{"id":36680,"date":"2024-04-02T10:27:25","date_gmt":"2024-04-02T10:27:25","guid":{"rendered":"https:\/\/meetcody.ai\/blog\/2024%eb%85%84-%eb%ac%b4%eb%a3%8c-%ec%98%a4%ed%94%88-%ec%86%8c%ec%8a%a4-llm-%ec%83%81%ec%9c%84-5%ea%b0%80%ec%a7%80\/"},"modified":"2024-04-02T10:27:25","modified_gmt":"2024-04-02T10:27:25","slug":"2024%eb%85%84-%eb%ac%b4%eb%a3%8c-%ec%98%a4%ed%94%88-%ec%86%8c%ec%8a%a4-llm-%ec%83%81%ec%9c%84-5%ea%b0%80%ec%a7%80","status":"publish","type":"post","link":"https:\/\/meetcody.ai\/ko\/blog\/2024%eb%85%84-%eb%ac%b4%eb%a3%8c-%ec%98%a4%ed%94%88-%ec%86%8c%ec%8a%a4-llm-%ec%83%81%ec%9c%84-5%ea%b0%80%ec%a7%80\/","title":{"rendered":"2024\ub144 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 LLM \uc0c1\uc704 5\uac00\uc9c0"},"content":{"rendered":"

LLM\uc740 \uc774\uc81c \uc18c\uac1c\ud560 \ud544\uc694\uac00 \uc5c6\uc744 \uc815\ub3c4\ub85c \ubcf4\ud3b8\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220 \uc5c5\uacc4\uc5d0 \uc885\uc0ac\ud558\ub4e0 \uadf8\ub807\uc9c0 \uc54a\ub4e0, \ub9e4\uc77c \uc5b4\ub5a4 \ud615\ud0dc\uc758 LLM\uc744 \uc811\ud588\uac70\ub098 \ud604\uc7ac \uc0ac\uc6a9\ud558\uace0 \uc788\uc744 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \ud604\uc7ac \uac00\uc7a5 \ub208\uc5d0 \ub744\ub294 LLM\uc73c\ub85c\ub294 OpenAI\uc758 GPT, Anthropic\uc758 \ud074\ub85c\ub4dc, Google\uc758 \uc81c\ubbf8\ub2c8\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uc778\uae30 \uc788\ub294 LLM\uc740 \ucd94\uc0c1\uc801\uc774\uac70\ub098 \ube14\ub799\ubc15\uc2a4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc6b4\uc601\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc544 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \ud22c\uba85\uc131\uc5d0 \ub300\ud55c \uc6b0\ub824\uac00 \uc81c\uae30\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\uc790\uac00 \uc548\uc2ec\ud558\uace0 \uac1c\uc778 \ucef4\ud4e8\ud130\ub098 \uc11c\ubc84\uc5d0 \ubc30\ud3ec\ud560 \uc218 \uc788\ub294 \uc5ec\ub7ec \uc624\ud508 \uc18c\uc2a4 LLM\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc624\ud508 \uc18c\uc2a4\ub780<\/strong> \uc18c\uc2a4 \ucf54\ub4dc\ub97c \uc790\uc720\ub86d\uac8c \uac80\uc0ac, \uc218\uc815 \ubc0f \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \ubc30\ud3ec\ub41c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub610\ub294 \uc81c\ud488\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc\uc131\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc774\ud574\ud558\uace0, \uac1c\uc120\ud558\uace0, \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud604\uc7ac \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ucd5c\uace0\uc758 \uc624\ud508 \uc18c\uc2a4 LLM\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4:<\/p>\n

\ub77c\ub9c8 2<\/strong><\/a><\/h3>\n

\"LLaMA<\/p>\n

Llama 2\ub294 Meta\uc5d0\uc11c \uac1c\ubc1c\ud55c \uc624\ud508 \uc18c\uc2a4 LLM\uc73c\ub85c, \uc0c1\uc5c5 \ubc0f \uc5f0\uad6c \ubaa9\uc801\uc73c\ub85c \ubb34\ub8cc\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4. \ub77c\ub9c8 2 \ubaa8\ub378\uc740 2\uc870 \uac1c\uc758 \ud1a0\ud070\uc73c\ub85c \ud6c8\ub828\ub418\uc5c8\uc73c\uba70, \ub77c\ub9c8 1\ubcf4\ub2e4 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\uac00 \ub450 \ubc30 \ub354 \uae41\ub2c8\ub2e4.<\/p>\n

