{"id":7,"date":"2026-03-04T05:49:50","date_gmt":"2026-03-04T05:49:50","guid":{"rendered":"https:\/\/blog.rebalai.com\/ko\/2026\/03\/04\/2026-llm-ollama-lm-studio-jan\/"},"modified":"2026-03-09T22:31:10","modified_gmt":"2026-03-09T22:31:10","slug":"2026-llm-ollama-lm-studio-jan","status":"publish","type":"post","link":"https:\/\/blog.rebalai.com\/ko\/2026\/03\/04\/2026-llm-ollama-lm-studio-jan\/","title":{"rendered":"2026\ub144 \ub85c\uceec LLM \uc2e4\ud589\ud558\uae30: Ollama, LM Studio, Jan \uc644\ubcbd \uac00\uc774\ub4dc"},"content":{"rendered":"<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"BlogPosting\",\n  \"headline\": \"2026\ub144 \ub85c\uceec LLM \uc2e4\ud589\ud558\uae30: Ollama, LM Studio, Jan \uc644\ubcbd \uac00\uc774\ub4dc\",\n  \"description\": \"2026\ub144 \ub85c\uceec LLM \uc2e4\ud589\ud558\uae30: Ollama, LM Studio, Jan \uc644\ubcbd \uac00\uc774\ub4dc <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \ud638\uc2a4\ud305\" rel=\"nofollow sponsored\" target=\"_blank\">\ud074\ub77c\uc6b0\ub4dc<\/a> API \uccad\uad6c\uc11c\ub97c \ubc1b\uace0 \uba4d\ud558\ub2c8 \uccd0\ub2e4\ubcf8 \uacbd\ud5d8\uc774 \uc788\ub2e4\uba74, \uc774 \uae00\uc774 \ub9de\ub2e4. \ub098\ub294 \uc0ac\uc774\ub4dc \ud504\ub85c\uc81d\ud2b8\uc5d0 GPT-4o\ub97c \ubd99\uc600\ub2e4\uac00 \uccab \ub2ec \uccad\uad6c\uc11c \ubcf4\uace0 \ubc14\ub85c \ub85c\uceec\ub85c \uac08\uc544\ud0d4\ub2e4.\",\n  \"url\": \"https:\/\/blog.rebalai.com\/ko\/2026\/03\/04\/2026-llm-ollama-lm-studio-jan\/\",\n  \"datePublished\": \"2026-03-04T05:49:50\",\n  \"dateModified\": \"2026-03-05T17:39:36\",\n  \"inLanguage\": \"ko_KR\",\n  \"author\": {\n    \"@type\": \"Organization\",\n    \"name\": \"RebalAI\",\n    \"url\": \"https:\/\/blog.rebalai.com\/ko\/\"\n  },\n  \"publisher\": {\n    \"@type\": \"Organization\",\n    \"name\": \"RebalAI\",\n    \"logo\": {\n      \"@type\": \"ImageObject\",\n      \"url\": \"https:\/\/blog.rebalai.com\/wp-content\/uploads\/logo.png\"\n    }\n  },\n  \"mainEntityOfPage\": {\n    \"@type\": \"WebPage\",\n    \"@id\": \"https:\/\/blog.rebalai.com\/ko\/2026\/03\/04\/2026-llm-ollama-lm-studio-jan\/\"\n  }\n}\n<\/script><\/p>\n<h1>2026\ub144 \ub85c\uceec LLM \uc2e4\ud589\ud558\uae30: Ollama, LM Studio, Jan \uc644\ubcbd \uac00\uc774\ub4dc<\/h1>\n<p>\ud074\ub77c\uc6b0\ub4dc API \uccad\uad6c\uc11c\ub97c \ubc1b\uace0 \uba4d\ud558\ub2c8 \uccd0\ub2e4\ubcf8 \uacbd\ud5d8\uc774 \uc788\ub2e4\uba74, \uc774 \uae00\uc774 \ub9de\ub2e4. \ub098\ub294 \uc0ac\uc774\ub4dc \ud504\ub85c\uc81d\ud2b8\uc5d0 GPT-4o\ub97c \ubd99\uc600\ub2e4\uac00 \uccab \ub2ec \uccad\uad6c\uc11c \ubcf4\uace0 \ubc14\ub85c \ub85c\uceec\ub85c \uac08\uc544\ud0d4\ub2e4. 2026\ub144 \ud604\uc7ac M3 \ub9e5\ubd81\uc774\ub098 RTX 4080 \ud558\ub098\ub9cc \uc788\uc5b4\ub3c4 GPT-4\uae09 \uc131\ub2a5\uc744 \uc778\ud130\ub137 \uc5c6\uc774, \ube44\uc6a9 \uc5c6\uc774, \ub370\uc774\ud130 \uc720\ucd9c \uac71\uc815 \uc5c6\uc774 \ub3cc\ub9b4 \uc218 \uc788\ub2e4. \ubb38\uc81c\ub294 Ollama, LM Studio, Jan \u2014 \uc5b4\ub5a4 \ub3c4\uad6c\ub97c \uc5b8\uc81c \uc368\uc57c \ud558\ub294\uc9c0\ub2e4.<\/p>\n<p>\uc138 \ub3c4\uad6c\ub97c \uc9c1\uc811 \uc124\uce58\ud558\uace0 \ubca4\uce58\ub9c8\ud06c\ud55c \uacb0\uacfc\ub97c \ubc14\ud0d5\uc73c\ub85c, \uac01 \ub3c4\uad6c\uc758 \uc2e4\uc81c \uac15\uc810\uacfc \uc57d\uc810, \uadf8\ub9ac\uace0 \uc5b4\ub5a4 \uac1c\ubc1c\uc790\uc5d0\uac8c \uc5b4\ub5a4 \ub3c4\uad6c\uac00 \ub9de\ub294\uc9c0 \uc815\ub9ac\ud55c\ub2e4.<\/p>\n<hr \/>\n<h2>\ub85c\uceec LLM, \uc9c0\uae08 \uc65c \uc368\uc57c \ud558\ub098<\/h2>\n<p>GPT-4o\ub97c API\ub85c \ud558\ub8e8 1,000\ubc88 \ud638\ucd9c\ud558\uba74 \uc6d4 \uc218\uc2ed\ub9cc \uc6d0\uc774 \ub098\uac04\ub2e4. \uc0ac\uc774\ub4dc \ud504\ub85c\uc81d\ud2b8\ub098 \ub0b4\ubd80 \ud234\uc5d0\uc11c\ub294 \uc774 \ube44\uc6a9 \uad6c\uc870\uac00 \ub9de\uc9c0 \uc54a\ub294\ub2e4. \ub85c\uceec LLM\uc740 \ucd08\uae30 \ud558\ub4dc\uc6e8\uc5b4 \ube44\uc6a9 \uc774\ud6c4 \ucd94\uac00 \uacfc\uae08\uc774 \uc5c6\ub2e4.