I enjoy the Qwen models a lot, but building things on top of them with OpenRouter has been painful. OpenRouter does a lot of great work and I really enjoy being able to use different models so easily. I like when a provider is phasing out an older model that still works for my needs and the price is much lower. It seems like such a good win-win. However, the problem is that many Qwen models have almost no capacity or…
The best solution to this for me is to self host litellm or a different router and use model aliases. For example I have a model called "coding" and when a new good model comes out I just switch the backend without needing to change the alias or the key in my projects (opencode, etc). I have a few of them even a smart router called "agents" which will use local models but if it thinks the request might require higher…
Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
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Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#32I enjoy the Qwen models a lot, but building things on top of them with OpenRouter has been painful. OpenRouter does a lot of great work and I really enjoy being able to use different models so easily. I like when a provider is phasing out an older model that still works for my needs and the price is much lower. It seems like such a good win-win. However, the problem is that many Qwen models have almost no capacity or…
Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#33It will be interesting to see the intersection of this with inference engines like FreeToken which improve distribution of work for MoE models across CPU/RAM and GPU/VRAM. If all it takes for a competitive model to run locally at good speeds is a used 3090 and some DDR4, then we might be in for the year of local AI. https://github.com/FlashML-org/FreeToken
It is still slow, a lot slower than what you are used to with claude and co.
And as soon as you increase context size, your memory requirements jump.
Then when it runs for 30 minutes for something claude needs 5, your device will get hot.
And even a used 3090 is apparently now between 1-2k.
Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#34Time to dust off my 128GB strix halo (literally—it’s been dusty, and it’s running a bit warm these days). Any idea where this model sits according toquality benchmarks? Pre-bubble MSRP on this hardware was $1400, and it draws 200-ish watts, putting it down into consumer territory. I’m wondering if it can replace claude for llm-friendly coding tasks.
Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#35Earlier quoted context omitted.
As a 5090 owner and local model enthusiast, I was hoping it would be 35B A3B so I could run it myself =(.
You can run the 27B released last week. I haven't tried it yet myself but the 3.6 version runs great on my 5090.
Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#36I enjoy the Qwen models a lot, but building things on top of them with OpenRouter has been painful. OpenRouter does a lot of great work and I really enjoy being able to use different models so easily. I like when a provider is phasing out an older model that still works for my needs and the price is much lower. It seems like such a good win-win. However, the problem is that many Qwen models have almost no capacity or…
Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#37Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#38Earlier quoted context omitted.
I have a 128GB M5 Max, and it sucks at this stage. 50-70 tok/s might be something...
50-70tk/s is what I get on my m5 max on a 5-6bit Qwen 3.8 27B?
qwen3.5:122b-a10b is significantly faster at around 60-65.
Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#39Re: Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)
#40I have a Strix Halo and dual 32GB GPUs in my desktop, and the latter is pretty much always better for running local models because it's quite a bit faster due to higher memory bandwidth. There simply haven't been any models that are better than Qwen 27B or Gemma 31B, which run comfortably in 64GB with big context.
And, MoE should make it run at a close to usable speed.