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Google Colab — Brand Summaries

AI-powered summaries of 8 videos about Google Colab.

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Build Anything with AI Agents, Here's How

David Ondrej · 3 min read

AI agents are positioned as the practical route to the next wave of general-purpose intelligence—because they can do work toward a goal instead of...

AI AgentsLarge Language ModelsCrewAI

Fine-tune your own LLM in 13 minutes, here’s how

David Ondrej · 3 min read

Fine-tuning lets developers take a strong base language model and adjust its weights so it performs better on a specific job—often enabling smaller...

Fine-TuningLoRA AdaptersDataset Preparation

Generative AI Fine Tuning LLM Models Crash Course

Krish Naik · 3 min read

Fine-tuning large language models becomes practical on limited hardware when three ideas work together: quantization to shrink model weights,...

QuantizationLoRAQLoRA

Getting Started With Meta Llama 3.2 And its Variants With Groq And Huggingface

Krish Naik · 2 min read

Meta’s Llama 3.2 arrives as a new open-source family built for both on-device deployment and multimodal reasoning, with variants spanning 1B, 3B,...

Llama 3.2 VariantsOn-Device InferenceVision Reasoning

Loaders, Indexes & Vectorstores in LangChain: Question Answering on PDF files with ChatGPT

Venelin Valkov · 3 min read

A practical LangChain pipeline for turning PDFs, YouTube transcripts, and plain text into question-answering over embeddings is the core takeaway—and...

LangChain LoadersVector StoresEmbeddings

Mixtral - Mixture of Experts (MoE) Free LLM that Rivals ChatGPT (3.5) by Mistral | Overview & Demo

Venelin Valkov · 2 min read

Mistral AI’s Mixtral 8×7B (an open-weight sparse Mixture of Experts model) is positioned as a practical alternative to much larger LLMs by routing...

Mixture of ExpertsSparse RoutingInstruction Tuning

Intro to LLM Security - OWASP Top 10 for Large Language Models (LLMs)

WhyLabs · 3 min read

Large language model security is increasingly about catching risky behavior before it reaches users—and doing it continuously once models go live. A...

OWASP Top 10Prompt InjectionData Leakage

XGen-7B: Long Sequence Modeling with (up to) 8K Tokens. Overview, Dataset & Google Colab Code.

Venelin Valkov · 3 min read

Salesforce’s XGen-7B is positioned as an open 7-billion-parameter language model built for long-context work, with an input sequence length that...

Long ContextModel TrainingMultilingual Data