iamMrDuncan/Qwen3.8-27B-PN3-GGUF
text-generation model by iamMrDuncan
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
Join us on Discord: questions, results from your own P100, and ideas. A 3-bit-class quantization of Qwen/Qwen3.8-27B in the PNX format, built for fast decoding on a single NVIDIA Tesla P100 (sm60). 12,354 MiB. Text only. It includes the model's MTP (next-token prediction) block for speculative decoding. All rows below were scored in the same harness: an exact fp32 forward pass using each file's dequantized weights, compared against the fp32 forward pass of the original BF16 weights. Only the weights differ between rows. Corpus: wikitext + code + chat, 401,626 scored positions. KL is the mean full-vocabulary KL(reference ‖ model) in nats. Structured output and tool calling (1,500 items from BFCL, JSONSchemaBench, StructEval and IFEval; greedy; run in vLLM bf16 with the dequantized weights): 86.47% pass rate against 86.67% for the BF16 model, a net drop of 0.20 points (95% CI −0.87 to +1.27). Long context: tested at depths up…
Read the full model card ↗ · Preview checked 2026-11-02T08:08:09.508Z
Inside the original model card — Document outline
- Qwen3.8-27B-PN3 (GGUF, PNX format)
- Files
- Quality
- Running it
- Download and verify
- Format
- How it was made
- Caveats
- License
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
iamMrDuncan/Qwen3.8-27B-PN3-GGUF is a text-generation model repository published by iamMrDuncan on Hugging Face. A library was not reported.
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
- Not reported
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-11-02T06:16:18.000Z
- Last modified
- 2026-11-02T06:33:20.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: Qwen/Qwen3.8-27B
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
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-02T06:51:21.067Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.