LLM・LLM活用 Advent Calendar 2025

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Category：AI & ML & Data Science

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@sald_ra

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LLM(大規模言語モデル)

大規模言語モデルに関連する技術について投稿するアドベントカレンダーです。事前学習、ファインチューニングといった大規模言語モデル自体の話だけでなく、データセット作成やプロンプト関連、サービス適用、AIキャラクター、AITuber、論文紹介、Kaggleなど何でもOKです！（noteやZennなどの他媒体からも投稿可能です）

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Series 1

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
30	@peony_snow 【「液体時間定数」という新潮流】LFM2の解説・最新線形アーキテクチャ（Mamba2など）の統合的理解・状態空間モデルの高速実装要点 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@osakana_osakana MATRIX-Genでマルチターンの日本語合成データを作る Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@RNA4219 Windows環境でLLMエージェント開発環境を10ドルで構築した話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kabayan いまさら1650でがんばる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kokuren333 自分のTweetを学習させてクローンLLMを作りたい Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@YasunaCoffee ローカルAIに向き合う展示会参加レポ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@menon ACORNで実現する“フィルタ条件に強い”ハイブリッド検索 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@masaishi あなたの日本語は LLM にどう見えている？-tiktoken実装を追う- Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@tosi 「検証しやすい探索問題」はAIエージェントと相性がよさそうな話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@peony_snow 学習時間30分・コスト$10以上削減した高速Nanochatリポジトリを開発したお話＋日本語英語バイリンガル対応 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@tomoasleep LM Studio Plugin を使って LM Studio から別の LM Studio に接続する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kevin28gou Jetson Thorで始めるSSLM(super smol languages model)モデル構築 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@NaokiKenmochi 個人開発でGoogleカレンダー連携アプリを作ったら「Unverified App」の壁にぶつかった話【Google審査突破ガイド2025】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@deratege DS916+で現実的に動く軽量LLM環境 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@temori1919 AI時代のSpec-Driven Development：仕様駆動で始める設計ファースト開発【途中経過】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@sakusakumura がんばる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@weak-kajuma 今の研究内容かなにか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kanosawa 「LLMで会話と選択肢を生成するノベルゲーム」をインディーゲーム展示会に出展した話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@milktear 【SynthPresetGenerator】シンセサイザーのプリセットを自然言語から作り出す Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Riti0208 未定 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@selllous 大規模言語モデルを自作しよう Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Aratako 何かを書く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@oboroge0 AIキャラの何か Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ApfelSchorle クリボッチでもTRPGでPL複数人必要なシナリオを遊びたい Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@sald_ra LLMのなんか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27

@peony_snow
【「液体時間定数」という新潮流】LFM2の解説・最新線形アーキテクチャ（Mamba2など）の統合的理解・状態空間モデルの高速実装要点
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@osakana_osakana
MATRIX-Genでマルチターンの日本語合成データを作る
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@RNA4219
Windows環境でLLMエージェント開発環境を10ドルで構築した話
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@kabayan
いまさら1650でがんばる
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@kokuren333
自分のTweetを学習させてクローンLLMを作りたい
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@YasunaCoffee
ローカルAIに向き合う展示会参加レポ
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@menon
ACORNで実現する“フィルタ条件に強い”ハイブリッド検索
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@masaishi
あなたの日本語は LLM にどう見えている？-tiktoken実装を追う-
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@tosi
「検証しやすい探索問題」はAIエージェントと相性がよさそうな話
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@peony_snow
学習時間30分・コスト$10以上削減した高速Nanochatリポジトリを開発したお話＋日本語英語バイリンガル対応
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@tomoasleep
LM Studio Plugin を使って LM Studio から別の LM Studio に接続する
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@kevin28gou
Jetson Thorで始めるSSLM(super smol languages model)モデル構築
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@NaokiKenmochi
個人開発でGoogleカレンダー連携アプリを作ったら「Unverified App」の壁にぶつかった話【Google審査突破ガイド2025】
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@deratege
DS916+で現実的に動く軽量LLM環境
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@temori1919
AI時代のSpec-Driven Development：仕様駆動で始める設計ファースト開発【途中経過】
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@sakusakumura
がんばる
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@weak-kajuma
今の研究内容かなにか
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@kanosawa
「LLMで会話と選択肢を生成するノベルゲーム」をインディーゲーム展示会に出展した話
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@milktear
【SynthPresetGenerator】シンセサイザーのプリセットを自然言語から作り出す
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@Riti0208
未定
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@selllous
大規模言語モデルを自作しよう
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@Aratako
何かを書く
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@oboroge0
AIキャラの何か
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@ApfelSchorle
クリボッチでもTRPGでPL複数人必要なシナリオを遊びたい
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@sald_ra
LLMのなんか
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Series 2

