Top ML Papers of the Week (August 7 – August 13): – AgentBench
– NeuroImagen
– Trustworthy LLMs
– Evaluating LLMs as Agents
– LLMs for Industrial Control
– LLMs as Database Administrators
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AI
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Top ML Papers Week: Agents, LLMs and Industrial Applications
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Finetuning Open-Source LLMs: Insights and Recommendations
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A nice answer to whether you should finetune (open-source) LLM or not. And other cool insights in the post.
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Fine-tuning Essential for Top-tier AI Performance on Specific Tasks
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Also I like this post from @karpathy on same topic. "reaching top tier performance will include finetuning, especially in applications with concrete well-defined tasks where it is possible to collect a lot of data and 'practice' on it."
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Accepting Turbulence: The Future of Work Ahead
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Accepting Turbulence Is the Only Way to Face the #FutureofWork https://
bloom.bg/45m8PKD via @Bloomberg -
Overoptimization Risks: When Goal Optimization Goes Wrong
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Optimizing for a goal is great. Overoptimization can get you into a lot of trouble:
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Autopilot Benchmark: Superior Performance Over Human Operators
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The benchmark for adopting autopilot on planes or cars should not be perfection, but doing significantly better than human pilots and drivers
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5 Potential Impacts of Generative AI in Enterprise Sector
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5 Potential Impacts Of Generative AI Within The Enterprise Sector
#AI #AIio #BigData #ML #NLU #Futureofwork @oluskayacan @richardkimphd @MariaFariello @johnpearcenews5 @ResurgentAV @rohanmuralee @globaliqx http://
ow.ly/Sxs730swABF -
Create Custom ChatGPT: Choose the Best LLM for Your Needs
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Create a Custom ChatGPT. Here is an article explaining how to create a custom chatbot using the best LLM for your dataset and task. Your options: • Google
• OpenAI
• Claude
• Open-source models
• Abacus LLM Read it here: https://
blog.abacus.ai/blog/2023/08/1
0/create-your-custom-chatgpt-pick-the-best-llm-that-works-for-you/
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Data Analysis Competition Platform Offers Skill Development and Prize Money
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Stumbled upon an exciting data analysis competition by @humyn_ai
. The challenge has some of the most complex datasets I have ever come across. Great way to hone the data skills and make some $$ (hopefully) Go check out their platform and participate if you interested in -
Generative AI with LangChain, RStudio and Python
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#GenerativeAI https://
infoworld.com/article/370324
9/generative-ai-with-langchain-rstudio-and-just-enough-python.html
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