2/ Political Biases Found in NLP Models – measures media biases in LLMs, including the fairness of downstream NLP models tuned on top of politically biased LLMs; reveals that LLMs have political leanings which reinforce existing polarization in corpora.
LLMS
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LLMs as Database Administrators: Maintenance and Diagnosis
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1/ LLMs as DBA – uses LLMs to acquire database maintenance experience from text; performs DB maintenance knowledge detection from documents & tools, tree of thought reasoning for root cause analysis, and collaborative diagnosis using multiple LLMs.
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Top ML Papers Week: Agents, LLMs and Industrial Applications
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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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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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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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GPT-4 limitation: inability to create and annotate figures
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The bottleneck is that GPT-4 cannot create or annotate figures. And I honestly can't read surveys or reviews without figures 😛
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Mastering Python for Artificial Intelligence and Data Science
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Mastering Python for Artificial Intelligence! #BigData #Analytics #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Master-Python-
for-A-I
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Anthropic Unveils Claude 2: Next-Gen AI Chat Revolution
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Anthropic Unveils Claude 2: The Next-Gen AI Chat Program Revolutionizing Coding: Artificial intelligence startup Anthropic, backed by tech giant Google, has… #DataAnalytics #DataScience #DataDriven #SaaS #CIO #BigDataAnalytics #AI #Infrastructure https://
analyticsvidhya.com/blog/2023/07/a
nthropic-unveils-claude-2-the-next-gen-ai-chat-program-revolutionizing-coding/?utm_source=dlvr.it&utm_medium=twitter
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ML and AI Learning Resources: Python, MLOps, CV, NLP, LLMs
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That's a wrap! If you’re interested in: – Python – ML/MLOps – CV/NLP – LLMs Find me → @akshay_pachaar My Newsletter → http://
mlspring.beehiiv.com/subscribe Everyday, I share tutorials on above topics! Cheers!