SenseiHans/Qwen3.8-Flash-Next-Uncensored-Q4_K_XL-Gufo
text-generation model by SenseiHans
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Model card & documentation
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gufo-compatible requantization of the community "Abliterated" (uncensored) fine-tune of Qwen3.8-Flash-Next — prepared for the gufo inference engine on AMD Strix Halo (gfx1151). Created 2026-10-23 from the existing 3-shard GGUF Qwen3.8-Flash-Next-Uncensored-Q4KS — no new fine-tuning run, purely a layout/metadata correction that makes the same weights readable by gufo. 512 experts, size label 512x56B, 262 144 native context) orcarouter/Qwen3.8-Flash-Next-Uncensored orcarouter/Qwen3.8-Flash-Next-Uncensored-GGUF (3 shards, 105 GiB, imatrix quantization) The gufo engine validates a per-tensor format whitelist and the index-ring geometry while creating the model. The original Q4KS export failed both and was rejected by gufo. This copy passes: How this model runs in the AI Toolbox ecosystem (headless autostart via file mode, discrete model swap, LiteLLM) is documented in docs/AI-TOOLBOX-SETUP.md — including what the cockpit itself can and cannot do with gufo. Full provenance: the exact per-tensor dtype tables used for the requantization ship in docs/ — gufo-requant-minimal-rules.txt (the 716 exact-name rules actually applied),…
Read the full model card ↗ · Preview checked 2026-11-01T18:35:41.300Z
Inside the original model card — Document outline
- Qwen3.8-Flash-Next Uncensored — Q4KXL-Gufo
- Lineage
- What was changed (and why)
- Files
- Usage (gufo)
- License — please read (documented license discrepancy)
- Acknowledgements
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Model overview
SenseiHans/Qwen3.8-Flash-Next-Uncensored-Q4_K_XL-Gufo is a text-generation model repository published by SenseiHans on Hugging Face. The source reports the gguf library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- gguf
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2026-10-23T06:36:43.000Z
- Last modified
- 2026-10-23T06:36:46.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: Qwen/Qwen3.8-Flash-Next
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-23T06:46:00.441Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.