Want to learn how to scale LLM apps? Very few companies have achieved serious scale. Character AI is one of them I'll be chatting with James Groeneveld (an eng leader) about what that looks like & lessons learned Come join! https://
lu.ma/rujejluk
LLMS
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Scaling LLM Apps: Lessons from Character AI Leadership
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Prompt Canvas: Novel UX for Prompt Development
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Introducing Prompt Canvas: a Novel UX for Developing Prompts https://
bit.ly/4fGOc09
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
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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LLM Agents Learn Specialized Skills Through CycleQD Training
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Please check out our paper, Agent Skill Acquisition for Large Language Models via CycleQD https://
arxiv.org/abs/2410.14735 This work aims to mimic an ecological niche during the training of a swarm of LLM agents. Just like how each species in an environment finds its own role and -
GPU-less Model Training Progress and Performance Challenges
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One of my latest model training is in progress without gpu it is time-consuming and slowish. #MachineLearning #LLMs
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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! -
BigLlama-3.1-1T-Instruct Model Issues Revealed
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Remember BigLlama-3.1-1T-Instruct (
https://
huggingface.co/mlabonne/BigLl
ama-3.1-1T-Instruct
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Using ChatGPT for Collaborative Long-Form Article Structuring
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10/ Long-Form Articles Prompt: "Explain how to structure a long-form article on {topic} using ChatGPT as a collaborative research and content tool. Detail time-saving tactics at each stage of writing."
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Workflow for AI-Powered Content Creation and Research
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7/ Content Architect Prompt: "You are Content Architect GPT. Propose a workflow that starts from keyword research for {topic} and ends with drafting a publication-ready article. Include tips for efficient research and writing."
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Using ChatGPT as an AI Productivity Consultant
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4/ Productivity Hacks Prompt: "Role-play as an AI Productivity Consultant. Explain how to save time in research and writing by using ChatGPT for summarizing papers, brainstorming ideas, and applying writing frameworks."