r/LocalLLaMA · · 1 min read

Who is your favourite quant publisher and why?

Mirrored from r/LocalLLaMA for archival readability. Support the source by reading on the original site.

Hey everyone,

I’ve been a big fan of Unsloth for several reasons:

  • They publish models ASAP after release.
  • They usually offer the lowest PPL.
  • Their website has tons of helpful tutorials and documentation.

Recently, I stumbled upon this Reddit thread suggesting to try out an Apex MoE quant of Mudler instead:
👉 https://www.reddit.com/r/LocalLLaMA/comments/1t3n6jo/apex_moe_quants_update_25_new_models_since_the/

So I decided to test it myself. I tried running Qwen3.5 122B IQuality, which is roughly the same size as Qwen3.5 122B Q4_K_XL. So far, I haven’t noticed a difference in real world tasks between these two models in terms of output quality so i decided to run one gsm8k benchmark and unsloth was slightly better.

So im asking you now, who is your fav publisher and why?

submitted by /u/No_Algae1753
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