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
30	@AI_Beginner_Note Codex CLIとBright Data MCPの連携でInstagramとGoogle Mapのデータを収集してみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Isaka-code NVIDIA GPUの温度をPythonで取得する方法 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Taimo Claude CodeをKaggleで使いこなすための「環境整備」を考える Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@motoh_qiita Radiko MCPサーバーの作り方 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Isaka-code 非公式ベンチマーク"CodeGolfBench"を開発した話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Xudev ローカル LLM でコード補完エディタを作った話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Isaka-code LLMが出力したテキストのリストから最も良いテキストを選択する方法 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@IzumiLP 【逆DPO】人類史上「最悪のLLM」を錬成してみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@milanotukamoto 縦ヤ横二　ソロウ街 ~ ひらがなの全46文字をちょうど1回ずつ使う文章の自動生成 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hirano-yuto 生成AIの仕組みを「なんとなく」理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Isaka-code PLaMo APIで多言語翻訳してみた！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@e52yamada Claude, Gemini, gptの画像トークン計算と料金目安 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Isaka-code 自作ベンチマークでGPT-5.2, Gemini 3, Claude Opus 4.5を評価してみた！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@yutowac 何か書きます Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KJ0513 Gemini+マルチモーダルでいい感じにする話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@t_serizawa RTX3060でゼロからLLMを事前学習したらどうなるのか？青空文庫で検証してみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yuji-arakawa AIエージェントに騙された？そんなあなたに、ディープエージェント入門 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@dormant_aka LLM を賢くする「Federated LoRA (連合学習)」の実装 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@arugo11 技術書典にLLM開発コンペのレポ本を出してみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@dormant_aka 【10日LLM挑戦の二】「それっぽい回答」からの脱却 — 確実な情報検索を実現する: Hybrid SearchとRe-rankingの実装戦略 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Isaka-code Kaggle MAPコンペを用いたGemma 3の性能評価 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kukoinari Geminiで作る営業資料！もう人の手はいらない... Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hayakawagomi やるきあり Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@youtoy 何か書きます Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@arugo11 NCCL Timeoutについて Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27

@AI_Beginner_Note
Codex CLIとBright Data MCPの連携でInstagramとGoogle Mapのデータを収集してみた
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@Isaka-code
NVIDIA GPUの温度をPythonで取得する方法
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@Taimo
Claude CodeをKaggleで使いこなすための「環境整備」を考える
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@motoh_qiita
Radiko MCPサーバーの作り方
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@Isaka-code
非公式ベンチマーク"CodeGolfBench"を開発した話
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@Xudev
ローカル LLM でコード補完エディタを作った話
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@Isaka-code
LLMが出力したテキストのリストから最も良いテキストを選択する方法
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@IzumiLP
【逆DPO】人類史上「最悪のLLM」を錬成してみた
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@milanotukamoto
縦ヤ横二　ソロウ街 ~ ひらがなの全46文字をちょうど1回ずつ使う文章の自動生成
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@hirano-yuto
生成AIの仕組みを「なんとなく」理解する
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@Isaka-code
PLaMo APIで多言語翻訳してみた！
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@e52yamada
Claude, Gemini, gptの画像トークン計算と料金目安
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@Isaka-code
自作ベンチマークでGPT-5.2, Gemini 3, Claude Opus 4.5を評価してみた！
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@yutowac
何か書きます
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@KJ0513
Gemini+マルチモーダルでいい感じにする話
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@t_serizawa
RTX3060でゼロからLLMを事前学習したらどうなるのか？青空文庫で検証してみた
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@yuji-arakawa
AIエージェントに騙された？そんなあなたに、ディープエージェント入門
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@dormant_aka
LLM を賢くする「Federated LoRA (連合学習)」の実装
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@arugo11
技術書典にLLM開発コンペのレポ本を出してみた
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@dormant_aka
【10日LLM挑戦の二】「それっぽい回答」からの脱却 — 確実な情報検索を実現する: Hybrid SearchとRe-rankingの実装戦略
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@Isaka-code
Kaggle MAPコンペを用いたGemma 3の性能評価
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@kukoinari
Geminiで作る営業資料！もう人の手はいらない...
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@hayakawagomi
やるきあり
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@youtoy
何か書きます
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@arugo11
NCCL Timeoutについて
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Series 3

