https://sudonull.com/llm-quantization-160gb-model-on-a-laptop
Learn how to quantize large LLMs to 4-bit without quality loss. Symmetric/asymmetric quantization, code, benchmarks. Run 80B models locally — developer guide.
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In this project
https://sudonull.com/qwen-3-6-vs-gemma-4-testing-on-a-local-machine
Performance comparison of Qwen 3.6 and Gemma 4 on a laptop with RTX 4070. LM Studio setup, VRAM optimization, test results. Read the guide.
https://sudonull.com/ntac-ai-for-typing-neurons-by-connections
Breakdown of the NTAC algorithm — how graph neural networks classify neurons without morphology. For developers and neuroinformaticians. Runs on a laptop.
https://sudonull.com/apple-m5-chip-3nm-process-128-core-neural-block-and-ai-revolution
Apple M5: TSMC 3nm Process, 128 Neural Engine Cores, Zero-Copy Memory, and LLM Launch on a Laptop. Learn why M5 is the most aggressive attack on NVIDIA and Intel. Read details.
https://sudonull.com/razer-blade-18-2026-review-of-a-gaming-laptop-with-desktop-power
Razer Blade 18 with RTX 5090 and Intel Core Ultra 9 is positioned as an AI station. Find out if it's worth $7000 and whether it can replace a PC. Detailed analysis inside.
From other projects
https://ymaho.com/a-mechanism-for-overcoming-drug-resistance-in-cancer-has-been-discovered
Scientists have found a way to sensitize head and neck cancer cells to death. The combination of b-AP15 and TRAIL causes the tumor to self-destruct through JNK signaling. Read about the breakthrough in oncology.
https://ymaho.com/barriers-to-dbs-in-psychiatry-a-nature-review-and-clinical-inertia
A systematic Nature review revealed why deep brain stimulation is not being adopted in psychiatry: stigma, ethics, lack of physician knowledge. Learn forecasts and analysis.
https://ymaho.com/training-the-immune-system-against-cancer-a-new-method-of-fighting
A new method of 'training' the immune system marks tumor cells for destruction by T-lymphocytes. Learn how it works and which cancers are vulnerable. Read the analysis!
https://lrivo.com/a-league-ceo-aims-to-boost-crowds-amid-league-challenges
New APL boss Steve Rosich targets crowd growth and resolving key issues to make A-League Australia's third major sport. Learn the plans and hurdles.
https://ymaho.com/cockroach-janata-party-how-a-cockroach-meme-became-a-political-force-in-india
A satirical party by an unemployed engineer gained 13 million followers in 5 days, after which its website was blocked. Learn how the meme threatens BJP and INDIA.
https://ymaho.com/how-to-save-for-an-apartment-on-a-salary-of-30-000-a-step-by-step-strategy
A real strategy for saving for a mortgage down payment on a salary of 30,000. Step-by-step plan, tips, and government support. Start today!
https://ymaho.com/a-new-look-at-alzheimer-s-disease-roche-tests-spinal-aso-therapy
Roche has initiated Phase I trials of intrathecal ASO against ApoE for early Alzheimer's disease. Why this is a revolution, who will benefit, and hidden risks. Read the analysis.
https://ymaho.com/how-to-quickly-learn-english-from-scratch-a-step-by-step-guide-2026
A real step-by-step guide: how to quickly learn English from scratch in 90 days. Plan, methods and resources for beginners. Start speaking today!
https://ymaho.com/how-to-prepare-for-the-russian-language-unified-state-exam-in-a-month-step-by-step-guide
A real strategy for preparing for the Russian language Unified State Exam in 30 days. A 4-week plan, analysis of the essay and test part. Add 10-15 points to your exam in 2026.
https://ymaho.com/chimeric-dna-in-cancer-a-new-marker-of-alt-tumors-5-10
A chimeric DNA structure has been discovered in ALT cancer cells — a new diagnostic marker and target for therapy of aggressive tumors, including pediatric gliomas. Learn more.
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