Here’s why I decided to drop out… • A growing desire to innovate and create independent projects, outside the academic sphere
@whats_ai
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How Users Leverage ChatGPT Claude and Bing for Productivity
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What do you use ChatGPT/Claude/Bing for? MOST IMPORTANTLY: I'd love to know how you use these new tools for productivity or for your work in general? And which one you are using! #ai #chatgpt #claude #bing #gpt #openai #anthropic
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Evaluating LLMs: Key Metrics for Benchmarking Performance
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To evaluate and benchmark LLMs effectively, familiarize yourself with relevant metrics aligning with your goals. Understanding your LLM's performance is crucial for success.
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Master LLMs: Top Strategies to Evaluate
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Find more details in the newsletter iteration: https://
louisbouchard.substack.com/p/master-llms-
top-strategies-to-evaluate
… Subscribe to the newsletter for more weekly AI insights like these! -
Key Benchmarks for Evaluating LLM Reasoning and Coding Abilities
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Use Hellaswag and ARC metrics for reasoning tasks, MMLU and Truthful QA for truthful LLMs, and HumanEval for coding-oriented LLMs. They'll test your model's ability and reveal overlooked weaknesses.
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Perplexity Metric Limitations in AI Model Evaluation
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BUT, Relying solely on Perplexity metric can lead to models memorizing vs. understanding data. It also fails in complex tasks like summarizing or script writing.
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Evaluating Custom LLMs vs Closed-Source Models Performance
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Closed-source models like GPT-4 or Claude yield good performance due to the powerful teams and resources behind them. But for specialized apps, consider shifting to your own LLM and comparing results. Evaluate an LLM's effectivity through the Perplexity Evaluation Metric.
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Choosing the Right LLM for Your Specific Use Case
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Exploring Large Language Models (#LLMs) like closed-source GPT-4, Claude, open-source Llama, Falcon, or your own fine-tuned model can be daunting. Choosing correctly, considering your specific use case is crucial…
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AI implications for writing and journalistic endeavors explored
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Wondering what implications AI has for your writing or journalistic endeavors? Gain more insights about this digital revolution from Limarc's interview here: https://
youtu.be/6SavySvQzJM -
Unique AI-Generated Thumbnails Improve SEO Performance
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Limarc also shared a very interesting tip: a uniquely generated thumbnail might actually improve SEO by bringing novelty to the piece rather than using some internet-available generic image.