it's designed to run on any device/ colab so that you can focus on learning without having to worry about computational resources! works even on a free google colab!
CODE
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Free Open Source Course on Instruction Tuning and Model Evaluation
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smol course – learn about instruction tuning, model evaluation, synthetic datasets, inference and more!! 100% free and full open source, learn with the community and end the year with a bang!
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Optimizing Search in RAG Systems: Advanced LLM Techniques
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New video (and new discount!) : Techniques for Optimizing Search in RAG Systems Learn more: https://
youtu.be/tSyDodhNE-A This is the video 5/10 of the "From Beginner to Advanced LLM Developer" course by @towards_AI
. Join our Cyber Monday Cohort now before December 8th with 15% off! -
2D Convolution Stride Optimization for Compute Efficiency
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This analysis suggests that a 2D convolution filter of stride=2 would be the most compute-efficient for this particular workload… Also, ideally batch up all the grey data and do the calculation all at once.
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CycleQD: Evolving LLM Agent Swarms for Complex Workflows
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Agent Skill Acquisition for Large Language Models via CycleQDhttps://t.co/RjtXE3hiKw
— hardmaru (@hardmaru) 3 décembre 2024
CycleQD is able to evolve a swarm of LLM agents, each with their own niche, to tackle difficult agentic workflow tasks. As an evolutionary process, it uses Model Merging as a cross-over… https://t.co/clVzm4ImixAgent Skill Acquisition for Large Language Models via CycleQD https://
arxiv.org/abs/2410.14735 CycleQD is able to evolve a swarm of LLM agents, each with their own niche, to tackle difficult agentic workflow tasks. As an evolutionary process, it uses Model Merging as a cross-over -
Filesystem MCP Server Unlocks Claude’s Local File Access Power
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The filesystem MCP server really is magic It gives Claude access to the local files on your computer, highly recommend trying it out MCP will show people just how powerful current LLMs can be with the right integrations
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GitHub Filesystem Server Repository Link Shared
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Go check it out: https://
github.com/modelcontextpr
otocol/servers/tree/main/src/filesystem
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GitHub Code Vault Setup for Long-term Code Preservation
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I wonder if a GitHub Code Vault like setup would work, ofc wouldn’t require a lot of back and forth: https://
archiveprogram.github.com/arctic-vault/ -
SambaNova Cloud Delivers Fastest AI Inference for Llama Models
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Being fast wasn't enough. We wanted to be the fastest 🚀
— SambaNova (@SambaNovaAI) 2 décembre 2024
Experience the world's fastest #AI inference with SambaNova Cloud!
Supercharge your AI-powered applications across Llama 3.1 8B, 70B, & 405B models – for free.
✅ 70B at 461 tokens/s
✅ 405B at 200 tokens/s #DevsBeing fast wasn't enough. We wanted to be the fastest Experience the world's fastest #AI inference with SambaNova Cloud! Supercharge your AI-powered applications across Llama 3.1 8B, 70B, & 405B models – for free. 70B at 461 tokens/s 405B at 200 tokens/s #Devs
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Bolt Code Agent Reaches $8M ARR in Two Months
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Bolt, Flow Engineering for Code Agents, and >$8m ARR in 2 months as a Claude Wrapper with @ericsimons40 and @itamar_mar
! We are excited to catch up with @QodoAI and debut @stackblitz on the pod, who have both captured the hearts and minds of everyone from @levelsio to