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Fine-tunes and community variants without the zoo
Avoid the Llama variant zoo. Keep one default Instruct stack, match the model card to the file, and remember license and Acceptable Use still follow the weights.
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First useful Llama tasks
Start Llama with bounded tasks and a verify step. Quote-check summaries, run the transform yourself, and never paste unchecked SLA numbers into a steerco slide.
Hosted Llama chat vs self-host
Choose hosted Llama or self-host on purpose. Local files stay local only if you do not flip a cloud toggle or paste into a logged-in host tab.
Llama sizes: laptop vs server
Match Llama sizes to real RAM and VRAM. Scout-class fits many laptops; huge MoE names need servers. Write the hardware ticket from a load test, not from a…
License and can I use this at work?
Llama at work needs the license PDF, Acceptable Use, and notice habits, not a vibes claim that open-weight means Apache. Write what you ship before the customer highlights…
What is GLM? Zhipu’s ChatGLM model family
GLM and ChatGLM names point at a family that moves. Prefer the current official app for today’s job, and treat a 14-month-old GGUF file as a different product…