<\/p>\n<p>\ud504\ub77c\uc774\ubc84\uc2dc \ubb38\uc81c\ub3c4 \ud604\uc2e4\uc801\uc774\ub2e4. \uace0\uac1d \ub370\uc774\ud130, \uc0ac\ub0b4 \ubb38\uc11c, \ubbf8\uacf5\uac1c \ucf54\ub4dc\ub97c \uc678\ubd80 API\uc5d0 \uc804\uc1a1\ud558\ub294 \uac74 \ubcf4\uc548 \uc815\ucc45\uc0c1 \ud5c8\uc6a9\ub418\uc9c0 \uc54a\ub294 \uacbd\uc6b0\uac00 \ub9ce\ub2e4. &#8220;\uc6b0\ub9ac \ud68c\uc0ac \ucf54\ub4dc\ub97c ChatGPT\uc5d0 \ubd99\uc5ec\ub123\uc73c\uba74 \uc548 \ub41c\ub2e4&#8221;\ub294 \uc815\ucc45\uc774 \uc788\ub294 \ud300\uc774\ub77c\uba74 \ub85c\uceec LLM\uc774 \uc0ac\uc2e4\uc0c1 \uc720\uc77c\ud55c \ud604\uc2e4\uc801 \uc120\ud0dd\uc9c0\ub2e4.<\/p>\n<p>\uc778\ud130\ub137 \uc5f0\uacb0\uc774 \ubd88\uc548\uc815\ud55c \ud658\uacbd\uc774\ub098 \uc751\ub2f5 \uc18d\ub3c4\uac00 \uc911\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ub3c4 \ub9c8\ucc2c\uac00\uc9c0\ub2e4. <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \ud638\uc2a4\ud305\" rel=\"nofollow sponsored\" target=\"_blank\">\ud074\ub77c\uc6b0\ub4dc<\/a> API\uac00 \uac11\uc790\uae30 \ub290\ub824\uc9c0\uac70\ub098 \uc11c\ube44\uc2a4 \uc7a5\uc560\uac00 \ub098\ub294 \uc0c1\ud669\uc744 \ud55c \ubc88\uc774\ub77c\ub3c4 \uacaa\uc5b4\ubd24\ub2e4\uba74 \uacf5\uac10\ud560 \uac83\uc774\ub2e4.<\/p>\n<h3>2026\ub144\uc758 \ud558\ub4dc\uc6e8\uc5b4 \ud604\uc2e4<\/h3>\n<p>\ub85c\uceec LLM \uc2e4\ud589\uc5d0 \ud544\uc694\ud55c \ucd5c\uc18c \uc0ac\uc591\uc740 \ub2e4\uc74c\uacfc \uac19\ub2e4:<\/p>\n<table>\n<thead>\n<tr>\n<th>\ubaa8\ub378 \uaddc\ubaa8<\/th>\n<th>\ucd5c\uc18c VRAM\/RAM<\/th>\n<th>\ucd94\ucc9c \ud658\uacbd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>7B<\/td>\n<td>8GB<\/td>\n<td>M1 <a href=\"https:\/\/www.amazon.com\/s?k=MacBook+Pro&#038;tag=synsun0f-20\" title=\"MacBook Pro on Amazon\" rel=\"nofollow sponsored\" target=\"_blank\">MacBook<\/a> Air, RTX 3060<\/td>\n<\/tr>\n<tr>\n<td>13B<\/td>\n<td>16GB<\/td>\n<td>M2 Pro, RTX 3080<\/td>\n<\/tr>\n<tr>\n<td>32B<\/td>\n<td>24GB+<\/td>\n<td>M3 Max, RTX 4090<\/td>\n<\/tr>\n<tr>\n<td>70B<\/td>\n<td>48GB+<\/td>\n<td>\uba40\ud2f0 GPU, Mac Studio Ultra<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>CPU \ucd94\ub860\ub3c4 \uac00\ub2a5\ud558\uc9c0\ub9cc \ud1a0\ud070 \uc0dd\uc131 \uc18d\ub3c4\uac00 5~15 tok\/s \uc218\uc900\uc774\ub77c \uc2e4\uc6a9\uc801\uc774\uc9c0 \uc54a\ub2e4. \ucd5c\uc18c Apple Silicon \ub610\ub294 NVIDIA GPU \ud658\uacbd\uc744 \uad8c\uc7a5\ud55c\ub2e4.<\/p>\n<hr \/>\n<h2>Ollama: \uac1c\ubc1c\uc790\ub97c \uc704\ud55c CLI \ud37c\uc2a4\ud2b8 \uc811\uadfc<\/h2>\n<h3>\ud2b9\uc9d5\uacfc \ucca0\ud559<\/h3>\n<p>Ollama\ub294 Docker\uc640 \ube44\uc2b7\ud55c \uc778\ud130\ud398\uc774\uc2a4\ub85c \ubaa8\ub378\uc744 \uad00\ub9ac\ud558\ub294 \ub3c4\uad6c\ub2e4. <code>ollama pull<\/code>, <code>ollama run<\/code>, <code>ollama serve<\/code> \u2014 \uba85\ub839\uc5b4 \uba87 \uc904\ub85c \ubaa8\ub4e0 \uac83\uc774 \ud574\uacb0\ub41c\ub2e4. Docker\uc5d0 \uc775\uc219\ud55c \uac1c\ubc1c\uc790\ub77c\uba74 \ud559\uc2b5 \uace1\uc120\uc774 \uac70\uc758 \uc5c6\uace0, REST API\ub97c \uae30\ubcf8\uc73c\ub85c \uc81c\uacf5\ud558\uae30 \ub54c\ubb38\uc5d0 \uae30\uc874 \uac1c\ubc1c \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud1b5\ud569\ud558\uae30\ub3c4 \uac00\uc7a5 \uc27d\ub2e4.<\/p>\n<h3>\uc124\uce58 \ubc0f \uae30\ubcf8 \uc0ac\uc6a9\ubc95<\/h3>\n<p><strong>macOS \/ Linux:<\/strong><\/p>\n<pre><code class=\"language-bash\">curl -fsSL https:\/\/ollama.com\/install.sh | sh\n<\/code><\/pre>\n<p><strong>Windows:<\/strong><br \/>\n\uacf5\uc2dd \uc0ac\uc774\ud2b8\uc5d0\uc11c \uc124\uce58 \ud30c\uc77c \ub2e4\uc6b4\ub85c\ub4dc \ud6c4 \uc2e4\ud589.