gugujiji/novel-humanize-4b
text-generation model by gugujiji
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Model card & documentation
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把 AI 味很重的中文网文章节，改成更像真人作者写的样子。剧情、对话、人物都不动，只换笔法。 基于 Qwen3-4B，一张普通显卡就能跑。仅限非商业使用。 提示词要用下面这段，别改。 系统提示词： 用户消息： 标点都是英文半角，复制时注意别被换成全角。也可以直接从 fixtools.py 里 import SYSTEM 和 wrapinput。 采样：temperature 1.0, topp 0.95, topk 20, presencepenalty 0.3，关掉思考模式。 一次喂一整章效果最好，1000–2500 字。太短（几百字）容易自己编剧情，太长就按段落切开。 改完偶尔会有错别字、的地得用混。fixtools.py 可以先改写，再调你自己的大模型 API（OpenAI 兼容接口都行）把错字挑出来，只改错字，不会重写。 fixtools.py 里有…
Read the full model card ↗ · Preview checked 2026-10-31T06:49:23.553Z
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Model overview
gugujiji/novel-humanize-4b is a text-generation model repository published by gugujiji 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)
- 851
- Cumulative likes
- 68
- Hugging Face trending score
- 63
- Reported safetensors parameters
- 4,022,468,096
- Architecture
- Qwen3ForCausalLM
- License
- cc-by-nc-4.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-25T12:49:46.000Z
- Last modified
- 2026-10-27T07:39:06.000Z
Compatibility and lineage
Reported languages: zh
Reported base models: Qwen/Qwen3-4B
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.
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-01T06:49:30.141Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.