「機械学習（AI）」カテゴリーアーカイブ

続・あなたのPCで簡単AI。長いテキストの特徴量抽出をするには?

A minimalist, flat-style illustration of a robot sitting at a desk, holding a magnifying glass and comparing two documents side by side. The robot has a thoughtful expression, and the documents have simple graphics of products. An interested customer sits across the desk, eagerly listening to the robot's recommendations. The setting is clean and professional, with muted tones and a calm atmosphere. Illustrated by ChatGPT and DALL-E.

機械学習（AI）のツールであるSentence Transformerを活用し、PCで長文処理を行う方法を解説。JupyterLabを使って誰でも評価可能。社内文書検索や類似度チェック、顧客への最適な製品提案、問い合わせのマッチングに応用でき、業務効率化や情報検索の精度向上に役立つ技術です。

あなたのPCで簡単AI。文章の意味を数値化して類似度を解析しよう

Hugging Face の Sentence Transformer を活用し、テキスト埋め込みと意味的な類似度解析を行う方法を徹底解説。Python コード例、多言語対応モデルの使用方法、実践的な応用例を含め、自然言語処理の基礎から応用まで学べる内容です。

無償のHuggingChatでクリスマス広告を作成! ChatGPTとどう違う?

A cozy izakaya scene featuring different types of robots sitting around a table, presenting pop-up advertising ideas to a human manager. Each robot has a unique design, showing distinct personalities, and they are interacting enthusiastically. The izakaya is warmly lit with traditional Japanese decor, including wooden accents and soft Christmas decorations like string lights and small ornaments. The manager listens attentively, creating a friendly and collaborative atmosphere. The illustration is minimalist, with soft muted colors, capturing a warm and festive mood. Illustrated by ChatGPT and DALL-E.

【無償で使えるHuggingChatとは】ChatGPTは本当にあなたの用途に最適でしょうか？1040億パラメタの大型モデルから38億パラメタの小型モデルまで勢揃い。個性豊かなLLMを比較できるHuggingChatで、クリスマス向け広告を例に、LLMの新たな表現の幅を発見しましょう。

Black Forest Labs FLUX.1 [pro] の API パラメタやコストについて考える

A casual seminar scene where a Japanese engineer is presenting on AI illustration robots. The presenter stands next to a sleek, modern robot. Around five attendees, casually dressed engineers, both male and female, are seated and listening attentively. The atmosphere is relaxed yet focused, with soft, muted color tones and a minimalist design. The setting is a modern, clean room that emphasizes a technological and innovative theme, perfect for a discussion on AI and robotics.

おまけのPythonスクリプト付き! Black Forest Labs FLUX.1の公式APIが利用できるようになりました。公式APIとサードパーティ各社のFLUX.1 [pro] APIパラメタの違いを表でまとめて比較しました。支払い方法についても簡単にまとめています。

ChatGPT o1-previewを早速テストしました（Pythonコーディング編）

A flat, minimalist illustration of a futuristic AI-powered robot sitting at a desk, struggling with coding. The robot looks confused or frustrated, surrounded by simple screens displaying basic code snippets. Nearby, a Japanese engineer with a concerned expression, drawn in a simple style with soft lines and muted colors, nervously watches the robot while holding a tablet. The setting is a high-tech but uncluttered workspace with a calm, minimalist atmosphere. The overall design uses a flat art style and soft, muted tones, with a wide aspect ratio.

OpenAIの最新モデルo1-miniを用いて、以前にGPT-4で作成したPythonによるテキストパーザを再度トライ。残念ながら現状ではo1-miniではpytestを実行できないようで、テストに通らないコードを提示されました。今後の改善に期待です。なお、仕様を解釈してもらい改善点を示してもらう実験もしました。

プログラミング不要。ChatGPT にリアル気象データを分析して貰おう

A scene depicting a retro 1980s robot writing a weather report. The robot, designed with blocky shapes and minimal features, sits at a desk in a simple room. The weather outside is stormy, with a typhoon raging—strong winds and rain are visible through a large window. In the distance, a small weather station (Stevenson screen) can be seen in the backyard. The color palette is soft and muted, with the stormy atmosphere outside contrasting with the calm interior. The style is flat and minimalist, using a retro-futuristic aesthetic and simple lines.

ChatGPTを活用することで、深層学習モデルを使わずとも手軽に数値データの分析が可能です。リアルタイムの気象データを元に、過去1週間の温度や湿度の傾向を可視化し、ブログ記事の冒頭パラグラフも自動生成が可能です。AI技術の進化により、今後さらに高度なデータ処理が期待されます。

[速報] AI イラストレーション Ideogram 2.0 登場

A minimalist, flat illustration of a scene where a technology blog writer is interviewing three illustration-making robots. Each robot has a sleek, high-tech appearance but with warm, friendly characteristics. The first robot has a soft, rounded design, the second has a humanoid appearance with expressive features, and the third has a whimsical and artistic look. Each robot is holding an illustration it has created, showcasing warm, inviting colors and themes. The blog writer is thoughtfully deciding which illustration to choose. The background is simple, with muted, soft colors to maintain a calm and warm atmosphere.

昨日リリースされた最新のAIイラスト作成ツールIdeogram 2.0を紹介。DALL-E 3と徹底比較。プロンプトへの忠実度やビジネス用途での使いやすさに特に注目しました。DALL-E 3、Ideogram 1.0、2.0 の長所や短所を解説し、皆様のビジネスシーンにおける最適な選択をサポートします。