<\/p>\n<p>\uc124\uce58 \ud6c4 \ubaa8\ub378 \uc2e4\ud589:<\/p>\n<pre><code class=\"language-bash\"># Llama 3.3 70B \ub2e4\uc6b4\ub85c\ub4dc \ubc0f \uc2e4\ud589\nollama pull llama3.3:70b\n\n# \ub300\ud654 \uc2dc\uc791\nollama run llama3.3:70b\n\n# \uacbd\ub7c9 \ubaa8\ub378\ub85c \ube60\ub978 \ud14c\uc2a4\ud2b8\nollama run qwen2.5-coder:7b\n<\/code><\/pre>\n<h3>REST API\ub85c \uc571\uc5d0 \ud1b5\ud569\ud558\uae30<\/h3>\n<p>Ollama\ub294 \uae30\ubcf8\uc801\uc73c\ub85c <code>localhost:11434<\/code>\uc5d0\uc11c OpenAI \ud638\ud658 API\ub97c \uc11c\ube59\ud55c\ub2e4. \uae30\uc874\uc5d0 OpenAI SDK\ub97c \uc0ac\uc6a9\ud558\ub358 \ucf54\ub4dc\ub97c \uac70\uc758 \uc218\uc815 \uc5c6\uc774 \uc804\ud658\ud560 \uc218 \uc788\ub2e4\ub294 \uac8c \uc2e4\uc81c\ub85c \uc5c4\uccad\ub09c \uc7a5\uc810\uc774\ub2e4 \u2014 <code>base_url<\/code> \ud55c \uc904\ub9cc \ubc14\uafb8\uba74 \ub41c\ub2e4.<\/p>\n<p><strong>Python \uc608\uc2dc \u2014 OpenAI SDK \uc7ac\ud65c\uc6a9:<\/strong><\/p>\n<pre><code class=\"language-python\">from openai import OpenAI\n\nclient = OpenAI(\n    base_url=&quot;http:\/\/localhost:11434\/v1&quot;,\n    api_key=&quot;ollama&quot;,  # \uac12\uc740 \ubb34\uad00\n)\n\nresponse = client.chat.completions.create(\n    model=&quot;llama3.3:70b&quot;,\n    messages=[\n        {&quot;role&quot;: &quot;system&quot;, &quot;content&quot;: &quot;\ub2f9\uc2e0\uc740 \uc2dc\ub2c8\uc5b4 <a href=\"https:\/\/www.amazon.com\/s?k=python+programming+book&#038;tag=synsun0f-20\" title=\"Amazon \ud30c\uc774\uc36c \ucd94\ucc9c \ub3c4\uc11c\" rel=\"nofollow sponsored\" target=\"_blank\">\ud30c\uc774\uc36c<\/a> \uac1c\ubc1c\uc790\uc785\ub2c8\ub2e4.&quot;},\n        {&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;\ube44\ub3d9\uae30 \ud050\ub97c asyncio\ub85c \uad6c\ud604\ud574\uc918.&quot;}\n    ],\n    stream=True\n)\n\nfor chunk in response:\n    print(chunk.choices[0].delta.content or &quot;&quot;, end=&quot;&quot;, flush=True)\n<\/code><\/pre>\n<p><strong>Node.js \uc608\uc2dc:<\/strong><\/p>\n<pre><code class=\"language-javascript\">import Ollama from 'ollama';\n\nconst ollama = new Ollama.Ollama({ host: 'http:\/\/localhost:11434' });\n\nconst stream = await ollama.chat({\n  model: 'deepseek-r1:14b',\n  messages: [{ role: 'user', content: 'JWT \uc778\uc99d \ubbf8\ub4e4\uc6e8\uc5b4 \uc791\uc131\ud574\uc918' }],\n  stream: true,\n});\n\nfor await (const chunk of stream) {\n  process.stdout.write(chunk.message.content);\n}\n<\/code><\/pre>\n<h3>Modelfile\ub85c \ucee4\uc2a4\ud140 \ubaa8\ub378 \ub9cc\ub4e4\uae30<\/h3>\n<p>Ollama\uc5d0\uc11c \ub0b4\uac00 \uac00\uc7a5 \uc720\uc6a9\ud558\uac8c \uc4f0\ub294 \uae30\ub2a5\uc774 Modelfile\uc774\ub2e4. \uc2dc\uc2a4\ud15c \ud504\ub86c\ud504\ud2b8, \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774, \uc0d8\ud50c\ub9c1 \ud30c\ub77c\ubbf8\ud130\ub97c \uace0\uc815\ud55c \ucee4\uc2a4\ud140 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4\uc11c, \ud300 \ub0b4\uc5d0 &#8220;\ucf54\ub4dc \ub9ac\ubdf0 \uc804\uc6a9 \ubaa8\ub378&#8221;\uc744 \ub9cc\ub4e4\uc5b4 <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean\uc73c\ub85c <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean\uc73c\ub85c \ubc30\ud3ec\ud558\uae30\" rel=\"nofollow sponsored\" target=\"_blank\">\ubc30\ud3ec<\/a>\ud558\uae30&#8221; rel=&#8221;nofollow sponsored&#8221; target=&#8221;_blank&#8221;>\ubc30\ud3ec<\/a>\ud558\uae30\uc5d0 \ub531 \uc88b\ub2e4.<\/p>\n<pre><code class=\"language-dockerfile\"># Modelfile\nFROM llama3.3:8b\n\nPARAMETER temperature 0.3\nPARAMETER num_ctx 16384\nPARAMETER top_p 0.9\n\nSYSTEM &quot;&quot;&quot;\n\ub2f9\uc2e0\uc740 \ud55c\uad6d \uc2a4\ud0c0\ud2b8\uc5c5 \ud658\uacbd\uc5d0 \ud2b9\ud654\ub41c \uae30\uc220 \uace0\ubb38\uc785\ub2c8\ub2e4.