Naveed Ahmad

Kimi K3 vs DeepSeek V4 Pro vs GLM-5.2: Open Trillion-Scale MoE Models Compared on Benchmarks, License, and Serving Cost

Three Chinese labs now hold the top of the open-weight leaderboard. Moonshot AI’s Kimi K3, DeepSeek V4 Pro, and Zhipu AI’s GLM-5.2 are all sparse Mixture-of-Experts (MoE) models with million-token context windows. Each targets long-horizon coding and agent workloads. This article compares them on three axes an AI team actually decides on: measured capability, license…

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Punjab Life Insurance Company PLIC Lahore Jobs July 2026

Are you a highly driven corporate professional looking to make a substantial impact within Pakistan’s first provincial government-owned life insurance company? The newly announced Punjab Life Insurance Company PLIC Lahore Jobs July 2026 present a remarkable opportunity to accelerate your career in senior corporate leadership. Operating under the Government of Punjab, PLIC is seeking qualified,…

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Fine-Tuning Qwen3 with LoRA Using NVIDIA NeMo AutoModel: A Complete Single-GPU Google Colab Workflow Tutorial

In this tutorial, we build an end-to-end NVIDIA NeMo AutoModel workflow in Google Colab and use a single GPU to explore the same configuration-driven training architecture that scales to distributed multi-GPU environments. We verify the available CUDA hardware and precision support, install NeMo AutoModel directly from its source repository, load an official Qwen3-0.6B LoRA fine-tuning…

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PPHI Sindh Jobs in Karachi July 2026

If you want to contribute to primary healthcare development while working alongside a highly professional team, the recently announced PPHI Sindh Jobs in Karachi July 2026 provide a fantastic career milestone. Peoples Primary Healthcare Initiative (PPHI) Sindh, a prestigious company established under Section 42 of the Companies Act 2017, is seeking dynamic, result-driven professionals with…

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