AI is happening. The future is updating.Qwen3.8-27B-ARA-abliterated-NVFP4-MTP
This is a multimodal, refusal-ablated (commonly described as "uncensored") W4A4 NVFP4 derivative of the reproducible `trohrbaugh/Qwen3.8-27B-heretic-ara` BF16 checkpoint. It is intended for native Blackwell NVFP4 inference. This artifact passed its text-capability, image-vision, benign refusal-surface, native MTP-acceptance, integrity, and clean-load gates on vLLM 0.23. See `BUILD_MANIFEST.json`, `VALIDATION_REPORT.json`, and `SHA256SUMS` for exact provenance and results. Video tensors/processors are preserved, but video input was not part of the live runtime gate. The live gate used `Qwen3_5ForConditionalGeneration`, native three-token MTP, the FlashInfer CUTLASS NVFP4 kernel, an 8,192-token context, and an RTX PRO 6000 Blackwell GPU. Loaded model memory was approximately 19.53 GiB.
This is a multimodal, refusal-ablated (commonly described as "uncensored") W4A4 NVFP4 derivative of the reproducible `trohrbaugh/Qwen3.8-27B-heretic-ara` BF16 checkpoint. It is intended for native Blackwell NVFP4 inference. This artifact passed its text-capability, image-vision, benign refusal-surface, native MTP-acceptance, integrity, and clean-load gates on vLLM 0.23. See `BUILD_MANIFEST.json`, `VALIDATION_REPORT.json`, and `SHA256SUMS` for exact provenance and results. Video tensors/processors are preserved, but video input was not part of the live runtime gate. The live gate used `Qwen3_5ForConditionalGeneration`, native three-token MTP, the FlashInfer CUTLASS NVFP4 kernel, an 8,192-token context, and an RTX PRO 6000 Blackwell GPU. Loaded model memory was approximately 19.53 GiB.