\n\ub2f5\ubcc0\uc740 \ud56d\uc0c1 \ud55c\uad6d\uc5b4\ub85c \uc81c\uacf5\ud558\uace0, \uc2e4\ubb34 \uc911\uc2ec\uc758 \uac04\uacb0\ud55c \uc870\uc5b8\uc744 \uc6b0\uc120\ud569\ub2c8\ub2e4.\n&quot;&quot;&quot;\n<\/code><\/pre>\n<pre><code class=\"language-bash\">ollama create my-tech-advisor -f .\/Modelfile\nollama run my-tech-advisor\n<\/code><\/pre>\n<h3>Ollama\uac00 \ub9de\ub294 \uacbd\uc6b0<\/h3>\n<ul>\n<li>CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc5d0 LLM \ud1b5\ud569<\/li>\n<li>\ubc31\uc5d4\ub4dc \uc11c\ube44\uc2a4\uc5d0\uc11c LLM \uae30\ub2a5 \ucd94\uac00<\/li>\n<li>\ud300 \ub0b4 \uacf5\uc720 LLM <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \ud638\uc2a4\ud305\" rel=\"nofollow sponsored\" target=\"_blank\">\ud074\ub77c\uc6b0\ub4dc<\/a> <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\" rel=\"nofollow sponsored\" target=\"_blank\">\uc11c\ubc84<\/a>&#8221; rel=&#8221;nofollow sponsored&#8221; target=&#8221;_blank&#8221;>\uc11c\ubc84<\/a> \uc6b4\uc601 (headless \ud658\uacbd)<\/li>\n<li>\uc2a4\ud06c\ub9bd\ud2b8 \uc790\ub3d9\ud654<\/li>\n<\/ul>\n<hr \/>\n<h2>LM Studio: GUI \uae30\ubc18\uc758 \uc62c\uc778\uc6d0 \uc194\ub8e8\uc158<\/h2>\n<h3>\uac1c\ubc1c\uc790\uc640 \ube44\uac1c\ubc1c\uc790 \ubaa8\ub450\ub97c \uc704\ud55c \ub3c4\uad6c<\/h3>\n<p>LM Studio\ub294 \uc124\uce58\ud615 \ub370\uc2a4\ud06c\ud0d1 \uc571\uc73c\ub85c, \ubaa8\ub378 \uac80\uc0c9\u00b7\ub2e4\uc6b4\ub85c\ub4dc\u00b7\uc2e4\ud589\u00b7\ucc44\ud305\uc744 \ud558\ub098\uc758 \uc778\ud130\ud398\uc774\uc2a4\uc5d0\uc11c \ucc98\ub9ac\ud55c\ub2e4. Hugging Face Hub\uc640 \uc9c1\uc811 \uc5f0\ub3d9\ub418\uc5b4 GGUF \ud615\uc2dd\uc758 \ubaa8\ub378\uc744 \uc571 \uc548\uc5d0\uc11c \ubc14\ub85c \uac80\uc0c9\ud558\uace0 \ub0b4\ub824\ubc1b\uc744 \uc218 \uc788\ub2e4. \uc194\uc9c1\ud788 \ucc98\uc74c \ub85c\uceec LLM\uc744 \uc2dc\uc791\ud558\ub294 \uc0ac\ub78c\ud55c\ud14c\ub294 \uc9c4\uc785\uc7a5\ubcbd\uc774 \uac00\uc7a5 \ub0ae\uc740 \ub3c4\uad6c\ub2e4.<\/p>\n<p>2026\ub144 \ubc84\uc804(0.3.x \uacc4\uc5f4)\uc740 \ud2b9\ud788 \uba40\ud2f0\ubaa8\ub2ec \uc9c0\uc6d0\uacfc \ub85c\uceec <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\" rel=\"nofollow sponsored\" target=\"_blank\">\uc11c\ubc84<\/a> \uae30\ub2a5\uc774 \uac15\ud654\ub410\ub2e4.<\/p>\n<h3>\uc8fc\uc694 \uae30\ub2a5<\/h3>\n<p><strong>\ubaa8\ub378 \ud5c8\ube0c \ub0b4\uc7a5:<\/strong> GGUF \uc591\uc790\ud654 \ubaa8\ub378\uc744 \uc571 \ub0b4\uc5d0\uc11c \uc9c1\uc811 \uac80\uc0c9. <code>Q4_K_M<\/code>, <code>Q5_K_M<\/code> \ub4f1 \uc591\uc790\ud654 \uc218\uc900\ubcc4 \uc131\ub2a5-\uc6a9\ub7c9 \ud2b8\ub808\uc774\ub4dc\uc624\ud504\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \ube44\uad50\ud560 \uc218 \uc788\ub2e4.<\/p>\n<p><strong>\ub85c\uceec <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\" rel=\"nofollow sponsored\" target=\"_blank\">\uc11c\ubc84<\/a> \ubaa8\ub4dc:<\/strong> Ollama\uc640 \ub9c8\ucc2c\uac00\uc9c0\ub85c OpenAI \ud638\ud658 REST API\ub97c \ub744\uc6b8 \uc218 \uc788\ub2e4. \ud3ec\ud2b8 \uc124\uc815\uacfc CORS \uc635\uc158\ub3c4 GUI\uc5d0\uc11c \uc870\uc808\ud55c\ub2e4.<\/p>\n<p><strong>\ud504\ub86c\ud504\ud2b8 \ud15c\ud50c\ub9bf \uc790\ub3d9 \uac10\uc9c0:<\/strong> \ubaa8\ub378\ub9c8\ub2e4 \ub2e4\ub978 \ucc44\ud305 \ud15c\ud50c\ub9bf(ChatML, Llama-3, Mistral \ub4f1)\uc744 \uc790\ub3d9\uc73c\ub85c \uc801\uc6a9\ud55c\ub2e4. \uc774\uac78 \uc218\ub3d9\uc73c\ub85c \ub9de\ucd94\ub2e4 \uc2dc\uac04\uc744 \ubc84\ub9b0 \uacbd\ud5d8\uc774 \uc788\uc73c\uba74 \uc774 \uae30\ub2a5\uc774 \uc5bc\ub9c8\ub098 \ud3b8\ud55c\uc9c0 \ubc14\ub85c \uc54c \uac83\uc774\ub2e4.