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@AlexFinn Now tides have changed, Gemma 4-12b can do most of the agentic work and with Hermes can figure out how to do it if it doesn’t know how. Long term my bets are with Google Open source though, QWEN is becoming a closed source and that worries me a lot
@sharbel Mac mini can run Gemma 12B QAT with ease and good context, meaning agentic tasks, normal workflows can be done locally. For high level tasks we should be making a dumb-proof workflow guide/skill from the frontier model and feed it to Gemma/Qwen/LFM ect (for 16GB ram users)
@0xSero https://t.co/tZrNzr5cgZ purchase it, make a small group of people with the best knowledge and hardware, The rest can give their computing power (like servers). Then you already have a small team and people lending their compute to compress, create, gather more models/data.
Foreign forces in proximity to our territory are at constant risk on account of their own human errors, plain accidents, or potentially being caught in crossfire.
To reduce risk, best solution is for them to leave.
We prefer language of diplomacy but speak other languages too.