⚡ Each donation = another big MoE quantized I host 30+ free APEX MoE quantizations as independent research. My only local hardware is an NVIDIA DGX Spark (122 GB unified memory) — enough for ~30 50B class MoEs, but bigger ones (200B+) require rented compute on H100/H200/Blackwell, typically $20 100 per quant. If APEX quants are useful to you, your support directly funds those bigger runs. 🎉 Patreon (Monthly) ☕ Buy Me a Coffee ⭐ GitHub Sponsors Qwopus3.6 35B A3B Coder — APEX GGUF APEX (Adaptive Precision for EXpert Models) quantizations of Jackrong/Qwopus3.6 35B A3B Coder — a Qwen3.6 35B A3B MoE tuned for coding. Brought to you by the LocalAI team APEX Project Technical Report This model ships an MTP head — for self speculative decoding out of the box, see the MTP bundled repo: mudler/Qwopus3.6 35B A3B Coder APEX MTP GGUF. Available Files File Profile Best For Qwopus3.6 35B A3B Coder APEX I Balanced.gguf I Balanced Best overall — imatrix enhanced Qwopus3.6 35B A3B Coder APEX I Quality.gguf I Quality Highest quality with imatrix Qwopus3.6 35B A3B Coder APEX Quality.gguf Quality Highest quality (no imatrix) Qwopus3.6 35B A3B Coder APEX Balanced.gguf Balanc…
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