small models

Bigger isn't always better. Today, we're giving you 14 essential facts about Small Language Models. You'll not only learn the difference between large and small language models, but you'll be able to slice through the jargon and be the language model expert in the room.

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Join the discussion: Ask Jordan questions about small language models

Related Episodes:
Ep 204: Google Gemini Advanced – 7 things you need to know
Ep 223: Anthropic Claude 3 – Better Than ChatGPT and Google Gemini?

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Timestamps:
02:40 Exploring small language models vs large models.
03:42 Definition of small language models is changing.
08:49 Small language models are for specific purposes.
11:55 Small language models are faster and local.
14:45 Tim Cook announces new language model for devices.
21:25 2024 shift to smaller, focused language models.
27:56 RAG: Combining data, small language models' future.
28:52 Concern for large language models, potential for small models.

Topics Covered in This Episode:
1. Introduction to Language Models
2. Advantages and Usage of Small Language Models
3. Comparison of Small and Large Language Models
4. Future of Small Language Models

Keywords:
Large language models, Small language models, GPT-4, Gemini Ultra, PHY2, Llama, Parameters, Language translation, coding, Generating AI, GPT-5, MMLU, Speed, Efficiency, Fine-tuning, Maintenance, Copy-paste prompts, Chatbots, Search engines, Voice assistants, Hugging Face, Cloud-based services, Downloading models, Gemini Nano, NVIDIA's chat with RTX, RAG, Security, Privacy, Retrieval Augmented Generation

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It seems like we just started to understand large language models. But now all the talk is about small language models. So what are they and how do they compare to LLMs? We explain small language models and their future.

Newsletter: Sign up for our free daily newsletter
More on this Episode: Episode page
Join the discussion: Ask Jordan questions on small language models
Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineup
Website: YourEverydayAI.com
Email The Show: info@youreverydayai.com
Connect with Jordan on LinkedIn

Timestamps:
02:30 Daily AI news
07:57 Large language models are powerful and versatile.
12:03 Large language models are complex, expensive
15:39 Small language models are faster and efficient.
18:51 NVIDIA announces local small language model.
21:54 Small language models are efficient for specific tasks.
29:33 Samsung and Google teaming up for Gemini Nano.
30:25 Small language models support data integration securely.
35:10 New devices needed to run language models.

Topics Covered in This Episode:
1. Introduction to Language Models
2. Advantages and Usage of Small Language Models
3. Comparison of Small and Large Language Models
4. Future of Small Language Models

Keywords:
large language models, small language models, Gemini Nano, S 24, Apple, Meta, ChatGPT, workspace accounts, plug-in packs, Microsoft Surface, bad information, prompt engineering, chatbots, search engines, voice assistants, cloud-based services, Samsung, Google, Meta's llama models, NVIDIA's chat with RTX, retrieval augmented generation, Everyday AI Show, Salesforce, Slack, AI animation tool, Keyframer, Goose, parameters, GPT 4, Gemini Ultra