What fine-tuning a language model is, how Unsloth AI came about, what makes it different from Axolotl, TRL and LLaMA-Factory, and when it is worth using. With the numbers on VRAM and speed, the founders’ story, and a practical example.
Read the article →Discover how WSL2 provides a full Linux environment on Windows for AI development and execution. Explore its advantages, NVIDIA GPU and CUDA support, tools such as Ollama and machine learning frameworks, and access to hosted models through gateways such as OpenRouter.
Read the article →What Nostr is, how a protocol without central servers works, and why the privacy it promises is real but has precise limits that nobody talks about. With the specification read at the source, the history, and the three ways it can be compromised.
Read the article →Version control is not a backup and it is not a way of working: it is the reason why a software project never dies. What distinguishes Git from GitHub and GitLab, the difference nobody explains to you, and the private and public key pair with the story of RSA from 1973 onwards.
Read the article →Nmap, Metasploit Framework, sqlmap, ZAP, hashcat: what they really cover and where they do not. Why the free version is preferable in at least six cases out of seven, and the three cases where it is not. Including the mistake to avoid, which is to stop treating them as a black box.
Read the article →The difference between free software and proprietary software is not the price, it is control. Why reading the code, being able to modify it and not depending on a vendor are worth more than any licence, and how all this came about from 1983 onwards.
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