Fastest QWEN Coder 80B Next

Reddit r/LocalLLaMA / 4/5/2026

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Key Points

  • A user reports they used “Apex Quantization” with Qwen Coder 80B (Qwen3-Coder-Next-80B) and claims it delivers very high coding performance.
  • The post states the quantized model size was reduced to about 54.1GB while maintaining strong coding results.
  • The user shares a Hugging Face release: stacksnathan/Qwen3-Coder-Next-80B-APEX-I-Quality-GGUF.
  • They mention creating/using an “Important Matrix” based on code examples and intend to use this setup for “STACKS,” encouraging others to try it.
Fastest QWEN Coder 80B Next

I just used the new Apex Quantization on QWEN Coder 80B

Created an Important Matrix using Code examples

This should be the fastest best at coding 80B Next Coder around

It's what I'm using for STACKS! so I thought I would share with the community

It's insanely fast and the size has been shrunk down to 54.1GB

https://huggingface.co/stacksnathan/Qwen3-Coder-Next-80B-APEX-I-Quality-GGUF

https://preview.redd.it/wu924fls1dtg1.png?width=890&format=png&auto=webp&s=0a060e6868a5b88eabc5baa7b1ef266e096d480e

submitted by /u/StacksHosting
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