<\/p>\n<h3>\uc591\uc790\ud654 <a href=\"https:\/\/blog.rebalai.com\/ko\/2026\/03\/05\/claude-vs-gpt-4o-vs-gemini-20-2026-ai\/\" title=\"\ubaa8\ub378 \uc120\ud0dd\">\ubaa8\ub378 \uc120\ud0dd<\/a> \uae30\uc900<\/h3>\n<p>\ub85c\uceec LLM\uc5d0\uc11c \uc591\uc790\ud654\ub294 \ud575\uc2ec \uac1c\ub150\uc774\ub2e4. GGUF \ud30c\uc77c\uba85\uc758 \uc811\ubbf8\uc0ac\uac00 \uc815\ud655\ub3c4\uc640 \uc18d\ub3c4\ub97c \uacb0\uc815\ud55c\ub2e4:<\/p>\n<pre><code>Llama-3.3-70B-Instruct-Q4_K_M.gguf\n                         \u2191\n                  \uc591\uc790\ud654 \uc218\uc900 (\ube44\ud2b8 \uc218)\n<\/code><\/pre>\n<table>\n<thead>\n<tr>\n<th>\uc591\uc790\ud654<\/th>\n<th>\ud488\uc9c8<\/th>\n<th>\uba54\ubaa8\ub9ac \uc808\uac10<\/th>\n<th>\ucd94\ucc9c \uc0c1\ud669<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Q8_0<\/td>\n<td>\uac70\uc758 \uc6d0\ubcf8<\/td>\n<td>~15%<\/td>\n<td>\ud488\uc9c8 \ucd5c\uc6b0\uc120<\/td>\n<\/tr>\n<tr>\n<td>Q5_K_M<\/td>\n<td>\uc6b0\uc218<\/td>\n<td>~35%<\/td>\n<td>\uade0\ud615\uc810, \ub300\ubd80\ubd84\uc758 \uacbd\uc6b0<\/td>\n<\/tr>\n<tr>\n<td>Q4_K_M<\/td>\n<td>\uc591\ud638<\/td>\n<td>~55%<\/td>\n<td>VRAM \uc81c\ud55c \ud658\uacbd<\/td>\n<\/tr>\n<tr>\n<td>Q3_K_M<\/td>\n<td>\ubcf4\ud1b5<\/td>\n<td>~65%<\/td>\n<td>\ucd5c\uc18c \uc0ac\uc591<\/td>\n<\/tr>\n<tr>\n<td>Q2_K<\/td>\n<td>\uc800\ud558 \uc788\uc74c<\/td>\n<td>~75%<\/td>\n<td>\ube44\ucd94\ucc9c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\ub0b4 \uacbd\ud5d8\uc0c1 <strong>Q5_K_M<\/strong>\uc774 \uc131\ub2a5\uacfc \uba54\ubaa8\ub9ac\uc758 \uade0\ud615\uc774 \uac00\uc7a5 \uc88b\ub2e4. Q4_K_M\uacfc \uccb4\uac10 \ud488\uc9c8 \ucc28\uc774\uac00 \uc0dd\uac01\ubcf4\ub2e4 \uaf64 \ud06c\ub2e4.<\/p>\n<h3>LM Studio API \ud65c\uc6a9<\/h3>\n<pre><code class=\"language-python\">import requests\n\ndef chat_with_local_llm(prompt: str, model: str = &quot;llama-3.3-70b&quot;) -&gt; str:\n    response = requests.post(\n        &quot;http:\/\/localhost:1234\/v1\/chat\/completions&quot;,\n        json={\n            &quot;model&quot;: model,\n            &quot;messages&quot;: [{&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: prompt}],\n            &quot;temperature&quot;: 0.7,\n            &quot;max_tokens&quot;: 2048,\n        },\n        headers={&quot;Content-Type&quot;: &quot;application\/json&quot;}\n    )\n    return response.json()[&quot;choices&quot;][0][&quot;message&quot;][&quot;content&quot;]\n\n# <a href=\"https:\/\/blog.rebalai.com\/ko\/2026\/03\/09\/webassembly-in-2026-where-it-actually-makes-sense\/\" title=\"\uc2e4\uc81c \uc0ac\uc6a9\">\uc2e4\uc81c \uc0ac\uc6a9<\/a>\nresult = chat_with_local_llm(&quot;<a href=\"https:\/\/www.amazon.com\/s?k=python+programming+book&#038;tag=synsun0f-20\" title=\"Amazon <a href=\"https:\/\/www.amazon.com\/s?k=python+programming+book&#038;tag=synsun0f-20\" title=\"Amazon <a href=\"https:\/\/www.amazon.com\/s?k=python+programming+book&#038;tag=synsun0f-20\" title=\"Amazon \ud30c\uc774\uc36c \ucd94\ucc9c \ub3c4\uc11c\" rel=\"nofollow sponsored\" target=\"_blank\">\ud30c\uc774\uc36c<\/a> \ucd94\ucc9c \ub3c4\uc11c\" rel=\"nofollow sponsored\" target=\"_blank\">\ud30c\uc774\uc36c<\/a> \ucd94\ucc9c \ub3c4\uc11c\" rel=\"nofollow sponsored\" target=\"_blank\">\ud30c\uc774\uc36c<\/a>\uc73c\ub85c Redis \uc5f0\uacb0 \ud480 \uad6c\ud604\ud558\ub294 \ubc29\ubc95 \uc54c\ub824\uc918&quot;)\nprint(result)\n<\/code><\/pre>\n<h3>LM Studio\uac00 \ub9de\ub294 \uacbd\uc6b0<\/h3>\n<ul>\n<li>\ubaa8\ub378 \uc131\ub2a5\uc744 \ube60\ub974\uac8c \ube44\uad50\u00b7\ud3c9\uac00<\/li>\n<li>\ud130\ubbf8\ub110\uc774 \uc775\uc219\ud558\uc9c0 \uc54a\uc740 \ud300\uc6d0\uacfc\uc758 \ud611\uc5c5<\/li>\n<li>\ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc2e4\ud5d8<\/li>\n<li>\uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378(\ube44\uc804) \ud14c\uc2a4\ud2b8<\/li>\n<\/ul>\n<hr \/>\n<h2>Jan: \ud504\ub77c\uc774\ubc84\uc2dc \ud37c\uc2a4\ud2b8 \uc624\ud508\uc18c\uc2a4 \ud074\ub77c\uc774\uc5b8\ud2b8<\/h2>\n<h3>&#8220;\uc774 \uc571\uc774 \uc815\ub9d0 \uc678\ubd80\uc640 \ud1b5\uc2e0 \uc548 \ud558\ub294 \uac70 \ub9de\uc544?