Blog on Patrick Schnaßhttps://schnass.eu/posts/Recent content in Blog on Patrick SchnaßPatrick Schnaßhttps://schnass.eu/images/og-image.pnghttps://schnass.eu/images/og-image.pngHugoenSun, 09 Feb 2025 18:30:57 +0000DeepSeek-R1 exploredhttps://schnass.eu/posts/deepseek/Sun, 09 Feb 2025 18:30:57 +0000https://schnass.eu/posts/deepseek/Why DeepSeek-R1 was a significant step for Open Source AI.A view on BLThttps://schnass.eu/posts/blt/Thu, 02 Jan 2025 09:30:57 +0000https://schnass.eu/posts/blt/Byte Latent Transformer (BLT), a tokenizer-free architecture for NLP.LLM Quantization in a nutshellhttps://schnass.eu/posts/quantllm/Sun, 28 Jan 2024 09:30:57 +0000https://schnass.eu/posts/quantllm/An exploration of LLM quantization methods.What is PEFT?https://schnass.eu/posts/peft/Wed, 01 Nov 2023 18:30:57 +0000https://schnass.eu/posts/peft/Fine-tuning of Large Language Models with Parameter Efficient.Hands on with Retrieval Augmented Generationhttps://schnass.eu/posts/hands-on-rag/Sat, 07 Oct 2023 10:30:00 +0000https://schnass.eu/posts/hands-on-rag/Build a Chatbot that uses Retrieval Augmented Generation to retrieve domain specific knowledge.What is RAG?https://schnass.eu/posts/rag_intro/Fri, 29 Sep 2023 18:30:57 +0000https://schnass.eu/posts/rag_intro/Retrieval Augmented Generation is an Architecture used for NLP tasks.Generalized Models vs Specialized Modelshttps://schnass.eu/posts/generalvsspecializedmodels/Tue, 05 Sep 2023 11:50:57 +0000https://schnass.eu/posts/generalvsspecializedmodels/Intuition and hints for deciding between one generalized and multiple specialized models.Attention is all you need?https://schnass.eu/posts/transformers/Wed, 30 Aug 2023 11:50:57 +0000https://schnass.eu/posts/transformers/Explore the Transformer Architecture.Road to GCP Professional Data Engineerhttps://schnass.eu/posts/PDE/Sun, 02 Jul 2023 15:01:23 +0100https://schnass.eu/posts/PDE/My learning journey to get certifiedWhat are Large Language Models?https://schnass.eu/posts/language_models/Tue, 02 May 2023 13:42:28 +0200https://schnass.eu/posts/language_models/What are the ideas and concepts behind GPT Language Models?Play Super Mario with RLhttps://schnass.eu/posts/super_mario/Fri, 31 Mar 2023 11:58:22 +0200https://schnass.eu/posts/super_mario/Learn how to train a Reinforcement Learning Agent to play GameBoy games in a Python written Emulator. With PyBoy, Q-Learning and Super Mario.Road to GCP Professional Machine Learning Engineerhttps://schnass.eu/posts/GCPMLE/Fri, 24 Feb 2023 21:01:23 +0100https://schnass.eu/posts/GCPMLE/My learning journey to get certifiedLatent Diffusion Models: What is all the fuzz about?https://schnass.eu/posts/latent-diffusion-models/Fri, 20 Jan 2023 14:50:18 +0100https://schnass.eu/posts/latent-diffusion-models/Learn how Latent Diffusion Models work and the mathematical intuition behind them.Hands on with Latent Diffusion Modelshttps://schnass.eu/posts/hands-on-latent-diffusion-models/Fri, 13 Jan 2023 09:28:09 +0000https://schnass.eu/posts/hands-on-latent-diffusion-models/Learn how to use Latent Diffusion Models to generate images.