\ubaa8\ub378\uc758 \ub9e4\uac1c \ubcc0\uc218\ub294 \ud14d\uc2a4\ud2b8 \uc774\ud574 \ub2a5\ub825\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\uba70, \ubaa8\ub378\uc774 \ud074\uc218\ub85d \ud06c\uae30\uc640 \ub9ac\uc18c\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc774 \uc99d\uac00\ud558\ub294 \ub300\uc2e0 \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

\uc0ac\uc6a9 \uac00\ub2a5\ud55c \ubcc0\ud615:<\/strong> 7B, 13B \ubc0f 70B \ud30c\ub77c\ubbf8\ud130<\/p>\n

\ucee8\ud14d\uc2a4\ud2b8 \ucc3d:<\/strong> 4096 \ud1a0\ud070<\/p>\n

\uc9c0\uc6d0 \uc5b8\uc5b4:<\/strong> \uc601\uc5b4\uc5d0\uc11c \uac00\uc7a5 \uc798 \uc218\ud589<\/p>\n

Mixtral 8x7B<\/strong><\/a><\/h3>\n

\"\ubbf8\uc2a4\ud2b8\ub784<\/p>\n

\ubbf8\uc2a4\ud2b8\ub784 AI\uac00 \uac1c\ubc1c\ud55c Mixtral 8x7B\ub294 \ucd1d 467\uc5b5 \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \ud3ec\ud568\ud558\ub294 LLM\uc785\ub2c8\ub2e4. \ud06c\uae30\ub294 \uc791\uc9c0\ub9cc \ucd94\ub860 \uc18d\ub3c4\uc640 \ube44\uc6a9\uc740 3\ubd84\uc758 1 \ud06c\uae30\uc758 \ubaa8\ub378\uacfc \ube44\uc2b7\ud558\uac8c \uc720\uc9c0\ud569\ub2c8\ub2e4. \uc774 \ub514\ucf54\ub354 \uc804\uc6a9 MoE(\uc804\ubb38\uac00 \ud63c\ud569) \ubaa8\ub378\uc740 \ud2b9\uc815 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c LLama 2 \ubc0f GPT-3.5\ubcf4\ub2e4 \ud6e8\uc52c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/p>\n

\uc0ac\uc6a9 \uac00\ub2a5\ud55c \ubcc0\ud615:<\/strong> \uc18c\ud615, \uc18c\ud615, \uc911\ud615, \ub300\ud615(\ube44\uc6a9 \ud6a8\uc728\uc801\ubd80\ud130 \uace0\uc131\ub2a5\uae4c\uc9c0 \uc21c\uc704)<\/p>\n

\ucee8\ud14d\uc2a4\ud2b8 \ucc3d:<\/strong> 32000 \ud1a0\ud070(\ubbf8\uc2a4\ud2b8\ub784 \ub300\ud615)<\/p>\n

\uc9c0\uc6d0 \uc5b8\uc5b4:<\/strong> \uc601\uc5b4, \ud504\ub791\uc2a4\uc5b4, \uc2a4\ud398\uc778\uc5b4, \ub3c5\uc77c\uc5b4, \uc774\ud0c8\ub9ac\uc544\uc5b4(\ubbf8\uc2a4\ud2b8\ub784 \ub77c\uc9c0)<\/p>\n

Falcon<\/strong><\/a><\/h3>\n

\"UAE\uc758<\/p>\n

\uc544\ubd80\ub2e4\ube44\uc758 \uae30\uc220 \ud601\uc2e0 \uc5f0\uad6c\uc18c(TII)\uc5d0\uc11c \uac1c\ubc1c\ud55c Falcon\uc740 \ub610 \ub2e4\ub978 \ub300\ud45c\uc801\uc778 \uc624\ud508 \uc18c\uc2a4 LLM\uc785\ub2c8\ub2e4. \ucd9c\uc2dc \ud6c4 Falcon 40B\ub294 \ub450 \ub2ec \ub3d9\uc548 Hugging Face\uc758 \uc624\ud508 \uc18c\uc2a4 LLM(\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378) \ub9ac\ub354\ubcf4\ub4dc\uc5d0\uc11c 1\uc704\ub97c \ucc28\uc9c0\ud588\uc2b5\ub2c8\ub2e4. 180B \ubcc0\ud615\uc744 \ud1b5\ud574 TII\ub294 \ubaa8\ub378\uc758 \uc9c0\uc2dd\uacfc \ub370\uc774\ud130 \uc774\ud574 \ub2a5\ub825\uc744 \ub354\uc6b1 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. Falcon 180B\ub294 3\uc870 5\ucc9c\uc5b5 \uac1c\uc758 \ud1a0\ud070\uc73c\ub85c \ud559\uc2b5\ub41c \ucd08\uac15\ub825 \uc5b8\uc5b4 \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/p>\n

