Chaos and Order https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Fri, 26 Jun 2026 00:00:00 GMT https://www.youngju.dev/blog/llm/2026-06-26-vision-language-model-architecture.en Vision LLM Architecture — How an Image Becomes Language https://www.youngju.dev/blog/llm/2026-06-26-vision-language-model-architecture.en A vision-language model processes an image with a vision encoder, then passes it through a projector to produce tokens an LLM can read. From patch embedding to arbitrary-resolution handling, we trace the full path by which an image turns into language tokens. Fri, 26 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) llmvision-language-modelmultimodalvitqwen2-vlarchitecture https://www.youngju.dev/blog/llm/2026-06-26-vision-language-model-architecture.ja Vision LLM アーキテクチャ — 画像が言語になるまで https://www.youngju.dev/blog/llm/2026-06-26-vision-language-model-architecture.ja ビジョン言語モデルは画像をビジョンエンコーダで処理し、プロジェクタを通して LLM が読めるトークンへ変換します。パッチ埋め込みから任意解像度処理まで、画像が言語トークンになる全過程を構造的に見ていきます。 Fri, 26 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) llmvision-language-modelmultimodalvitqwen2-vlarchitecture https://www.youngju.dev/blog/llm/2026-06-26-vision-language-model-architecture Vision LLM 아키텍처 — 이미지가 언어가 되기까지 https://www.youngju.dev/blog/llm/2026-06-26-vision-language-model-architecture 비전-언어 모델은 이미지를 비전 인코더로 처리한 뒤 프로젝터를 거쳐 LLM이 이해할 수 있는 토큰으로 바꿉니다. 패치 임베딩부터 임의 해상도 처리까지, 이미지가 언어 토큰이 되는 전 과정을 구조적으로 살펴봅니다. Fri, 26 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) llmvision-language-modelmultimodalvitqwen2-vlarchitecture