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NEW

Best LLM Inference Optimization for Production Apps: vLLM, GPU Scheduling, and k0rdent AI

Did you finish a bootcamp and get a production LLM deployment? Short version: vLLM is the default engine for the best-performing LLM inference optimization, but your real cost lever is how you tune GPU scheduling granularity against latency. Miss that balance, and you either burn GPU hours or ship…
Thumbnail Image of Tutorial Best LLM Inference Optimization for Production Apps: vLLM, GPU Scheduling, and k0rdent AI
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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NEW

GLM 5.2 vs Claude Fable 5 for Vibe Coding and AI App Builds

Claude Fable 5 wins nearly every benchmark. GLM-5.2 costs less on specific workloads. For a bootcamp scaling Vibe Coding projects, the GLM-5.2 vs Fable 5 call is not about raw quality. It is about matching each task to the model with the best cost per workload. Both models carry an identical…
Thumbnail Image of Tutorial GLM 5.2 vs Claude Fable 5 for Vibe Coding and AI App Builds
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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NEW

LoRA vs QLoRA vs MCP: Picking the Right Setup for Task-Specific AI Apps

LoRA and QLoRA are the same core method, with one difference that matters: memory. QLoRA quantizes the base model to 4-bit, cutting peak GPU memory by about 75% versus LoRA, per Google's Gemini Enterprise Agent docs. MCP (Model Context Protocol) is different. It doesn't fine-tune anything. It…
Thumbnail Image of Tutorial LoRA vs QLoRA vs MCP: Picking the Right Setup for Task-Specific AI Apps
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:
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NEW

June 2026 AI Model Roundup: Kimi K2.7 Code, DeepSeek-V4-Pro, and More

Two models dominated the releases worth tracking: DeepSeek-V4-Pro 0423 and Kimi K2.7 Code. Both target code-heavy work. They sit on opposite ends of the cost curve. For hands-on labs, DeepSeek-V4-Pro is the better default for a bootcamp curriculum that moves across large codebases. It offers bigger…
Thumbnail Image of Tutorial June 2026 AI Model Roundup: Kimi K2.7 Code, DeepSeek-V4-Pro, and More
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
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NEW

GPT Astra is here !! What it means for you ?

OpenAI shipped GPT-6 Astra as its most capable model yet. The pitch centered on speed and autonomy. It runs faster and cheaper per token than earlier generations. It can also drive a computer end to end. Spreadsheets, web assets, multi-step workflows: it handles them on its own. General…
Thumbnail Image of Tutorial GPT Astra is here !! What it means for you ?
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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