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him0413/Qwen3.8-Flash-Next-Uncensored-Q4_K_M-MTP

sourceHugging Faceotherupdated 25d agoView on Hugging Face

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Model Card

Qwen3.8-Flash-Next-Uncensored Q4KM (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	Q4KM (main trunk) + Q4KM (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)

bash

./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 + norms
—blk.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.