Llama3: Comparing 8B vs 70B Parameter Models - Which One is Right for You?

Welcome back, everyone! In this video, we're diving into the fascinating world of Llama3, focusing on the differences between the 8 billion parameter (8B) model and the 70 billion parameter (70B) model.
We'll explore what parameters mean in the context of language models and how the number of parameters affects performance. You'll see side-by-side comparisons of both models in action, including:
- Understanding Parameters: What do 8B and 70B mean?
- Model Performance: Real-world tests on joke generation, marketing plans, resume improvements, and complex family relationship reasoning.
- Hardware Requirements: Why the 70B model needs more powerful GPUs and how Compute Grid makes it accessible.
- Efficiency and Use Cases: When to use the 8B model and when the 70B model's extra power is worth it.
Join us as we test these models with practical examples and see which one is better suited for different AI applications. Don't forget to like, subscribe, and let us know in the comments if there are specific topics you want us to cover next!
Chapters:
0:00 - Introduction
1:00 - Understanding Parameters
2:30 - Why Parameters Matter
4:00 - The Strength of the 8B Model
5:30 - Hardware Requirements for 70B
7:00 - Side-by-Side Comparisons
14:00 - Practical Use Cases
17:00 - Conclusion
#Ollama3 #AIModels #MachineLearning #ComputeGrid #AIComparisons #TechReview #ArtificialIntelligence #DeepLearning
Enjoy the video and stay tuned for more AI insights with Compute Grid!
computegrid.ai

[@hxxzxtf]

🎯 Key points for quick navigation:
00:00 *📹 The video compares the 8B and 70B parameter models of Llama3, focusing on their differences and potential use cases.*
00:41 *💡 Parameters in a neural network refer to the number of learnable weights or connections within the architecture, controlling the model's behavior.*
01:10 *⚖️ A model with more parameters will always perform better compared to one with less parameters, given the same training data.*
02:07 *💻 To run the 70B model, a stronger computer with a good GPU and CPU is required, but comput grid provides access to such resources.*
06:38 *📊 The 70B model has a larger manifest size (39 GB) compared to the 8B model (4.7 GB).*
09:06 *📝 The 70B model can generate more creative and engaging responses due to its increased parameter count.*
11:21 *👥 The 70B model can improve a bad resume by rewriting it in a more professional tone and highlighting relevant skills.*
13:00 *💼 The 70B model can also provide better reasoning through family relationships, understanding complex concepts and providing accurate answers.*
Made with HARPA AI

[@tsclly2377]

Retrained Llama3 at 8B to a more specified SML is the way to go. Garbage in, garbage out. Also Llama is tokenized and that will equate to monitized in the future.. They are in this 'for the money'.. Mamba and Jamba maybe a better engine for those that want to remain fully independent.

[@faded_taco1816]

omg I hate how she is smacking her lips so bad and even worse when you speed up the video. Like what are u doing??? Get a audio compressor or don't put the whole mic down your mouth.