Joakimpalm-Zen/Qwen3-30B-A3B-derive-GGUF
AI model by Joakimpalm-Zen
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.
Qwen3-30B-A3B-derive-sens-q40-q3k.gguf is a 17.1 GB GGUF of Qwen/Qwen3-30B-A3B, made from Qwen3-30B-A3B-Q80.gguf by runner derive, for local inference in GGUF engines. It is not the publisher's model, only measured against it, and it was measured on one text only: the project's gold corpus (gold-corpus-2k.txt: English technical documentation with code, English prose and one Swedish passage), 2000 positions. No task benchmark was run. Weakest number first: top-1 agreement with the publisher's float32 model is 92.90%: at about one position in 14 the file's most likely next token differs from the reference's. This file passes the bar: mean KLD 0.0290 against the publisher's float32 model (bar 0.05) and margin-qualified top-1 99.01% (bar 97%). Each file measured against the same reference at the same positions; paired tests against this file. Files closer than this one come first. The recipe's target was 17106040320 bytes: 11 groups demoted from q40 to q3k, the ones that add…
Read the full model card ↗ · Preview checked 2026-11-02T08:11:03.893Z
Inside the original model card — Document outline
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the model card
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
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
Joakimpalm-Zen/Qwen3-30B-A3B-derive-GGUF is a task-unspecified model repository published by Joakimpalm-Zen 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
- Not reported
- 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
- 2026-11-02T06:26:00.000Z
- Last modified
- 2026-11-02T06:29:42.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: Qwen/Qwen3-30B-A3B
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.