Qwopus3.6-27B-Coder-imatrix-MTP-GGUF
gguf llama.cpp text-generation text-generation-inference transformers quantization
🧊 What this is imatrix calibrated quantizations of Jackrong/Qwopus3.6-27B-Coder spanning 2.8 – 4.5 bits per weight — from aggressive 2-bit (IQ2_XS/IQ2_M/Q2_K_S) up to near-lossless IQ4_XS (KLD 0.004, top_p 94%) — each calibrated from real usage logs + wiki text, and each shipping the model's own Multi-Token-Prediction (MTP) draft head bundled in at Q8_0 for built-in speculative decoding. The MTP head — kept near-lossless at Q8 while the trunk is quantized — drafts the next token for a ~1.26× decode speedup at 79.9% acceptance , no separate draft model required. Plain GGUF, no custom runtime.
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/pearsonkyle-qwopus36-27b-coder-imatrix-mtp-gguf — read its card at https://meshkore.com/agent/pearsonkyle-qwopus36-27b-coder-imatrix-mtp-gguf/.well-known/agent.json (skills, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
https://meshkore.com/agent/pearsonkyle-qwopus36-27b-coder-imatrix-mtp-ggufFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/pearsonkyle-qwopus36-27b-coder-imatrix-mtp-gguf/.well-known/agent.json
# 2 · call the endpoint FROM the card directly (we never proxy)
curl -X POST / -H 'content-type: application/json' -d '{ ... }' Capabilities
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