If you interested in: – Python – ML/MLOps – CV/NLP – LLMs – AI Engineering Find me → @akshay_pachaar Everyday, I share tutorials on above topics! Cheers!
LLMS
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AI-powered coding: leveraging tests to enhance code quality
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The main benefits of AI for coding are to be gained when there are automated tests in place? In this case, the LLM is exploiting the gap between the quality of the code (lower) and the quality of the tests (higher). It's like using computation to "pump" quality from the tests to
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Iterative AI workflow for diverse story generation
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Say you want kids’ stories meeting some criteria (length, topic). You ask GPT/Claude — stories are good, but low diversity and you need 10K. So: 1. Generate k examples from IF model
2. k-shot base model to get k+1
3. Validate k+1 for criteria via IF model -
Model-as-tool: IF model using base model to enable creative prompting
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Generically, an IF model could access a base model as a tool — with enough training to translate requests to pre-instruct prompts — it could maybe learn to be creative while also staying sane.
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Aligned LLMs could automate prompting for base models
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I feel like we’re overdue for a revival here. Base models are still tedious to prompt, but now we have exactly the right tools for automating that work — aligned LLMs.
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Reflections on LLM stylistic evolution
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It’s crazy in hindsight that the stylistic mimicry of the GPT-2/3 era was such a local maximum for AI-written texts as cultural artifacts. For all their gains in making sense, aligned LLMs still can’t write with the eerie naturalism GPT-3 exhibited four years ago:
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Jumpstart your online business with ChatGPT prompts
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Ready to build your online business? Jumpstart your journey with these ChatGPT business prompts: https://
godofprompt.ai/blog/chatgpt-p
rompts-for-small-businesses
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Questioning model language understanding versus ‘4o’
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What kinds of language understanding is it struggling with? Also, this is relative to 4o?
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Grok-2-mini Speed Upgrade Through Advanced Inference Optimization
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https://t.co/SDW9dmflJ7 pic.twitter.com/sXmhTXhuQJ
— Elon Musk (@elonmusk) 24 août 2024Grok-2-mini just got a speed upgrade. Over the past few days, we have substantially improved our inference stack. These gains come from using custom algorithms for computation and communication kernels, along with more efficient batch scheduling and quantization. Our inference x.com/ibab/status/18…