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Domain: mcottondesign3.appspot.com Added: 2025-08-13 Status: βœ“ Success
mcottondesign3.appspot.com
Making Python use all those Cores and RAM It is cheap and easy to build a machine with 8/16 cores and 32GB of RAM. It is more complicated to make Python use all those resources. This blog post will go...
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Building an AI/ML workstation in 2020
http://mcottondesign3.appspot.com/post/ahRzfm1jb3R0b25kZXNpZ24zLWhyZHIRCxIEQmxvZxiAgID06p-PCQw
Building an AI/ML workstation in 2020 The cloud is a great way to get started with AI/ML. The going rate is around $4/hr for a GPU instance. It might ...
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How We Cut Inference Costs from $46K to $7.5K Fine-Tuning Qwen-Image-Edit
https://ghost.oxen.ai/how-we-cut-inference-costs-from-46k-to-7-5k-fine-tuning-qwen-image-edit/
How We Cut Inference Costs from $46K to $7.5K Fine-Tuning Qwen-Image-Edit Running quality inference at scale is something we think about a lot at Oxen...
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https://openai.com/index/techniques-for-training-large-neural-networks/
https://openai.com/index/techniques-for-training-large-neural-networks/
Techniques for training large neural networks Large neural networks are at the core of many recent advances in AI, but training them is a difficult en...
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Stretch iPhone to its Limit, a 2GiB Model that can Draw Everything in Your Pocket
https://liuliu.me/eyes/stretch-iphone-to-its-limit-a-2gib-model-that-can-draw-everything-in-your-pocket/
Every year, we have a new iPhone that claims to be faster and better in every way. And yes, these new computer vision models and new image sensors can...
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Production Twitter on One Machine? 100Gbps NICs and NVMe are fast
https://thume.ca/2023/01/02/one-machine-twitter/
Production Twitter on One Machine? 100Gbps NICs and NVMe are fast In this post I’ll attempt the fun stunt of designing a system that could serve the f...
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Are GPUs Worth It for ML? (exafunction.com)
https://news.ycombinator.com/item?id=32641769
For some reason they focus on the inference, which is the computationally cheap part. If you're working on ML (as opposed to deploying someone else's ...
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How to Benchmark Classical Machine Learning Workloads on Google Cloud
https://towardsdatascience.com/benchmarking-classical-machine-learning-workloads-on-google-cloud/
Why Classical Machine Learning Still Matters In an era of GPU supremacy, why do real-world business cases depend so much on classical machine learning...
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https://mattgosden.medium.com/setting-up-a-home-gpu-deep-learning-server-the-easy-way-da27bdccef6a
Member-only story Setting up a home GPU deep-learning server (the easiest way for Mac users) A practical step-by-step guide This article outlines how ...
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Scaling PostgresML to 1M Requests per Second (postgresml.org)
https://news.ycombinator.com/item?id=33518443
What is a good algorithm-to-purpose map for ML beginners? Looking for something like "Algo X is good for making predictions when your data looks like ...
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https://www.informationga.in/blog/building-an-ai-server-on-a-budget
Building an AI Server on a Budget ($1.3K) This is a detailed walk-through of how I built my own AI server from scratchβ€”on a budget of $1.3K. These are...
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