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
Community release of Qwen3.6 35B A3B uncensored variant with full 19 MTP tensors preserved, available in multiple formats including Safetensors, GGUF, NVFP4 and GPTQ-Int4.
llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved: [https://huggingface.co/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](https://huggingface.co/llmfan46/Qwen3.6-27B-uncensored-heretic-v2-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](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](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](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](https://huggingface.co/llmfan46/models) \*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.
A community fine-tuned and merged version of Qwen 3.5 9B that claims to exceed critical benchmarks of larger models, available in GGUF format with multi-token prediction support.
ByteShape releases Qwen 3.6 35B GGUF quantizations in NTP and MTP variants with detailed benchmarking across multiple GPUs and CPUs, finding that larger quants often outperform smaller ones and MTP provides GPU speed boosts at the cost of memory.
The Qwen3.8-27B Uncensored Aggressive AI model has been released, featuring K_P quantization and HauhauCS FastMTP for significant performance improvements, with no content refusals and multimodal support.