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
30	@kotauchisunsun AI Coding Agentのハイブリッドユース化の流れか。　～データで見る2025年11月のAI Codingの動向まとめ～ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@tsukasa_japan AIと進める年末調整〜住宅ローン控除申請チャレンジ〜 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@cynthia-brightdata 【衝撃】AI開発の隠れた主戦場：2,090億ドル市場を支えるWebデータインフラの正体 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@SousiOmine GPT-OSSに無理やりNSFWを学習させてみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@takulabo ローカルLLMの構築について Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Umibows ClaudeのProgrammatic Tool Calling (PTC)はFunction Callingとは違うのか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@mura_beng LLMで実現する週次パーソナルコーチング：レビューコメントを活用したエンジニア成長支援の仕組み Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@42penta 【MT講義#2】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@okayurisotto AI翻訳は万能ではない——誤訳に備え、人間の推理力をも活用していこう Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ABlackComputer 自分が書いた技術記事の英訳をしてみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@nyullsiza X(旧Twitter) 、Gemini 、NotebookLMを使って考えを深める Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Kuroyanagi96 【検証】夜泣き対応で絶望したので、娘の泣き声を最新LLMに「翻訳」させてみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@rmrf Difyの更新競合が怖くて悲観ロック(物理)を取っている件について Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@32nakamoto LLM for scientific discovery （科学研究のためのLLM） Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@42penta 【MT講義#3】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Isaka-code DeepSeek-R1でテキストクラスタリングしてみる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@e52yamada Lobe chat使ってみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@senba_pH08 何か書きます Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kuto LLM x 強化学習について書きます Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Isaka-code Kaggle MAPコンペのオリジナルデータと合成データの比較 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@wakadori_ai エンジニア×イラストレーターのキャリアについて Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@42penta 【MT講義#4】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ohida 何かつくる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yasukikudan TransformerのPFFNの解説記事を書きます Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@42penta 【MT特論】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27

