You don't need an expensive GPU to run a local LLM that actually works
…But we won't need to be running 32B models to make the most of LLM capabilities. Quiz 8 Questions · Test Your Knowledge You don't need a beefy GPU to run…
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Your old GPU can still run big LLMs – you just need the right tweaks
…More parameters generally means greater capability, but also higher memory requirements. 7B models strike a sweet spot for consumer hardware. The answer is 7 billion parameters. Parameters are the learned numerical values…
I ditched Claude, ChatGPT, NotebookLM, and Perplexity for these free open-source tools
…Local LLMs are AI models that run directly on your computer's hardware, and you can use them at any time (even when you're offline), for free. No data leaves your…
Self-hosted LLM took my personal knowledge management system to the next level
…powerful models completely offline, without sending any personal data to external servers. It already worked well for general AI tasks, but I wanted to bring the same capability directly into my knowledge…
I added these MCP servers to my local LLM stack, and one of them replaces a $249 paid tool
…You point your model at it, the model gets new capabilities, and it makes your stack that little bit better. The catch is that the ecosystem moves fast enough that half the…
I keep finding vibe coded apps that leak user data, and I'm not even looking for it
…Right now, these tools can't replace humans; they can only extend their capabilities. Getting in a taxi and asking to be driven to your destination doesn't automatically mean you can…
After a year of self-hosting LLMs, I realized the real bottleneck isn’t the GPU
…More parameters generally means greater capability, but also higher memory requirements. 7B models strike a sweet spot for consumer hardware. The answer is 7 billion parameters. Parameters are the learned numerical values…
Claude Code installed my IDE, and now I can't go back to manual setup
…In secure or offline enterprise environments where machines are air-gapped, manual setup remains the only viable option. This is a real-world constraint worth planning around. Not quite. Claude Code can…
The Flipper One is finally official, but Flipper isn't selling it yet — they're asking for help to build it
…There's a full-size HDMI 2.1 output capable of 4K at 120 Hz with CEC, and an M.2 Key-B slot that exposes PCIe 2.1, USB 3.1…
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