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NEW

Clawdbot Daily Life Workflows: Turn Gmail Messages into Notion Tasks

Before you build anything, three accounts need to be talking to each other: Gmail, Notion, and Clawdbot. Most of it is basic config, with a couple of optional advanced paths if you want tighter control. Here's the tension you're setting up against. The daily experience runs smoothly once it's…
Thumbnail Image of Tutorial Clawdbot Daily Life Workflows: Turn Gmail Messages into Notion Tasks
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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Hugging Face TRL and PEFT: Choosing LoRA or QLoRA on One GPU

Watch: Fine-tuning LLMs with PEFT and LoRA by Sam Witteveen What actually separates LoRA from QLoRA? The split between LoRA and QLoRA is memory versus simplicity. Both freeze the base model and train tiny adapter matrices. QLoRA adds one thing on top: 4-bit quantization. That single change cuts…
Thumbnail Image of Tutorial Hugging Face TRL and PEFT: Choosing LoRA or QLoRA on One GPU
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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    AWQ vs GPT: Which Inference Faster?

    Watch: Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ) by Maarten Grootendorst AWQ’s activation-aware approach reduces memory usage without sacrificing speed, making it ideal for on-device deployment. GPT quantization methods, while effective, often require GPU acceleration and…
    Thumbnail Image of Tutorial AWQ vs GPT: Which Inference Faster?
    Image of Author Dr. Dipen
    Dr. Dipen
    I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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    OpenAI Startup Credits in 2025: 7 Ways AI Founders Stretch GPT-4o Budget Before Fine-Tuning

    Burning through OpenAI startup credits on a prototype is stressful enough. A breach speeds up the damage and can revoke your key. Shipping a demo with no auth layer can cost weeks of runway before you notice. These checks take an afternoon and prevent the worst outcomes. Every GPT-4o endpoint you…
    Thumbnail Image of Tutorial OpenAI Startup Credits in 2025: 7 Ways AI Founders Stretch GPT-4o Budget Before Fine-Tuning
    Image of Author Dr. Dipen
    Dr. Dipen
    I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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    February 2026 AI Models: What Codex and Gemini 3.1 Pro Change

    This cycle's new models come down to three names a lead dev must weigh: Gemini 3.1 Pro, GPT-5.3 Codex, and Claude Opus 4.6. Each wins a different slice of the work. None wins everywhere. That matters before you bet a production stack on any one of them. Short version from the benchmark data: Gemini…
    Thumbnail Image of Tutorial February 2026 AI Models: What Codex and Gemini 3.1 Pro Change
    Image of Author Dr. Dipen
    Dr. Dipen
    I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
    •Last Updated:
    00
    Read Full Article

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