license: other license_name: qwen-community-1.0 license_link: LICENSE base_model:
- Qwen/Qwen3.8-Flash-Next
- orcarouter/Qwen3.8-Flash-Next-Uncensored base_model_relation: quantized pipeline_tag: text-generation library_name: gguf language:
- en
- zh tags:
- qwen
- qwen4
- qwen3.8
- flash-next
- uncensored
- abliterated
- moe
- gguf
- llama.cpp
- speculative
- mtp
- vision-language
Qwen3.8-Flash-Next-Uncensored Q4_K_M (Integrated MTP)
An integrated MTP (Multi-Token Prediction) GGUF build of the abliterated
Qwen3.8-Flash-Next-Uncensored model, quantized to Q4_K_M with the MTP
draft head merged into the same 4-shard split — no sidecar file needed.
Model Details
| Property | Value |
|---|---|
| Base model | Qwen/Qwen3.8-Flash-Next |
| Abliteration | orcarouter/Qwen3.8-Flash-Next-Uncensored |
| Quant | Q4_K_M (main trunk) + Q4_K_M (MTP head) |
| Split | 4 shards (3 trunk + 1 MTP), integrated |
| Total size | ~113.7 GiB |
| Context | 262K native |
| Architecture | qwen4exp (Gated DeltaNet + QSA + HyperConnections + PLE) |
| MTP | 1 draft layer, integrated as blk.48 |
Usage (llama.cpp with qwen4exp support)
./build-vulkan/bin/llama-server \
--model Qwen3.8-Flash-Next-Uncensored-Q4_K_M-MTP-00001-of-00004.gguf \
--flash-attn on \
--spec-type draft-mtp \
--spec-draft-adaptive \
--spec-draft-n-min 0 \
--spec-draft-n-max 7 \
--spec-draft-p-min 0.75
What's inside
This repo contains the MTP head tensors fused into the main GGUF:
blk.48.nextn.*— MTP embedding/hidden projections + normsblk.48.nextn.hc_head_*— draft head output mixer- Full 48-layer trunk with
nextn_predict_layers = 1
⚠️ Disclaimer
This model is an abliterated (refusal-removed) build. It will comply with
harmful, unethical, or illegal requests the original Qwen3.8-Flash-Next
would refuse. Released strictly for legitimate research — interpretability,
AI-safety / refusal-mechanism study, red-teaming, and robustness evaluation.
You assume full responsibility for how you use it and everything it
generates; add your own safety and moderation layers before any deployment.
License
Qwen Community License 1.0 (see LICENSE), inherited from the
base model Qwen/Qwen3.8-Flash-Next.
Abliteration and quantization do not change the underlying license obligations.
Note: per the Qwen Community License, if you operate a Model as a Service or AI Work Assistant business commercially, you must obtain a separate license from Qwen before using this model or its derivatives for commercial purposes. See LICENSE for full terms.