{"id":1559,"date":"2026-10-29T18:32:51","date_gmt":"2026-10-29T09:32:51","guid":{"rendered":"https:\/\/www.wetch.co.jp\/ai\/?p=1559"},"modified":"2026-10-29T18:32:51","modified_gmt":"2026-10-29T09:32:51","slug":"%e3%82%aa%e3%83%bc%e3%83%97%e3%83%b3llm%e5%8b%95%e5%90%91%ef%bc%9adeepseek-v4-1-flash-1017%e3%83%bbqwen3-8%e5%85%ac%e9%96%8b%e3%83%bb%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%83%a9%e3%83%b3%e3%82%bf","status":"publish","type":"post","link":"https:\/\/www.wetch.co.jp\/ai\/2026\/10\/29\/%e3%82%aa%e3%83%bc%e3%83%97%e3%83%b3llm%e5%8b%95%e5%90%91%ef%bc%9adeepseek-v4-1-flash-1017%e3%83%bbqwen3-8%e5%85%ac%e9%96%8b%e3%83%bb%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%83%a9%e3%83%b3%e3%82%bf\/","title":{"rendered":"\u30aa\u30fc\u30d7\u30f3LLM\u52d5\u5411\uff1aDeepSeek V4.1-Flash-1017\u30fbQwen3.8\u516c\u958b\u30fb\u30ed\u30fc\u30ab\u30eb\u30e9\u30f3\u30bf\u30a4\u30e0\u6bd4\u8f03\u30fbEmbeddingGemma 2\uff082026\u5e7410\u670828\u65e5\uff09"},"content":{"rendered":"<p><em>\u4eca\u9031\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30ed\u30fc\u30ab\u30ebLLM\u9818\u57df\u306f\u3001DeepSeek\u306e\u9ad8\u901f\u30e2\u30c7\u30eb\u66f4\u65b0\u3001Qwen3.8\u306e\u30aa\u30fc\u30d7\u30f3\u516c\u958b\u3001\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u66f4\u65b0\u3001Google\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebEmbedding\u516c\u958b\u304c\u4e2d\u5fc3\u3067\u3057\u305f\u3002\u81ea\u793e\u74b0\u5883\u3067\u52d5\u304b\u305b\u308b\u30e2\u30c7\u30eb\u306e\u9078\u629e\u80a2\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/em><\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.wetch.co.jp\/ai\/wp-content\/uploads\/2026\/06\/ill-oss.png\" alt=\"\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u306e\u30a4\u30e1\u30fc\u30b8\"\/><\/figure>\n<h2>DeepSeek V4.1-Flash-1017\uff1a\u540c\u540dAPI\u306e\u88cf\u3067\u6027\u80fd\u3092\u66f4\u65b0<\/h2>\n<p><a href=\"https:\/\/www.deepseek.com\/\" target=\"_blank\" rel=\"noopener\">DeepSeek<\/a>\u306f10\u670817\u65e5\u3001\u9ad8\u901f\u30c6\u30a3\u30a2\u306e\u30e2\u30c7\u30eb\u3092 V4.1-Flash-1017 \u306b\u66f4\u65b0\u3057\u307e\u3057\u305f\u3002API\u306e\u8b58\u5225\u5b50 <code>deepseek-flash<\/code> \u306f\u305d\u306e\u307e\u307e\u3067\u3001\u4e2d\u8eab\u3060\u3051\u304c\u5dee\u3057\u66ff\u308f\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>552B\u898f\u6a21\u306eMoE\uff08\u30a2\u30af\u30c6\u30a3\u30d68B\uff09\u3001\u6700\u59271M\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u306e\u7406\u89e3\u306b\u5bfe\u5fdc<\/li>\n<li>DeepSWE v1.1 \u306e\u30b9\u30b3\u30a2\u306f74.2\u304b\u308977.0\u306b\u5411\u4e0a\uff08\u5831\u544a\u30d9\u30fc\u30b9\uff09<\/li>\n<li>\u91cd\u307f\u306f <a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V4.1-Flash\" target=\"_blank\" rel=\"noopener\">Hugging Face<\/a> \u3067MIT\u30e9\u30a4\u30bb\u30f3\u30b9\u516c\u958b<\/li>\n<\/ul>\n<p>\u30d6\u30e9\u30f3\u30c9\u540d\u3084\u30d0\u30fc\u30b8\u30e7\u30f3\u756a\u53f7\u3092\u5909\u3048\u305a\u306b\u6539\u5584\u3059\u308b\u904b\u7528\u306a\u306e\u3067\u3001API\u3067\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u6319\u52d5\u306e\u5909\u5316\u3092\u81ea\u524d\u306e\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3068\u5b89\u5168\u3067\u3059\u3002<\/p>\n<p>\u51fa\u5178: <a