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Qwen3-30B-A3B-GGUF

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Unsloth AI 5.15k

I would be very curious to know as well. Do I need to redownload the model?

No update is required. The weights just changed ever so slightly for miniscule improvements in accuracy. So you can if you want.

We basically improved how we calculated the imatrix - but it was previously accounted for already but it just changed slightly

CC: @Dampfinchen @Mushoz @fakezeta @RachidAR

And here I am religiously updating my llamacpp and the 30B from unsloth almost every morning now. I share your OCD with squeezing out whatever performance improvements possible, because why not?

I wish model providers would do more frequent updates as well. Every release has its weaknesses and areas for improvement, which a 3.1 or 3.2 could help mitigate before the next big version is trained! I think Llama3 did this well last year culminating in Llama 3.3 70b which was a chef's kiss.

But anyway, thanks for being slightly obsessed with optimization guys, your new dynamic quants 2.0 are just what the community needed after having no updates since the "K_M/K_S" quants came online.

And here I am religiously updating my llamacpp and the 30B from unsloth almost every morning now. I share your OCD with squeezing out whatever performance improvements possible, because why not?

I wish model providers would do more frequent updates as well. Every release has its weaknesses and areas for improvement, which a 3.1 or 3.2 could help mitigate before the next big version is trained! I think Llama3 did this well last year culminating in Llama 3.3 70b which was a chef's kiss.

But anyway, thanks for being slightly obsessed with optimization guys, your new dynamic quants 2.0 are just what the community needed after having no updates since the "K_M/K_S" quants came online.

Thank you for the praise we really appreciate it! 🤗