\uc0ac\uc6a9 \uac00\ub2a5\ud55c \ubcc0\ud615:<\/strong> Falcon 40B \ubc0f Falcon 180B<\/p>\n

\ucee8\ud14d\uc2a4\ud2b8 \ucc3d:<\/strong> 4096 \ud1a0\ud070<\/p>\n

\uc9c0\uc6d0 \uc5b8\uc5b4:<\/strong> \uc601\uc5b4, \ub3c5\uc77c\uc5b4, \uc2a4\ud398\uc778\uc5b4, \ud504\ub791\uc2a4\uc5b4, \uc774\ud0c8\ub9ac\uc544\uc5b4, \ud3ec\ub974\ud22c\uac08\uc5b4, \ud3f4\ub780\ub4dc\uc5b4, \ub124\ub35c\ub780\ub4dc\uc5b4, \ub8e8\ub9c8\ub2c8\uc544\uc5b4, \uccb4\ucf54\uc5b4, \uc2a4\uc6e8\ub374\uc5b4\ub294 \uc81c\ud55c\uc801\uc73c\ub85c \uc9c0\uc6d0\ub429\ub2c8\ub2e4.<\/p>\n

BLOOM<\/strong><\/a><\/h3>\n

\"BLOOM\"<\/p>\n

BLOOM\uc740 Big Science\uc5d0\uc11c \uac1c\ubc1c\ud55c \uc790\ub3d9 \ud68c\uadc0 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc785\ub2c8\ub2e4. 176\uc5b5 \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub85c \ud559\uc2b5\ub41c BLOOM\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc640 \uc0b0\uc5c5 \uaddc\ubaa8\uc758 \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud504\ub86c\ud504\ud2b8\uc5d0\uc11c \ud14d\uc2a4\ud2b8 \uc5f0\uc18d\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \ud0c1\uc6d4\ud569\ub2c8\ub2e4.<\/p>\n

\uc0ac\uc6a9 \uac00\ub2a5\ud55c \ubcc0\ud615:<\/strong> bloom-560m, bloom-1b1, bloom-1b7, bloom-3b, bloom-7b1, bloom 176B<\/p>\n

\ucee8\ud14d\uc2a4\ud2b8 \ucc3d:<\/strong> 2048 \ud1a0\ud070<\/p>\n

\uc9c0\uc6d0 \uc5b8\uc5b4:<\/strong> 46\uac1c \uc790\uc5f0\uc5b4(\uc601\uc5b4\uc758 \uacbd\uc6b0 30%\uc5d0\uc11c \uce58\ud23c\ubd80\uce74\uc758 \uacbd\uc6b0 0.00002%\uae4c\uc9c0 \ub370\uc774\ud130 \uc591\uc5d0 \ub530\ub77c \ub2e4\ub984)<\/p>\n

Gemma<\/strong><\/a><\/h3>\n

\"Gemma]<\/p>\n

Gemini\uc758 \uc131\uacf5\uc744 \uc787\ub294 Google\uc758 \ucd5c\uc2e0 \ucd5c\uc2e0 \uac1c\ubc29\ud615 LLM\uc778 Gemma\uac00 \uadf8 \ub4a4\ub97c \uc787\uc2b5\ub2c8\ub2e4. Gemma\ub294 Gemini \uc5f0\uad6c \ubc0f \uae30\uc220\uc744 \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub41c Google \ub525\ub9c8\uc778\ub4dc\uc758 \uc624\ud508 \uac00\uc911\uce58 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \uc81c\ud488\uad70\uc785\ub2c8\ub2e4. \ubaa8\ub378 \uac00\uc911\uce58\ub294 \uc790\uc720\ub86d\uac8c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc9c0\ub9cc, \uad6c\uccb4\uc801\uc778 \uc0ac\uc6a9 \uc57d\uad00, \uc7ac\ubc30\ud3ec \ubc0f \ubcc0\ud615 \uc18c\uc720\uad8c\uc740 \ub2e4\ub97c \uc218 \uc788\uc73c\uba70 \uc624\ud508 \uc18c\uc2a4 \ub77c\uc774\uc120\uc2a4\ub97c \uae30\ubc18\uc73c\ub85c \ud558\uc9c0 \uc54a\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc0ac\uc6a9 \uac00\ub2a5\ud55c \ubcc0\ud615:<\/strong> \uc82c\ub9c8 2B \ubc0f \uc82c\ub9c8 7B<\/p>\n