href=\"https:\/\/www.nocode.mba\/ai-release-tracker\/releases\/deepseek-v4-1-flash\" target=\"_blank\" rel=\"noopener\">No Code MBA<\/a> \/ <a href=\"https:\/\/shattered.io\/deepseek-v4-1-flash-1017-deepswe-77-search-api-2026\" target=\"_blank\" rel=\"noopener\">shattered.io<\/a><\/p>\n<h2>Qwen3.8\uff1aMax\u7d1a\u30e2\u30c7\u30eb\u304c\u521d\u3081\u3066\u30aa\u30fc\u30d7\u30f3\u306b<\/h2>\n<p><a href=\"https:\/\/github.com\/QwenLM\/Qwen3.8\" target=\"_blank\" rel=\"noopener\">Qwen3.8<\/a>\uff08Alibaba\uff09\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u306f\u300cQwen-Max\u7d1a\u306e\u30e2\u30c7\u30eb\u3092\u521d\u3081\u3066\u30aa\u30fc\u30d7\u30f3\u516c\u958b\u3057\u305f\u300d\u3068\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u7814\u7a76\u3001\u9577\u6642\u9593\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f5c\u696d\u306e\u6539\u5584\u3092\u63b2\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30e2\u30c7\u30eb<\/th>\n<th>\u516c\u958b\u65e5<\/th>\n<th>\u5099\u8003<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Qwen3.8-2.4T-A95B<\/td>\n<td>8\u670812\u65e5<\/td>\n<td>\u30d5\u30e9\u30c3\u30b0\u30b7\u30c3\u30d7\uff08FP8\u7248\u3082\u3042\u308a\uff09<\/td>\n<\/tr>\n<tr>\n<td>Qwen3.8-27B<\/td>\n<td>8\u670814\u65e5<\/td>\n<td>\u30ed\u30fc\u30ab\u30eb\u30fb\u5c0f\u898f\u6a21\u30b5\u30fc\u30d0\u30fc\u5411\u3051\u306e\u73fe\u5b9f\u7684\u306a\u30b5\u30a4\u30ba<\/td>\n<\/tr>\n<tr>\n<td>Qwen3.8-Flash-Next<\/td>\n<td>Hugging Face\u4e0a\u3067\u78ba\u8a8d<\/td>\n<td>FP8\u7248\u3082\u3042\u308a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u914d\u4fe1\u306b\u306fvLLM\u3084TokenSpeed\u306e\u30ec\u30b7\u30d4\u304c\u3042\u308a\u3001OpenAI\u4e92\u63dbAPI\u3068\u3057\u3066\u7acb\u3066\u3089\u308c\u307e\u3059\u3002\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u91cd\u307f\u306b\u540c\u68b1\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f Unsloth\u3001Swift\u3001Llama-Factory \u304c\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u51fa\u5178: <a href=\"https:\/\/github.com\/QwenLM\/Qwen3.8\" target=\"_blank\" rel=\"noopener\">QwenLM\/Qwen3.8 (GitHub)<\/a> \/ <a href=\"https:\/\/huggingface.co\/Qwen\" target=\"_blank\" rel=\"noopener\">Qwen on Hugging Face<\/a><\/p>\n<h2>\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u6700\u65b0\u72b6\u6cc1<\/h2>\n<p>\u8907\u6570\u306e\u89e3\u8aac\u8a18\u4e8b\u306b\u3088\u308b\u3068\u3001<a href=\"https:\/\/ollama.com\/\" target=\"_blank\" rel=\"noopener\">Ollama<\/a>\u3001<a href=\"https:\/\/lmstudio.ai\/\" target=\"_blank\" rel=\"noopener\">LM Studio<\/a>\u3001<a href=\"https:\/\/github.com\/ggml-org\/llama.cpp\" target=\"_blank\" rel=\"noopener\">llama.cpp<\/a>\u3001<a href=\"https:\/\/docs.vllm.ai\/\" target=\"_blank\" rel=\"noopener\">vLLM<\/a> \u306e\u4f7f\u3044\u5206\u3051\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\u30d0\u30fc\u30b8\u30e7\u30f3\u8868\u8a18\u306f\u8a18\u4e8b\u3054\u3068\u306b\u5dee\u304c\u3042\u308b\u305f\u3081\u76ee\u5b89\u3068\u3057\u3066\u898b\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30c4\u30fc\u30eb<\/th>\n<th>\u5f79\u5272<\/th>\n<th>\u30e9\u30a4\u30bb\u30f3\u30b9\u30fb\u8cbb\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ollama<\/td>\n<td>\u30c7\u30fc\u30e2\u30f3\u30fbCLI\u30fbAPI\u3002\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30f3\u3082\u63d0\u4f9b<\/td>\n<td>MIT\u3002\u30ed\u30fc\u30ab\u30eb\u5229\u7528\u306f\u7121\u6599<\/td>\n<\/tr>\n<tr>\n<td>LM