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Keras Models Publishing to Hugging Face Hub Integration

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@julien_c

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07 May 2024 20h24

Publish your models directly from Keras to @huggingface I've been wanting to do this for the longest time – basically for as long as i've used Keras. (Fun fact: our chatbot back in 2016 had many parts that were powered by Keras.) The ability to natively load from/to the Hub

→ View original post on X — @datarobot

Enterprise AI Observability and Open-Source LLM Hosting Launch

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@datarobot

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07 May 2024 19h12

ICYMI: We launched new cross-environment AI observability with enterprise-grade open-source LLM hosting — available across all AI assets and environments. Not able to join live? Check out the on-demand recording from our virtual launch event with @decisionleader and @nvidia

Using AI to pipe and combine existing code for new tools

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07 May 2024 17h56

I have a lot of fun piping in existing code and having it make changes – adding small new features for example like here, where I gave it a bunch of my existing code and had it combine that to produce a new tool https://
simonwillison.net/2024/Mar/30/oc
r-pdfs-images/#ocr-how-i-built-this
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Using LLMs to Solve Coding Problems Quickly

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07 May 2024 17h46

This one is a particularly good illustration of working in conjunction with an LLM to very quickly solve a small but interesting coding problem https://
simonwillison.net/2024/Mar/22/cl
aude-and-chatgpt-case-study/
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Exploring LLMs for Code Development Notes and Resources

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07 May 2024 17h43

Here are other notes I've made about exploring LLMs for code over the past couple of years https://
simonwillison.net/series/using-l
lms/
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Using LLMs Responsibly: Code Review and Quality Assurance

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07 May 2024 17h41

As with so many things involving LLMs, combining with deep existing expertise is important – to responsibly use them for code you need to be great at reading code, code review, considering edge-cases, automated testing and extensive QA Good code review skills go a long way here

Code Generation: AI’s Self-Verifying Use Case

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07 May 2024 17h39

I actually think code is one of the most responsible use-cases for it, because you get a weird form of fact checking for free: if it hallucinates methods that don't exist you find out the moment you actually try to run the code and it fails Much easier to verify code than prose!

Using ChatGPT to Build C Extensions for SQLite

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07 May 2024 17h38

I use it for code all the time – here are some of my most relevant notes: https://
simonwillison.net/2024/Mar/23/bu
ilding-c-extensions-for-sqlite-with-chatgpt-code-interpreter/
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