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I'm using the 35b models.
Quality for qwen is mostly fine - sometimes it does hallucinate some shit while thinking, but it does correct itself almost every time. But the answers itself are, for the most part, precise and useful. Not what you know from the cloud models, obviously, but it's absolutely fine for everyday use. What is actually annoying is the web search - not sure if that's a qwen problem or a problem with open webui, but it actually takes a long time to finish the search.
I once had a situation where a model was running into an "infinite loop" while thinking, thinking the same line over and over again. And once, qwen just started outputting chinese halfway through the answer lol.
When it comes to context, I'm gonna be very honest - I don't know. I have never hit any kind of problems or limits because of that since I'm not using AI over a long term project. I use it for small, concise cases and that's it.