We believe the sheer scale and performance of Llama 3.1 405B will ignite new applications and modeling paradigms for the developers putting their heads down to start working with it. We also updated the Llama Community License so that these Developers can now distill knowledge and expertise from our most capable model (in addition to 8B and 70B) into smaller, more efficient models that can be fine-tuned for specific tasks and applications.
Entropy is a measure of disorder and randomness that can accumulate in software design over time, making it difficult to maintain and evolve. In this session, we will explore entropy in software design and how to reduce it. We will discuss how DDD could help to control and reduce entropy. We will also cover Constructor Theory, a new framework for understanding the laws of physics and their implications for computation and software design.
Watch this talks with Wei Wang: and join us at #DDDEU24
Entropy is a measure of disorder and randomness that can accumulate in software design over time, making it difficult to maintain and evolve. In this session, we will explore entropy in software design and how to reduce it. We will discuss how DDD could help to control and reduce entropy. We will also cover Constructor Theory, a new framework for understanding the laws of physics and their implications for computation and software design.
Several case studies will be presented to illustrate these concepts. One example will show how DDD was used to redesign a complex, large-scale, legacy system for a large insurance services company, resulting in improved maintainability and scalability. Another example will demonstrate how Constructor Theory was applied to identify fundamental constructors of the software design process and outcomes come up with.
Attendees will gain practical examples and benefits of using these techniques, such as improved maintainability, easier scaling, and faster development times. By the end of the session, attendees will have a better understanding of the challenges of software design and how DDD and Constructor Theory can help create more robust, scalable, and maintainable software systems while respecting some fundamental laws.
Watch this talks with Wei Wang: https://bit.ly/49AakpR and join us at #DDDEU24
Scaffold a multi-agent application using llama-agents from LlamaIndex in no time.
Just type 'npx create-llama', select the multi-agent template, and follow the instructions in the README file.
🖥️ npx create-llama
📄 https://lnkd.in/gNGyDq5m
Entropy is a measure of disorder and randomness that can accumulate in software design over time, making it difficult to maintain and evolve. In this session, we will explore entropy in software design and how to reduce it. We will discuss how DDD could help to control and reduce entropy. We will also cover Constructor Theory, a new framework for understanding the laws of physics and their implications for computation and software design.
Several case studies will be presented to illustrate these concepts. One example will show how DDD was used to redesign a complex, large-scale, legacy system for a large insurance services company, resulting in improved maintainability and scalability. Another example will demonstrate how Constructor Theory was applied to identify fundamental constructors of the software design process and outcomes come up with.
Watch this talks with Wei Wang: and join us at #DDDEU24
On September 19th at 9AM PT, join Chris Romeo and me for a deep dive into the partnership between secure coding and threat modeling. Learn how these practices can work together to create secure, resilient software. See you there! 🔐
https://hubs.ly/Q02NFkr50
#BigO notation #FactorialTime...
Factorial time indicates an algorithm iterating through all permutations of the input elements.
The time taken for an O(n!) algorithm
n = 10 takes approximately 4 milliseconds
n = 20 takes approximately 75 years
Lets look at an example...
#LeetCode46
Given an array nums of distinct integers, return all the possible permutations. You can return the answer in any order.
See photo for solution in C++.
I started working on bringing Delta tables to dlt today.
Using the delta-rs library, this should be relatively straightforward.
And JVM free :)
It's exciting to see the table format ecosystem evolve.
Let's keep the innovation going.
#dataengineering#softwareengineering
In this session, Christo and I will review The Standard Community contributions to GitFyle.Core APIs - we will also discuss the concept of foreign keys, primary keys and how they ensure the integrity of your monolithic system data models.
LLaMA CPP update: Local function calling is now possible with LLaMA 3 and fine-tuning.
• This allows external tool integration, a key step in building agents.
• Updated integration with llama.cpp to support tool calling and structured outputs.
Check out the demo with a fine-tuned 8B LLaMA 3 model.
#AI#Langchain#LLama3
Fully-local function calling w/ llamacpp 🤖
Function calling allows an LLM to connect with external tools, which is central to building agents. But, tool calling with local LLMs has been a challenge.
Improved open weights LLMs, such as Llama 3, and fine-tuning efforts are now yielding tool calling LLMs that can run locally.
We've updated our integration with llama.cpp to support tool calling and structured outputs. Here we quickly walk through its usage with a fine-tuned 8b parameter llama3 model (from @NousResearch).
Video:
https://lnkd.in/gva_YmMm
Docs:
https://lnkd.in/gRDKahXn
Model:
https://lnkd.in/gehzmfx8
📣 Announcing Tom Sawyer SysML v2 Viewer, available now! SysML v2 Viewer integrates with any SysML v2 API-compliant repository and provides automatic layout and intuitive graph interaction, making it easier for engineers to efficiently explore and analyze complex models and gain deeper insights. Learn more at https://hubs.li/Q02Qyf4m0. #mbse#omg#systemsengineering
Partner Generative AI Enterprise Strategy, Speaker, Investor, AI Podcast Host.
2molets gooooo.