Studio<\/td>\n<td>\u30c7\u30b9\u30af\u30c8\u30c3\u30d7GUI\u3068\u30ed\u30fc\u30ab\u30eb\u30b5\u30fc\u30d0\u30fc<\/td>\n<td>\u30a2\u30d7\u30ea\u306f\u30af\u30ed\u30fc\u30ba\u30c9\u3002\u500b\u4eba\u30fb\u793e\u5185\u5229\u7528\u306f\u7121\u6599<\/td>\n<\/tr>\n<tr>\n<td>llama.cpp<\/td>\n<td>GGUF\u91cf\u5b50\u5316\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059C\/C++\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3<\/td>\n<td>MIT\u3002\u7121\u6599<\/td>\n<\/tr>\n<tr>\n<td>vLLM<\/td>\n<td>GPU\u5411\u3051\u306e\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306a\u914d\u4fe1<\/td>\n<td>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3002\u7121\u6599<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li>Ollama\u306f10\u670824\u65e5\u4ed8\u3067v0.40\u7cfb\u30022026\u5e748\u670831\u65e5\u304b\u3089\u30af\u30e9\u30a6\u30c9\u5229\u7528\u306f\u30c8\u30fc\u30af\u30f3\u8ab2\u91d1\u3067\u3059<\/li>\n<li>Ollama\u306e\u30ed\u30fc\u30ab\u30ebAPI\u306f\u65e2\u5b9a\u3067\u8a8d\u8a3c\u306a\u3057\u3067\u3059\u3002\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u516c\u958b\u3059\u308b\u5834\u5408\u306f\u8a8d\u8a3c\u4ed8\u304d\u306e\u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u3092\u7f6e\u3044\u3066\u304f\u3060\u3055\u3044<\/li>\n<li>Apple Silicon\u3067\u306fMLX\u304c\u9ad8\u901f\u3068\u3044\u3046\u5831\u544a\u304c\u3042\u308a\u3001Ollama\u3082MLX\u30a8\u30f3\u30b8\u30f3\u3092\u4f75\u7528\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n<p>\u51fa\u5178: <a href=\"https:\/\/shattered.io\/ollama-vs-lm-studio-vs-llama-cpp-vs-vllm-local-llm-runtimes-2026\" target=\"_blank\" rel=\"noopener\">shattered.io<\/a> \/ <a href=\"https:\/\/tech-insider.org\/ca\/lm-studio-vs-ollama-vs-llama-cpp-2026\" target=\"_blank\" rel=\"noopener\">Tech Insider<\/a><\/p>\n<h2>EmbeddingGemma 2\uff1a\u97f3\u58f0\u30fb\u753b\u50cf\u30fb\u52d5\u753b\u307e\u30671\u3064\u306e\u7a7a\u9593\u3067\u691c\u7d22<\/h2>\n<p>Google\u306f<a href=\"https:\/\/ai.google.dev\/gemma\" target=\"_blank\" rel=\"noopener\">Gemma<\/a> 4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u57fa\u306b\u3057\u305f EmbeddingGemma 2 \u3092\u3001Apache 2.0\u3067\u516c\u958b\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>740M\u30d1\u30e9\u30e1\u30fc\u30bf\u3002\u30c6\u30ad\u30b9\u30c8\u306e\u307f\u306a\u3089270M\u3001\u753b\u50cf(170M)\u3068\u97f3\u58f0(300M)\u306e\u30a8\u30f3\u30b3\u30fc\u30c0\u306f\u4efb\u610f\u3067\u8ffd\u52a0<\/li>\n<li>\u30b3\u30fc\u30c9\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u97f3\u58f0\u3092\u5171\u901a\u306eEmbedding\u7a7a\u9593\u306b\u8f09\u305b\u308b\u3002\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306f8K<\/li>\n<li>\u91cf\u5b50\u5316\u3059\u308b\u3068\u3001Pixel 11 Pro\u3067\u30c6\u30ad\u30b9\u30c8\u306e\u307f\u7d04191MB\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5168\u4f53\u3067\u7d04567MB\u306eRAM<\/li>\n<li>Matryoshka\u8868\u73fe\u5b66\u7fd2\u3067768\u6b21\u5143\u3092512\u30fb256\u30fb128\u6b21\u5143\u306b\u5207\u308a\u8a70\u3081\u3089\u308c\u3001\u6700\u59276\u500d\u306e\u4fdd\u5b58\u5bb9\u91cf\u524a\u6e1b<\/li>\n<\/ul>\n<p>\u7aef\u672b\u5185\u3067\u5b8c\u7d50\u3059\u308b\u30e1\u30c7\u30a3\u30a2\u691c\u7d22\u3084\u30ed\u30fc\u30ab\u30ebRAG\u306e\u90e8\u54c1\u3068\u3057\u3066\u4f7f\u3044\u3084\u3059\u3044\u30e2\u30c7\u30eb\u3067\u3059\u3002\u91cd\u307f\u306f