&#8221;<\/h3>\n<p>Jan\uc740 \uc644\uc804\ud55c \uc624\ud508\uc18c\uc2a4(MIT \ub77c\uc774\uc120\uc2a4) \ub370\uc2a4\ud06c\ud0d1 \uc571\uc774\ub2e4. Electron \uae30\ubc18\uc774\uba70, \ubc31\uc5d4\ub4dc <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\" rel=\"nofollow sponsored\" target=\"_blank\">\uc11c\ubc84<\/a>\uc640\uc758 \ud1b5\uc2e0\uc744 \ud3ec\ud568\ud55c \ubaa8\ub4e0 \ucf54\ub4dc\uac00 \uacf5\uac1c\ub418\uc5b4 \uc788\ub2e4. \uadf8 \uc9c8\ubb38\uc5d0 &#8220;\uc9c1\uc811 \ucf54\ub4dc \ud655\uc778\ud558\uc138\uc694&#8221;\ub77c\uace0 \ub2f5\ud560 \uc218 \uc788\ub294 \uc720\uc77c\ud55c \ub3c4\uad6c\ub2e4.<\/p>\n<p>\ubcf4\uc548 \uac10\uc0ac\uac00 \ud544\uc694\ud55c \uae30\uc5c5 \ud658\uacbd\uc774\ub77c\uba74 \uc774\uac8c \uacb0\uc815\uc801\uc778 \ucc28\uc774\ub2e4. LM Studio\ub294 \ub6f0\uc5b4\ub09c \ub3c4\uad6c\uc9c0\ub9cc \ud074\ub85c\uc988\ub4dc \uc18c\uc2a4\uace0, Ollama\ub3c4 \uc77c\ubd80 \ucef4\ud3ec\ub10c\ud2b8\ub294 \uacf5\uac1c\ub418\uc9c0 \uc54a\ub294\ub2e4.<\/p>\n<h3>\ud655\uc7a5 \uac00\ub2a5\ud55c \uc544\ud0a4\ud14d\ucc98<\/h3>\n<p>Jan\uc740 Extensions \uc2dc\uc2a4\ud15c\uc744 \uac16\ucd94\uace0 \uc788\uc5b4 \uae30\ub2a5\uc744 \ubaa8\ub4c8 \ubc29\uc2dd\uc73c\ub85c \ucd94\uac00\ud560 \uc218 \uc788\ub2e4. \ub0b4\uc7a5 \ucd94\ub860 \uc5d4\uc9c4(llama.cpp \uae30\ubc18\uc758 Nitro) \uc678\uc5d0 Ollama, TensorRT-LLM \ub4f1 \uc678\ubd80 \uc5d4\uc9c4\uacfc\ub3c4 \uc5f0\ub3d9\ub41c\ub2e4.<\/p>\n<pre><code>Jan \uc544\ud0a4\ud14d\ucc98\n\u251c\u2500\u2500 \ucf54\uc5b4 \uc571 (Electron)\n\u251c\u2500\u2500 Extensions\n\u2502   \u251c\u2500\u2500 Inference Engine (Nitro \/ Ollama \uc5f0\ub3d9)\n\u2502   \u251c\u2500\u2500 Model Hub\n\u2502   \u2514\u2500\u2500 Assistant (\uc2dc\uc2a4\ud15c \ud504\ub86c\ud504\ud2b8 \uad00\ub9ac)\n\u2514\u2500\u2500 Jan AI API (localhost:1337)\n<\/code><\/pre>\n<h3>Jan API \uc0ac\uc6a9\ubc95<\/h3>\n<pre><code class=\"language-bash\"># Jan <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\" rel=\"nofollow sponsored\" target=\"_blank\">\uc11c\ubc84<\/a>\uac00 \uc2e4\ud589 \uc911\uc77c \ub54c\ncurl http:\/\/localhost:1337\/v1\/chat\/completions \\\n  -H &quot;Content-Type: application\/json&quot; \\\n  -d '{\n    &quot;model&quot;: &quot;llama3.3-8b-instruct&quot;,\n    &quot;messages&quot;: [\n      {&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;SQL \uc778\uc81d\uc158 \ubc29\uc5b4 \ucf54\ub4dc \uc608\uc2dc \ubcf4\uc5ec\uc918&quot;}\n    ]\n  }'\n<\/code><\/pre>\n<h3>Jan\uc774 \ub9de\ub294 \uacbd\uc6b0<\/h3>\n<ul>\n<li>\ubcf4\uc548 \uc815\ucc45\uc774 \uc5c4\uaca9\ud55c \uae30\uc5c5 \ub0b4\ubd80 \ud658\uacbd<\/li>\n<li>\uc624\ud508\uc18c\uc2a4 \ub3c4\uad6c\ub9cc\uc744 \ud5c8\uc6a9\ud558\ub294 \uc870\uc9c1<\/li>\n<li>\uc9c1\uc811 \uc18c\uc2a4\ucf54\ub4dc\ub97c \uac80\ud1a0\ud558\uace0 \uc2f6\uc740 \ud300<\/li>\n<li>\ub85c\uceec AI \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub85c \uc77c\uc0c1\uc801\uc778 \uc791\uc5c5 \uc9c0\uc6d0<\/li>\n<\/ul>\n<hr \/>\n<h2>\uc138 \ub3c4\uad6c \uc2e4\uc804 \ube44\uad50<\/h2>\n<h3>\uc131\ub2a5 \ubca4\uce58\ub9c8\ud06c (Llama 3.3 8B, Apple M3 Max \uae30\uc900)<\/h3>\n<table>\n<thead>\n<tr>\n<th>\ud56d\ubaa9<\/th>\n<th>Ollama<\/th>\n<th>LM Studio<\/th>\n<th>Jan<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uccab \ud1a0\ud070 \uc751\ub2f5<\/td>\n<td>0.8\ucd08<\/td>\n<td>1.2\ucd08<\/td>\n<td>1.1\ucd08<\/td>\n<\/tr>\n<tr>\n<td>\ud1a0\ud070 \uc0dd\uc131 \uc18d\ub3c4<\/td>\n<td>48 tok\/s<\/td>\n<td>44 tok\/s<\/td>\n<td>46 tok\/s<\/td>\n<\/tr>\n<tr>\n<td>\uba54\ubaa8\ub9ac \uc624\ubc84\ud5e4\ub4dc<\/td>\n<td>\ub0ae\uc74c<\/td>\n<td>\uc911\uac04<\/td>\n<td>\uc911\uac04<\/td>\n<\/tr>\n<tr>\n<td>\uc124\uce58 \uc6a9\uc774\uc131<\/td>\n<td>\u2605\u2605\u2605\u2605\u2605<\/td>\n<td>\u2605\u2605\u2605\u2605\u2605<\/td>\n<td>\u2605\u2605\u2605\u2605\u2606<\/td>\n<\/tr>\n<tr>\n<td>API \ud1b5\ud569<\/td>\n<td>\u2605\u2605\u2605\u2605\u2605<\/td>\n<td>\u2605\u2605\u2605\u2605\u2606<\/td>\n<td>\u2605\u2605\u2605\u2605\u2606<\/td>\n<\/tr>\n<tr>\n<td>GUI \ud3b8\uc758\uc131<\/td>\n<td>\u2605\u2605\u2606\u2606\u2606<\/td>\n<td>\u2605\u2605\u2605\u2605\u2605<\/td>\n<td>\u2605\u2605\u2605\u2605\u2606<\/td>\n<\/tr>\n<tr>\n<td>\uc624\ud508\uc18c\uc2a4<\/td>\n<td>\ubd80\ubd84<\/td>\n<td>\uc544\ub2c8\uc624<\/td>\n<td>\uc644\uc804<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\uc0c1\ud669\ubcc4 \ucd94\ucc9c \ub3c4\uad6c<\/h3>\n<p><strong>\ubc31\uc5d4\ub4dc\/API <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\" rel=\"nofollow sponsored\" target=\"_blank\">\uc11c\ubc84<\/a>\uc5d0 LLM \ud1b5\ud569<\/strong> \u2192 Ollama<br \/>\n\uac00\uc7a5 \uac00\ubccd\uace0 CLI\/API \uc911\uc2ec \uc124\uacc4. Docker Compose\uc5d0 \uc0ac\uc774\ub4dc\uce74\ub85c \ubd99\uc774\uae30\uc5d0 \ucd5c\uc801.<\/p>\n<p><strong>\ubaa8\ub378 \ud0d0\uc0c9\uacfc \ube60\ub978 \ud504\ub85c\ud1a0\ud0c0\uc774\ud551<\/strong> \u2192 LM Studio<br \/>\nHugging Face\uc5d0\uc11c \ubaa8\ub378\uc744 \uc571 \ub0b4\uc5d0\uc11c \ubc14\ub85c \uac80\uc0c9\ud558\uace0 \ube44\uad50\ud558\ub294 \uacbd\ud5d8\uc774 \uac00\uc7a5 \ub9e4\ub044\ub7fd\ub2e4.<\/p>\n<p><strong>\ubcf4\uc548 \uac10\uc0ac\uac00 \ud544\uc694\ud55c \uae30\uc5c5 \ud658\uacbd<\/strong> \u2192 Jan<br \/>\nMIT \ub77c\uc774\uc120\uc2a4, \uc804\uccb4 \uc18c\uc2a4 \uacf5\uac1c, \uc678\ubd80 \ud1b5\uc2e0 \uc5c6\uc74c\uc744 \ucf54\ub4dc \ub808\ubca8\uc5d0\uc11c \uac80\uc99d \uac00\ub2a5.<\/p>\n<p><strong>\uac1c\uc778 \uc0dd\uc0b0\uc131 \ub3c4\uad6c<\/strong> \u2192 LM Studio \ub610\ub294 Jan<br \/>\n\ub458 \ub2e4 \ucc44\ud305 \uc778\ud130\ud398\uc774\uc2a4\uac00 \uc798 \uac16\ucdb0\uc838 \uc788\ub2e4. LM Studio\ub294 \ud3b8\uc758\uc131, Jan\uc740 \ud22c\uba85\uc131.<\/p>\n<hr \/>\n<h2>\uc2e4\uc804 \ud301: \ub85c\uceec LLM \uc6b4\uc601\uc5d0\uc11c \uc790\uc8fc \ud558\ub294 \uc2e4\uc218<\/h2>\n<h3>1. \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\ub97c \uae30\ubcf8\uac12\uc73c\ub85c \ub450\uae30<\/h3>\n<p>\ub300\ubd80\ubd84\uc758 \ub3c4\uad6c\ub294 \ucee8\ud14d\uc2a4\ud2b8\ub97c 2048~4096 \ud1a0\ud070\uc73c\ub85c \uae30\ubcf8 \uc124\uc815\ud55c\ub2e4. \uae34 \ubb38\uc11c \ucc98\ub9ac\ub098 \uba40\ud2f0\ud134 \ub300\ud654\uc5d0\uc11c \uc774 \uac12\uc774 \ub108\ubb34 \uc791\uc73c\uba74 \uc55e \ub0b4\uc6a9\uc774 \uc798\ub9b0\ub2e4. &#8220;\uc65c \uc774\ub807\uac8c \uae30\uc5b5\uc744 \ubabb \ud558\uc9c0?&#8221; \ud558\uba74\uc11c \uba70\uce60\uc744 \ubcf4\ub0b8 \uc0ac\ub78c\uc774 \ub098\ub2e4.<\/p>\n<pre><code class=\"language-bash\"># Ollama: \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774 \ub298\ub9ac\uae30\nollama run llama3.3:8b --num-ctx 32768\n<\/code><\/pre>\n<h3>2. \uc798\ubabb\ub41c \ucc44\ud305 \ud15c\ud50c\ub9bf \uc801\uc6a9<\/h3>\n<p>GGUF \ubaa8\ub378\uc744 \uc9c1\uc811 llama.cpp\ub85c \uc2e4\ud589\ud560 \ub54c \ucc44\ud305 \ud15c\ud50c\ub9bf\uc744 \uba85\uc2dc\ud558\uc9c0 \uc54a\uc73c\uba74 \uc131\ub2a5\uc774 \ud06c\uac8c \uc800\ud558\ub41c\ub2e4. Ollama\uc640 LM Studio\ub294 \uc790\ub3d9 \uac10\uc9c0\ud558\uc9c0\ub9cc, \uc9c1\uc811 \uc11c\ubc84\ub97c \uc6b4\uc601\ud560 \ub54c\ub294 \uc8fc\uc758\ud574\uc57c \ud55c\ub2e4.<\/p>\n<h3>3. \ubaa8\ub378 \ud06c\uae30\uc640 \uc6a9\ub3c4\uc758 \ubd88\uc77c\uce58<\/h3>\n<p>\ucf54\ub4dc \uc0dd\uc131\uc5d0\ub294 Qwen2.5-Coder\ub098 DeepSeek-Coder-V2\ub97c, \uc77c\ubc18 \ub300\ud654\uc5d0\ub294 Llama 3.3\uc774\ub098 Gemma 3\ub97c, \ud55c\uad6d\uc5b4 \ud2b9\ud654 \uc791\uc5c5\uc5d0\ub294 EXAONE 3.5\ub098 HyperCLOVA \uae30\ubc18 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ud6a8\uc728\uc801\uc774\ub2e4.