Sagar PatilinArtificial Intelligence in Plain EnglishGalileo Luna: Evaluation Foundation ModelsEvaluations are crucial for transitioning generative AI applications into production and securing their reliable adoption across an…2d ago2d ago
Sagar PatilModel Cheatsheet- Codestral (May 2024)Codestral is Mistral AI’s first code-specific generative AI model designed for various coding tasks. It aims to enhance efficiency…May 30May 30
Sagar PatilinCubedVector Similarity Search …..SimplifiedIn recent years, the explosive growth of Generative AI applications has brought vectors and vector similarity into the spotlight. With…Mar 18Mar 18
Sagar PatilinArtificial Intelligence in Plain EnglishSystem 1, System 2 of thinking and LLMsIn the journey to understand Artificial General Intelligence (AGI), it’s crucial to grasp the basics of System 1 and System 2. In a recent…Feb 12Feb 12
Sagar PatilinArtificial Intelligence in Plain EnglishAGI and Q StarI promise that I will not go into recent OpenAI chaos. Everyone is explaining that (😄). I will just explain and simplify what AGI and Q*…Dec 4, 20231Dec 4, 20231
Sagar PatilinArtificial Intelligence in Plain EnglishContext Window Size and Language Model Performance: Balancing ActIn this article, we will explore the crucial concept of context window size in large language models (LLMs) and its impact on their…Nov 6, 2023Nov 6, 2023
Sagar PatilinArtificial Intelligence in Plain EnglishContext Window in LLMsIn this article, I will try to simplify the concept of the context window in large language models. I will try to avoid heavy technical…Oct 23, 20231Oct 23, 20231
Sagar PatilAttention Mechanism in the TransformersIn the world of natural language processing and machine learning, few innovations have been as transformative as the attention mechanism…Sep 25, 2023Sep 25, 2023
Sagar PatilinArtificial Intelligence in Plain EnglishFine-Tuning Vs RAG in Generative AIIn the world of Natural Language Processing (NLP), two remarkable techniques have emerged, each with its unique capabilities: fine-tuning…Sep 14, 2023Sep 14, 2023
Sagar PatilinArtificial Intelligence in Plain EnglishVanishing Gradient Problem in RNNsIn the field of deep learning, Recurrent Neural Networks (RNNs) are extraordinary for handling sequences of data. Yet, lurking within their…Sep 13, 2023Sep 13, 2023