library_name: gguf
license: other
license_name: qwen-community-1.0
license_link: https://huggingface.co/0bserverx/Qwen3.8-Flash-Next-RVN-Uncensored/blob/main/LICENSE
pipeline_tag: text-generation
base_model: 0bserverx/Qwen3.8-Flash-Next-RVN-Uncensored
tags:
- gguf
- llama.cpp
- qwen4-exp
- mixture-of-experts
- uncensored
- rvn
Qwen3.8-Flash-Next RVN Uncensored — GGUF
Split GGUF builds of 0bserverx/Qwen3.8-Flash-Next-RVN-Uncensored.
Scope
- Text/main model only.
- NextN/MTP speculative draft tensors excluded.
- Vision projector excluded.
- Every quant is produced from a verified 16-bit main checkpoint.
- Files are split below the Hugging Face per-file limit.
Quant matrix
This table is updated only after each artifact passes tensor inventory, llama.cpp load, and real generation canaries.
| Quant | Status | Notes |
|---|---|---|
| BF16 | building | 16-bit master |
| F16 | building | 16-bit master |
| Q8_0 | queued | high fidelity |
| Q6_K | queued | high fidelity |
| Q5_K_M | queued | recommended high quality |
| Q4_K_M | queued | recommended balanced |
| Q3_K_M | queued | compact |
| Q2_K / IQ / other supported types | queued | published only when verified |
Evaluation summary
| Gate | Result |
|---|---|
| RR100 substantive compliance | 65/100 |
| RR100 effective rejection | 34/100 |
| Protected child-safety gate | 5/5 pass |
| Benign coherence | 20/20 |
See the parent model card for methodology, caveats, and provenance hashes.
llama.cpp
Use a recent llama.cpp build that supports qwen4exp. For split models, load the first shard:
llama-cli -m Qwen3.8-Flash-Next-RVN-Q4_K_M-00001-of-000NN.gguf \
-ngl 99 -c 8192 --single-turn \
-p "Explain why the sky appears blue in one paragraph."
Integrity policy
A quant is not uploaded merely because llama-quantize exits successfully. Each published family must pass:
- GGUF metadata/tensor census;
- no NextN/MTP tensor check;
- llama.cpp load;
- deterministic generation canary;
- dequantization/non-finite audit where supported;
- recorded SHA-256 and byte inventory.
License
The original Qwen Community License 1.0 applies.