218\uc900\uc5d0\uc11c\ub294 \uadf8 \uc601\ud5a5\ub825\uc774 \uac10\uc18c\ud568\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc5ed\uc0ac\uc801 \ub370\uc774\ud130\ub9cc\uc73c\ub85c \ud6c8\ub828\ub41c FinText \ubaa8\ub378\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uc774 \uc5f0\uad6c\ub294 \uc774\ub7ec\ud55c \ud3b8\ud5a5\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc644\ud654\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc6b0\ub9ac\ub294 \ud68c\uacc4 \ubc0f \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c LLM\uc744 \uc801\uc6a9\ud560 \ub54c, \ud2b9\ud788 \uacfc\uac70 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud560 \ub54c \ubbf8\ub798 \uc608\uce21 \ud3b8\ud5a5\uc744 \ud574\uacb0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud568\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud3b8\ud5a5\uc744 \uace0\ub824\ud558\uc9c0 \uc54a\uc73c\uba74 \ubd84\uc11d\uc758 \uc815\ud655\uc131\uacfc \uc2e0\ub8b0\uc131\uc774 \ud6fc\uc190\ub420 \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>FinText\uc640 \uac19\uc740 \ubaa8\ub378\uc758 \uc7a5\uc810\uc740 \ud6a8\uc728\uc801\uc778 \uc124\uacc4\ub85c, \uc81c\ud55c\ub41c \uacc4\uc0b0 \uc790\uc6d0\uc774\ub098 \uace0\uae09 GPU\uc5d0 \ub300\ud55c \uc811\uadfc\uc774 \uc81c\ud55c\ub41c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ud6a8\uacfc\uc801\uc73c\ub85c \uc791\ub3d9\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. LLaMA\uc640 \uac19\uc740 \ub300\uaddc\ubaa8 \ubaa8\ub378\uacfc \ub2ec\ub9ac, FinText\uc758 \ub354 \ucef4\ud329\ud2b8\ud55c \uc544\ud0a4\ud14d\ucc98\ub294 XAI \ubc29\ubc95\uc758 \ud1b5\ud569\uc744 \uc6a9\uc774\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. \uc774 \ud1b5\ud569\uc740 \ubaa8\ub378\uc758 \uacb0\uc815 \uacfc\uc815\uc5d0 \ub300\ud55c \ub354 \uae4a\uc740 \ud1b5\ucc30\uc744 \uc81c\uacf5\ud588\uc73c\uba70, \uc7a5\uae30 \ubc0f \ub2e8\uae30 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ub808\uadf8\uc5d0 \ub300\ud55c \uc608\uce21\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud2b9\uc815 \ud1a0\ud070 \uadf8\ub8f9\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uac8c \ud568\uc73c\ub85c\uc368 \ubaa8\ub378\uc758 \uc804\uccb4\uc801\uc778 \ud574\uc11d \uac00\ub2a5\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.\uc6b0\ub9ac\uc758 \uc5f0\uad6c \uacb0\uacfc\ub294 \uac01 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ub2e4\ub9ac\uc5d0\uc11c \uc758\ubbf8 \uc788\ub294 \ud1a0\ud070 \uc870\ud569\uc774 \uc874\uc7ac\ud558\uc9c0\ub9cc, \uae0d\uc815\uc801 \ub610\ub294 \ubd80\uc815\uc801 \uac10\uc815\uc73c\ub85c \uc27d\uac8c \ubd84\ub958\ud560 \uc218 \uc5c6\ub294 \ud1a0\ud070\uc758 \ud3ec\ud568\uc740 \uc5b8\uc5b4 \ubaa8\ub378\ub9c1\uc758 \ubcf5\uc7a1\uc131\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \uc774 \ubcf5\uc7a1\uc131\uc740 \ud1a0\ud070\uc744 \uace0\ub9bd\ub41c \uc0c1\ud0dc\ub85c \ubaa8\ub378\ub9c1\ud558\ub294 \uc804\ud1b5\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \ub118\uc5b4 \ud655\uc7a5\ub429\ub2c8\ub2e4.<\/p>\n<p>FinText\uc640 \uac19\uc740 \uc804\ubb38 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc5f0\uad6c \ubc94\uc704\ub97c \ud655\uc7a5\ud568\uc73c\ub85c\uc368 \uc5f0\uad6c\ub97c \uc9c4\uc804\uc2dc\ud0a4\ub294 \ub370 \uc911\uc694\ud55c \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ubaa8\ub378\ub4e4\uc740 \uc77c\ubc18 \ubaa9\uc801\uc758 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc5d0 \ube44\ud574 \uaddc\ubaa8\uac00 \ub354 \uad00\ub9ac\ud558\uae30 \uc26c\uc6b0\uba70, \ud2b9\uc815 \uc5f0\uad6c \ubaa9\ud45c\uc5d0 \ub9de\uac8c \uc801\uc6a9\ub418\uac70\ub098 \ubbf8\uc138 \uc870\uc815\ub420 \uc218 \uc788\uc5b4 \ud68c\uacc4, \uae08\uc735 \ubc0f \uad00\ub828 \ubd84\uc57c(\uacbd\uc81c\ud559, \uacbd\uc601\ud559, \ub9c8\ucf00\ud305, \uad00\ub9ac\ud559 \ub4f1)\uc5d0\uc11c\uc758 \uc2e4\uc99d \uc5f0\uad6c\uc5d0\uc11c \uc815\ud655\uc131\uacfc \uad00\ub828\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354 \ud0c0\uac9f\ud305\ub41c \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud568\uc73c\ub85c\uc368, \uc774 \ubaa8\ub378\ub4e4\uc740 \ub3c4\uba54\uc778 \ud2b9\uc815 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc758 \ud65c\uc6a9 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0ac \uc218 \uc788\uc73c\uba70, \uc2e4\uc99d \uc5f0\uad6c\ub97c \uc9c4\uc804\uc2dc\ud0a4\ub294 \ub370 \uc0c8\ub85c\uc6b4 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/blockquote>\n<p>\ub17c\ubb38\uc5d0 \ub4f1\uc7a5\ud558\ub294 FinText\ub294 \ud5c8\uae45\ud398\uc774\uc2a4\uc5d0 \ub4f1\ub85d\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/huggingface.co\/FinText\" rel=\"noopener\" target=\"_blank\">FinText: A Specialised Financial LLM Repository<\/a><\/p>\n<iframe src=\"\/\/docs.google.com\/viewer?url=http%3A%2F%2Fsmallake.kr%2Fwp-content%2Fuploads%2F2025%2F07%2F4963618.pdf&hl=ko&embedded=true\" class=\"gde-frame\" style=\"width:100%; height:500px; border: none;\" scrolling=\"no\"><\/iframe>\n<p class=\"gde-text\"><a href=\"http:\/\/smallake.kr\/wp-content\/uploads\/2025\/07\/4963618.pdf\" class=\"gde-link\">Download (PDF, 2.5MB)<\/a><\/p>\n<p><a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=5022165\" rel=\"noopener\" target=\"_blank\">Look-Ahead Bias in Large Language Models (LLMs): Implications and Applications in Finance<\/a>\uc740 Look Ahead Bias\ub97c \uc9e7\uac8c \ubd84\uc11d\ud55c \ub17c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<iframe src=\"\/\/docs.google.com\/viewer?url=http%3A%2F%2Fsmallake.kr%2Fwp-content%2Fuploads%2F2025%2F07%2F5022165.pdf&hl=ko&embedded=true\" class=\"gde-frame\" style=\"width:100%; height:500px; border: none;\" scrolling=\"no\"><\/iframe>\n<p class=\"gde-text\"><a href=\"http:\/\/smallake.kr\/wp-content\/uploads\/2025\/07\/5022165.pdf\" class=\"gde-link\">Download (PDF, 131KB)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. STAC. \uae08\uc735\uae30\uc220\uacfc \uad00\ub828\ud558\uc5ec \uc544\uc8fc \uc720\uba85\ud55c \ud68c\uc0ac\uc785\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uc7a5\uc18c\ub97c \ubc14\uafd4\uac00\uba74\uc11c STAC Summit\uc744 \ubd84\uae30\ubcc4\ub85c \uac1c\ucd5c\ud569\ub2c8\ub2e4. Low Latency\uc640 \uad00\ub828\ud55c \uce21\uc815\ubc29\ubc95\ub860\uc73c\ub85c \ud55c \uc2dc\ub300\ub97c \ud48d\ubbf8\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \ub4b7\ud3b8\uc73c\ub85c \uc0b4\uc544\uc9c8 \uc904 \uc54c\uc558\uc2b5\ub2c8\ub2e4. \ube44\uc2b7\ud55c \uacbd\ud5d8\uc774 Tabforum\uc785\ub2c8\ub2e4. \uc5b4\ub290\ub0a0\ubd80\ud130 \ub514\uc9c0\ud0c8\uc790\uc0b0\uacfc \uad00\ub828\ud55c \uae00\uc744 \ub9ce\uc544\uc9c0\uace0 \uc778\uc99d\uc815\ucc45\ub3c4 \uc774\uc0c1\ud574\uc9d1\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \ubc1c\uc744 \ub04a\uc5c8\uc2b5\ub2c8\ub2e4. STAC\uc758 \uba54\uc77c\uc744 \uac00\ub054 \ubc1b\uc2b5\ub2c8\ub2e4 \ubc1b\uc744 \ub54c\ub9c8\ub2e4 \ub180\ub78d\ub2c8\ub2e4. \uc5b4\ub290 \uc21c\uac04\ubd80\ud130 Low Latency\ub97c AI\ub85c \ud655\uc7a5\ud558\uba74\uc11c AI\uc640 \uad00\ub828\ud55c \ucd5c\uc2e0 \uae30\uc220, \uae08\uc735\uacfc \uad00\ub828\ud55c \ucd5c\uc2e0 \uae30\uc220\uc744&#8230;<br \/><a class=\"read-more-button\" href=\"https:\/\/smallake.kr\/?p=35248\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":35552,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[2684],"tags":[4246,497,4247],"class_list":["post-35248","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2684","tag-look-ahead-bias","tag-stac","tag-4247"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- 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