Qwen3.8-Flash-Next-ik-llama-GGUF

**Hugging Face's download widget does not recognize _KT GGUFs. Download links are in the table below.** Text-only GGUFs of Qwen/Qwen3.8-Flash-Next, quantized with an importance matrix calibrated for agentic coding, plus an IQ4_KT quant of the model's own MTP draft head. The v3 IQ4_KT and the v3 IQ3_KT replace the IQ4_KT and the IQ3_KT first published here on 2026-09-01. The version number continues from the IQ4_KT_v2. Against the BF16, the mean KL divergence of the v3 IQ4_KT is 56% lower than that of the replaced IQ4_KT on English text and 55% lower on code. For the v3 IQ3_KT against the replaced IQ3_KT, it is 44% lower on English and 42% lower on code (see Validation). The v3 IQ4_KT is 5.7 GiB smaller than the replaced IQ4_KT, and the v3 IQ3_KT is 7.7 GiB smaller than the replaced IQ3_KT. The replaced files remain in the history of this repository, at revision `2ede446`. The MTP head is unchanged.

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