AI Models

https://youtu.be/ncqVZnot99c?si=I3QhZqPIh6umTibW

AI Models are large Neural Networks that are trained on large-scale data using Machine Learning, and can approach Compositional Generalization. When Models are trained using open data sources, particularly when the Model itself seeks and trains on public data sources, this is called Deep Learning. ^830936

This includes Large Language Models and Small Language Models.

The best way to learn about Models is Hugging Face.

Independent organizations creating models include:

• OpenAI, maintaining GPT-Series Models and O-Series Models.

• Anthropic, maintaining Claude.

• Cognition AI, maintaining Devin.

• DeepSeek, maintaining DeepSeek and r1.

• Mistral, maintaining Small.

• Black Forest Labs, maintaining Flux

• SRI, maintaining STORM.

• X, maintaining Grok

Big Tech organizations include:

• Google Labs, maintaining Gemini

• Meta, maintaining OLlama and LLaMA, LLaVa

• IBM, maintaining Watson

• Alibaba, maintaining Qwen and Wan

• Microsoft, maintaining Phi-Series Models

Fabric has a list for us:

Available plugins (please configure all required plugins)::

AI Vendors [at least one, required]

    [1]     OpenAI
    [2]     Ollama
    [3]     Azure
    [4]     Groq
    [5]     Gemini
    [6]     Anthropic
    [7]     SiliconCloud
    [8]     OpenRouter
    [9]     LM Studio
    [10]    Mistral
    [11]    DeepSeek
    [12]    Exolab

Tools

    [13]    Default AI Vendor and Model [required]
    [14]    Patterns - Downloads patterns [required]
    [15]    YouTube - to grab video transcripts and comments
    [16]    Language - Default AI Vendor Output Language (configured)
    [17]    Jina AI Service - to grab a webpage as clean, LLM-friendly text (configured)

[Plugin Number] Enter the number of the plugin to setup (leave empty to skip):

Multi-Modal Models

2024, Nov 20. Multimodal AI: LLMs that can see (and hear) Shaw Talebi, YouTube. !IMG_1914_Concept Diagram Multimodal Models.png

Retrieval-Augmented Generation and KAG

!Cursor

https://youtu.be/AxAj16ZmanY?si=Im7rZxEAdhztAznu

https://youtu.be/W2QuK9TwYXs?si=hKEixkzxh4prRfJT