<\/p>\n<h3>4. GPU \ub808\uc774\uc5b4 \uc124\uc815 \ub204\ub77d<\/h3>\n<p>llama.cpp \uae30\ubc18 \ub3c4\uad6c\uc5d0\uc11c GPU\ub97c \ud65c\uc6a9\ud558\ub824\uba74 \ub808\uc774\uc5b4\ub97c \uba85\uc2dc\uc801\uc73c\ub85c GPU\uc5d0 \uc62c\ub824\uc57c \ud55c\ub2e4. Ollama\ub294 \uc790\ub3d9\uc73c\ub85c \ucc98\ub9ac\ud558\uc9c0\ub9cc, \uc9c1\uc811 API \uc11c\ubc84\ub97c \uc6b4\uc601\ud560 \ub54c:<\/p>\n<pre><code class=\"language-bash\"># llama-server \uc9c1\uc811 \uc2e4\ud589 \uc2dc GPU \ub808\uc774\uc5b4 \uc9c0\uc815\nllama-server \\\n  -m .\/model.gguf \\\n  -ngl 99 \\          # GPU \ub808\uc774\uc5b4 \uc218 (99 = \uc804\uccb4)\n  -c 32768 \\         # \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\n  --port 8080\n<\/code><\/pre>\n<hr \/>\n<h2>\ub9c8\uce58\uba70: \ub85c\uceec LLM\uc740 \uc774\uc81c \uc120\ud0dd\uc774 \uc544\ub2c8\ub2e4<\/h2>\n<p>\uc138 \ub3c4\uad6c\ub97c \uad73\uc774 \ud558\ub098\ub9cc \uc120\ud0dd\ud560 \ud544\uc694\uac00 \uc5c6\ub2e4. \uac1c\ubc1c \uc11c\ubc84\uc5d0\ub294 Ollama\ub97c \ub370\ubaac\uc73c\ub85c \ub744\uc6cc\ub450\uace0, \ub178\ud2b8\ubd81\uc5d0\ub294 LM Studio\ub85c \ubaa8\ub378\uc744 \ud0d0\uc0c9\ud558\uba70, \ud300 \ub0b4 \ubcf4\uc548 \uac80\ud1a0\uc6a9\uc73c\ub85c Jan\uc744 \ubcd1\ud589\ud558\ub294 \ubc29\uc2dd\uc774 \ud604\uc2e4\uc801\uc73c\ub85c \uac00\uc7a5 \ud6a8\uacfc\uc801\uc774\ub2e4. \uc2e4\uc81c\ub85c \ub098\ub294 \uc774 \uc138 \uac00\uc9c0\ub97c \ub3d9\uc2dc\uc5d0 \uc4f0\uace0 \uc788\ub2e4.<\/p>\n<p>2026\ub144 \uae30\uc900\uc73c\ub85c \uc9c4\uc785\uc7a5\ubcbd\uc740 \uc0ac\uc2e4\uc0c1 \uc0ac\ub77c\uc84c\ub2e4. Ollama \ud55c \uc904 \uc124\uce58\ub85c 5\ubd84 \uc548\uc5d0 Llama 3.3\uc744 \ub85c\uceec\uc5d0\uc11c \ub3cc\ub9b4 \uc218 \uc788\uace0, LM Studio\uc758 GUI\ub85c \ubaa8\ub378\uc744 \uace8\ub77c \uc989\uc2dc \ucc44\ud305\ud560 \uc218 \uc788\uc73c\uba70, Jan\uc73c\ub85c \uae30\uc5c5 \ubcf4\uc548 \uc694\uac74\uc744 \ucda9\uc871\ud558\uba74\uc11c AI \uae30\ub2a5\uc744 \ub0b4\uc7ac\ud654\ud560 \uc218 \uc788\ub2e4.<\/p>\n<p><strong>\ubc14\ub85c \uc2dc\uc791\ud558\ub824\uba74:<\/strong> \uc9c0\uae08 \ud130\ubbf8\ub110\uc744 \uc5f4\uace0 <code>curl -fsSL https:\/\/ollama.com\/install.sh | sh<\/code>\ub97c \uc2e4\ud589\ud55c \ub4a4 <code>ollama run llama3.3:8b<\/code>\ub97c \uc785\ub825\ud574\ubcf4\uc790. 30\ubd84 \uc548\uc5d0 \ub2f9\uc2e0\uc758 \ub85c\uceec \uba38\uc2e0\uc5d0\uc11c LLM\uc774 \ub3cc\uc544\uac00\uace0 \uc788\uc744 \uac83\uc774\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026\ub144 \ub85c\uceec LLM \uc2e4\ud589\ud558\uae30: Ollama, LM Studio, Jan \uc644\ubcbd \uac00\uc774\ub4dc \ud074\ub77c\uc6b0\ub4dc API \uccad\uad6c\uc11c\ub97c \ubc1b\uace0 \uba4d\ud558\ub2c8 \uccd0\ub2e4\ubcf8 \uacbd\ud5d8\uc774 \uc788\ub2e4\uba74, \uc774 \uae00\uc774 \ub9de\ub2e4. \ub098\ub294 \uc0ac\uc774\ub4dc \ud504\ub85c\uc81d\ud2b8\uc5d0 GPT-4o\ub97c \ubd99\uc600\ub2e4\uac00 \uccab \ub2ec \uccad\uad6c\uc11c \ubcf4\uace0 \ubc14\ub85c \ub85c\uceec\ub85c \uac08\uc544\ud0d4\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[2,3],"tags":[],"class_list":["post-7","post","type-post","status-publish","format-standard","hentry","category-ai-","category-3"],"_links":{"self":[{"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/posts\/7","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/comments?post=7"}],"version-history":[{"count":17,"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/posts\/7\/revisions"}],"predecessor-version":[{"id":288,"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/posts\/7\/revisions\/288"}],"wp:attachment":[{"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/media?parent=7"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/categories?post=7"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.rebalai.com\/ko\/wp-json\/wp\/v2\/tags?post=7"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}