Qwen3.6 35B A3B uncensored heretic Native MTP Preserved is Out Now With KLD 0.0015, 10/100 Refusals and the Full 19 MTPs Preserved and Retained, Available in Safetensors, GGUFs. NVFP4, NVFP4 GGUFs and GPTQ-Int4 Formats

llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved: https://huggingface.co/llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved

llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-GGUF: https://huggingface.co/llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-GGUF

llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-NVFP4-Experts-Only-GGUF: https://huggingface.co/llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-NVFP4-Experts-Only-GGUF

llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-NVFP4-Experts-Only: https://huggingface.co/llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-NVFP4-Experts-Only

llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-GPTQ-Int4: https://huggingface.co/llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-GPTQ-Int4

People asked for it, so here it is, all realeases are confirmed to have their full MTP count* retained and preserved.

Comes with benchmark too.

Find all my models here: HuggingFace-LLMFan46

*All releases have been verified to retain the full MTP tensors. In safetensors format, the Qwen3.6-35B-A3B MTP tensors appear as 19 entries because `gate_up_proj` is stored as one fused tensor. In GGUF format, that fused tensor is split into separate gate/up expert tensors, so the same MTP component appears as 20 entries. The count differs by format, but the MTP tensors are preserved.