\ucee8\ud14d\uc2a4\ud2b8 \ucc3d:<\/strong> 8192 \ud1a0\ud070<\/p>\n

\uc9c0\uc6d0\ub418\ub294 \uc5b8\uc5b4:<\/strong> \uc601\uc5b4<\/p>\n

\uacb0\ub860<\/h2>\n

\ucf54\ub514\ub294<\/a> LLM\uacfc \uad00\ub828\ud558\uc5ec \ubaa8\ub378\uc5d0 \uad6c\uc560\ubc1b\uc9c0 \uc54a\ub294 \uc811\uadfc \ubc29\uc2dd\uc744 \uc6b0\uc120\uc2dc\ud558\uba70, \uace0\uc720\ud55c \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\ub294 \uac1c\uc778\ud654\ub41c \ubd07\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \ud50c\ub7ab\ud3fc\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c LLM \uc635\uc158\uc774 \uc81c\uacf5\ub418\ubbc0\ub85c \ub2e8\uc77c \uc81c\uacf5\uc5c5\uccb4\uc5d0 \uad6d\ud55c\ub418\uc9c0 \uc54a\uace0 \uc694\uad6c \uc0ac\ud56d\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uac83\uc744 \uc790\uc720\ub86d\uac8c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ucf54\ub514\ub97c<\/a> \ud1b5\ud574 \uae30\uc5c5\uc740 AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uc815\ud655\ud55c \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\ub294 \uc9c0\ub2a5\ud615 \ube44\uc11c\ub97c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\uc5f0\uc131\uc73c\ub85c \uc778\ud574 \ucf54\ub514\ub294 AI \uae30\ubc18 \ube44\uc988\ub2c8\uc2a4 \uc194\ub8e8\uc158 \uc601\uc5ed\uc5d0\uc11c \uc720\ub9dd\ud55c \ucd94\uac00 \uae30\ub2a5\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

LLM\uc740 \uc774\uc81c \uc18c\uac1c\ud560 \ud544\uc694\uac00 \uc5c6\uc744 \uc815\ub3c4\ub85c \ubcf4\ud3b8\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220 \uc5c5\uacc4\uc5d0 \uc885\uc0ac\ud558\ub4e0 \uadf8\ub807\uc9c0 \uc54a\ub4e0, \ub9e4\uc77c \uc5b4\ub5a4 \ud615\ud0dc\uc758 LLM\uc744 \uc811\ud588\uac70\ub098 \ud604\uc7ac \uc0ac\uc6a9\ud558\uace0 \uc788\uc744 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \ud604\uc7ac \uac00\uc7a5 \ub208\uc5d0 \ub744\ub294 LLM\uc73c\ub85c\ub294 OpenAI\uc758 GPT, Anthropic\uc758 \ud074\ub85c\ub4dc, Google\uc758 \uc81c\ubbf8\ub2c8\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uc778\uae30 \uc788\ub294 LLM\uc740 \ucd94\uc0c1\uc801\uc774\uac70\ub098 \ube14\ub799\ubc15\uc2a4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc6b4\uc601\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc544 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \ud22c\uba85\uc131\uc5d0 \ub300\ud55c \uc6b0\ub824\uac00 \uc81c\uae30\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c… Read more »<\/a><\/p>\n","protected":false},"author":2,"featured_media":36673,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[32],"tags":[],"class_list":["post-36680","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-32"],"acf":[],"yoast_head":"\n2024\ub144 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 LLM \uc0c1\uc704 5\uac00\uc9c0<\/title>\n<meta name=\"description\" content=\"AI \uae30\ubc18 \uc194\ub8e8\uc158\uc758 \ud22c\uba85\uc131\uacfc \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ub77c\ub9c8 2\ubd80\ud130 \uc82c\ub9c8\uae4c\uc9c0 \uc0c1\uc704 5\uac00\uc9c0 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 LLM\uc744 \uc0b4\ud3b4\ubcf4\uc138\uc694.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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