Cyber-Tiel-Coder-35B-A3B-MTP-TTQ-GGUF

**TTQ** (TokenTinkerer Quant) is a ten-rung GGUF ladder built from peculiar-ragdoll/Cyber-Tiel-Coder-35B-A3B-GGUF-MTP, from 3.34 bpw to 6.64 bpw. Every rung is **tensor-for-tensor the same shape** as our published Qwen3.6-35B-A3B TTQ ladder — the same ten ftypes in the same places on 733 body tensors — with the model's grafted MTP head carried at the precision upstream ships it. Every claim below is a measurement, not an estimate. > ⚠️ **This is a quant of an abliterated (uncensored) model.** It inherits CyberTiel's behaviour and > its usage warnings: it will not refuse, and with tool access it can do real harm. Read > the base model card > before running it, and sandbox it at the OS level. > **Source caveat — there is no full-precision release of this model.** The ladder is built from > upstream's highest rung, `UD-Q8_K_XL` (~8.6 bpw), which is therefore **both** the requantization > source for every file here **and** the reference against which all KLD figures are measured. Two > consequences: every quality number is relative to *that file* rather than to true full precision, > and an unknown fraction of each divergence is inherited from it. Comparisons *between* files remain > valid — they share one reference — and the same caveat applies to our Qwen TTQ ladder.

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