Curious how different this is from function calls as I know a lot of people were using them for just the JSON output
CODE
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Optimizing Databricks LLM Pipelines with DSPy
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Optimizing Databricks LLM Pipelines with DSPy https://
bit.ly/3zzJfq3
#AI #MachineLearning #DeepLearning #LLMs #DataScience -

Mistral Large 2 Excels in Coding, Math, and Hard Prompts
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Mistral Large 2 (2407) is now on @lmsysorg
. It performs extremely well in the Coding, Hard Prompts, Math, and Longer Query categories, where it outperforms GPT4-Turbo and Claude 3 Opus. It is also doing very well in Instruction Following where it ranks above Llama 3.1 405B. -
Experimenting with Model Merging and Quantization Techniques
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Anyway, have fun quantizing and running this monster! This is a silly experiment but who knows, we might: 1/ Realize it's good at something, like creative writing
2/ Get some insights into how to create these self-merges Good luck everyone and make your own frankenmerges -

Code Configuration Generation Experiment With Storage Cost
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Here's the code I've used to generate the configuration. It's pretty nice, it allows you to experiment with different overlaps. Also get mentally ready for the storage bill.
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Mini Puzzle for Deep Learning Beginners from Fast.ai
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Nice mini puzzle for deep learning beginners to have a think about (from the http://
fast.ai discord): -
Build Webapps with FastHTML Framework
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Webapps want you to build them with fasthtml too. Don't let them down!
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FastHTML: A Web Development Platform Worth Exploring
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Reader, does *your* web development platform spark joy? You deserve one that does. https://
florianbrand.de/posts/fasthtml
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Web Developer Integrating Neural Networks into Future Projects
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Been working on web dev for 30 years. I like it and I'm pretty good at it! And yes it'll be very connected to neural nets later in the year…