kaeken(嘉永島健司)Techブログ

主に情報科学/情報技術全般に関する知見をポストします。(最近は、特にData Science、機械学習、深層学習、統計学、Python、数学、ビッグデータ)

LLM

The Era of 1-bit LLMs by Microsoft まとめ

LLM

overview Title: The Impact of 1-Bit LLM: A 8.9-Fold Speed Increase with BitNet 1.58Bits Significant Advancement in LLMs: Introduction of a 1-bit LLM, "BitNet 1.58Bits," by Microsoft's China team. Leap in Efficiency and Performance: Transit…

Cohere: The leading AI platform for enterprise まとめ

LLM

overview about products model/commands model/embed Coral | Cohere Chat | Cohere Summarize - Instant Text Summarization with LLMs | Cohere Generate - AI-Powered Text Generation with LLMs | Cohere Embeddings - Text Embeddings with Advanced L…

Building Generative AI Applications with Gradio | DeepLearning.AI Short Courses まとめ

overview Introduction lesson 1: NLP tasks with a simple interface lesson 2: Image captioning app lesson 3: Image generation app lesson 4: Describe-and-Generate game lesson 5: Chat with any LLM overview Building Generative AI Applications w…

Learn Generative AI from DeepLearning.AI Short Courses 概要まとめ

Short Courses | Learn Generative AI from DeepLearning.AI Andrew Ng氏率いるDeepLearning.AIにて、Gen AIショートコースが多数リリースされており、その概要を紹介 2024/02現在22コース ChatGPT Prompt Engineering for Developers LangChain for LLM App…

LLM日本語能力評価手法まとめ

LLM

yahoojapan/JGLUE: JGLUE: Japanese General Language Understanding Evaluation JGLUE: Japanese General Language Understanding Evaluation 日本語の一般的なNLU能力を測定するために構築 翻訳なしでゼロから構築 日本語のNLU研究を促進することを目的 ヤ…