Hugging Face \u3068 Kaggle \u3067\u914d\u5e03\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u51fa\u5178: <a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/developers-tools\/embeddinggemma-2\" target=\"_blank\" rel=\"noopener\">Google\u516c\u5f0f\u30d6\u30ed\u30b0<\/a><\/p>\n<hr \/>\n<h2>\u4e3b\u306a\u60c5\u5831\u6e90<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.nocode.mba\/ai-release-tracker\/releases\/deepseek-v4-1-flash\" target=\"_blank\" rel=\"noopener\">No Code MBA: DeepSeek V4.1 Flash<\/a><\/li>\n<li><a href=\"https:\/\/shattered.io\/deepseek-v4-1-flash-1017-deepswe-77-search-api-2026\" target=\"_blank\" rel=\"noopener\">shattered.io: DeepSeek V4.1-Flash-1017<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/QwenLM\/Qwen3.8\" target=\"_blank\" rel=\"noopener\">GitHub: QwenLM\/Qwen3.8<\/a><\/li>\n<li><a href=\"https:\/\/shattered.io\/ollama-vs-lm-studio-vs-llama-cpp-vs-vllm-local-llm-runtimes-2026\" target=\"_blank\" rel=\"noopener\">shattered.io: \u30ed\u30fc\u30ab\u30ebLLM\u30e9\u30f3\u30bf\u30a4\u30e0\u6bd4\u8f03<\/a><\/li>\n<li><a href=\"https:\/\/tech-insider.org\/ca\/lm-studio-vs-ollama-vs-llama-cpp-2026\" target=\"_blank\" rel=\"noopener\">Tech Insider: LM Studio vs Ollama vs llama.cpp<\/a><\/li>\n<li><a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/developers-tools\/embeddinggemma-2\" target=\"_blank\" rel=\"noopener\">Google: EmbeddingGemma 2<\/a><\/li>\n<\/ul>\n<p><small>\u5404\u30b5\u30fc\u30d3\u30b9\u306f\u63d0\u4f9b\u5143\u306e\u898f\u7d04\u306b\u5f93\u3063\u3066\u3054\u5229\u7528\u304f\u3060\u3055\u3044\u3002\u60c5\u5831\u306f\u5404\u60c5\u5831\u6e90\u306e\u516c\u958b\u6642\u70b9\u306e\u3082\u306e\u3067\u3059\u3002\u53ce\u96c6\u30fb\u8981\u7d04\u306fAI\u3001\u516c\u958b\u5224\u65ad\u306f\u4eba\u3002<\/small><\/p>\n","protected":false},"excerpt":{"rendered":"<p>DeepSeek\u306e\u9ad8\u901f\u30e2\u30c7\u30eb\u66f4\u65b0\u3001Qwen3.8\u306e\u30aa\u30fc\u30d7\u30f3\u516c\u958b\u3001Ollama\u30fbLM Studio\u7b49\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u52d5\u5411\u3001Google\u306eEmbeddingGemma 2\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"author":1,"featured_media":58,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"page_builder":"","footnotes":""},"categories":[46],"tags":[],"class_list":["post-1559","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aillm"],"_links":{"self":[{"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/posts\/1559","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/comments?post=1559"}],"version-history":[{"count":1,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/posts\/1559\/revisions"}],"predecessor-version":[{"id":1568,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/posts\/1559\/revisions\/1568"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/media\/58"}],"wp:attachment":[{"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/media?parent=1559"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/categories?post=1559"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/tags?post=1559"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}