@kotauchisunsun
AI Coding Agentのハイブリッドユース化の流れか。　～データで見る2025年11月のAI Codingの動向まとめ～
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@tsukasa_japan
AIと進める年末調整〜住宅ローン控除申請チャレンジ〜
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@cynthia-brightdata
【衝撃】AI開発の隠れた主戦場：2,090億ドル市場を支えるWebデータインフラの正体
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@SousiOmine
GPT-OSSに無理やりNSFWを学習させてみた
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@takulabo
ローカルLLMの構築について
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@Umibows
ClaudeのProgrammatic Tool Calling (PTC)はFunction Callingとは違うのか
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@mura_beng
LLMで実現する週次パーソナルコーチング：レビューコメントを活用したエンジニア成長支援の仕組み
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@42penta
【MT講義#2】
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@okayurisotto
AI翻訳は万能ではない——誤訳に備え、人間の推理力をも活用していこう
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@ABlackComputer
自分が書いた技術記事の英訳をしてみた
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@nyullsiza
X(旧Twitter) 、Gemini 、NotebookLMを使って考えを深める
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@Kuroyanagi96
【検証】夜泣き対応で絶望したので、娘の泣き声を最新LLMに「翻訳」させてみた
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@rmrf
Difyの更新競合が怖くて悲観ロック(物理)を取っている件について
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@32nakamoto
LLM for scientific discovery （科学研究のためのLLM）
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@42penta
【MT講義#3】
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@Isaka-code
DeepSeek-R1でテキストクラスタリングしてみる
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@e52yamada
Lobe chat使ってみた
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@senba_pH08
何か書きます
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@kuto
LLM x 強化学習について書きます
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@Isaka-code
Kaggle MAPコンペのオリジナルデータと合成データの比較
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@wakadori_ai
エンジニア×イラストレーターのキャリアについて
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@42penta
【MT講義#4】
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@ohida
何かつくる
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@yasukikudan
TransformerのPFFNの解説記事を書きます
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@42penta
【MT特論】
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30	@peony_snow 【「液体時間定数」という新潮流】LFM2の解説・最新線形アーキテクチャ（Mamba2など）の統合的理解・状態空間モデルの高速実装要点 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@osakana_osakana MATRIX-Genでマルチターンの日本語合成データを作る Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@RNA4219 Windows環境でLLMエージェント開発環境を10ドルで構築した話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kabayan いまさら1650でがんばる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kokuren333 自分のTweetを学習させてクローンLLMを作りたい Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@YasunaCoffee ローカルAIに向き合う展示会参加レポ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@menon ACORNで実現する“フィルタ条件に強い”ハイブリッド検索 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@masaishi あなたの日本語は LLM にどう見えている？-tiktoken実装を追う- Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@tosi 「検証しやすい探索問題」はAIエージェントと相性がよさそうな話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@peony_snow 学習時間30分・コスト$10以上削減した高速Nanochatリポジトリを開発したお話＋日本語英語バイリンガル対応 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@tomoasleep LM Studio Plugin を使って LM Studio から別の LM Studio に接続する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kevin28gou Jetson Thorで始めるSSLM(super smol languages model)モデル構築 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@NaokiKenmochi 個人開発でGoogleカレンダー連携アプリを作ったら「Unverified App」の壁にぶつかった話【Google審査突破ガイド2025】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@deratege DS916+で現実的に動く軽量LLM環境 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@temori1919 AI時代のSpec-Driven Development：仕様駆動で始める設計ファースト開発【途中経過】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@sakusakumura がんばる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@weak-kajuma 今の研究内容かなにか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kanosawa 「LLMで会話と選択肢を生成するノベルゲーム」をインディーゲーム展示会に出展した話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@milktear 【SynthPresetGenerator】シンセサイザーのプリセットを自然言語から作り出す Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Riti0208 未定 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@selllous 大規模言語モデルを自作しよう Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Aratako 何かを書く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@oboroge0 AIキャラの何か Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ApfelSchorle クリボッチでもTRPGでPL複数人必要なシナリオを遊びたい Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@sald_ra LLMのなんか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27

@peony_snow
【「液体時間定数」という新潮流】LFM2の解説・最新線形アーキテクチャ（Mamba2など）の統合的理解・状態空間モデルの高速実装要点
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@osakana_osakana
MATRIX-Genでマルチターンの日本語合成データを作る
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@RNA4219
Windows環境でLLMエージェント開発環境を10ドルで構築した話
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@kabayan
いまさら1650でがんばる
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@kokuren333
自分のTweetを学習させてクローンLLMを作りたい
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@YasunaCoffee
ローカルAIに向き合う展示会参加レポ
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@menon
ACORNで実現する“フィルタ条件に強い”ハイブリッド検索
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@masaishi
あなたの日本語は LLM にどう見えている？-tiktoken実装を追う-
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@tosi
「検証しやすい探索問題」はAIエージェントと相性がよさそうな話
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@peony_snow
学習時間30分・コスト$10以上削減した高速Nanochatリポジトリを開発したお話＋日本語英語バイリンガル対応
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@tomoasleep
LM Studio Plugin を使って LM Studio から別の LM Studio に接続する
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@kevin28gou
Jetson Thorで始めるSSLM(super smol languages model)モデル構築
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@NaokiKenmochi
個人開発でGoogleカレンダー連携アプリを作ったら「Unverified App」の壁にぶつかった話【Google審査突破ガイド2025】
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@deratege
DS916+で現実的に動く軽量LLM環境
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@temori1919
AI時代のSpec-Driven Development：仕様駆動で始める設計ファースト開発【途中経過】
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@sakusakumura
がんばる
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@weak-kajuma
今の研究内容かなにか
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@kanosawa
「LLMで会話と選択肢を生成するノベルゲーム」をインディーゲーム展示会に出展した話
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@milktear
【SynthPresetGenerator】シンセサイザーのプリセットを自然言語から作り出す
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@Riti0208
未定
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@selllous
大規模言語モデルを自作しよう
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@Aratako
何かを書く
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@oboroge0
AIキャラの何か
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@ApfelSchorle
クリボッチでもTRPGでPL複数人必要なシナリオを遊びたい
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@sald_ra
LLMのなんか
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LLM・LLM活用 Advent Calendar 2025

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