Model Card: Xing4.0-29B-A4B-Rewrite

Model Overview

Xing4.0-29B-A4B-Rewrite is a supervised fine-tuning (SFT) on top of XingChen-AGI/Xing4.0-29B-A4B (MoE, 29B total / 4B activated). It is designed for rewriting conversational and disorganized speech transcription text into clearer and more coherent written text.

Model Description

Field	Value
Model name	Xing4.0-29B-A4B-Rewrite
Base model	XingChen-AGI/Xing4.0-29B-A4B
Training method	Supervised Fine-Tuning (SFT)
Architecture	Decoder-only LLM (MoE)
Languages	Chinese
SFT context length	2048

Intended Use

Typical processing includes:

• reducing unnecessary repetitions and redundant expressions;
• removing meaningless fillers and fragmented expressions when appropriate;
• repairing incomplete or grammatically broken sentences;
• reorganizing disordered sentence structures;
• converting highly colloquial expressions into more natural written language;
• avoiding unnecessary summarization or information compression.

Limitations

The model may have the following limitations:

• Ambiguous or severely fragmented transcription text may be rewritten incorrectly.
• Errors already present in the transcription may affect the rewritten result.
• Long or highly disorganized inputs may lead to local information reordering or omission.
• Performance may vary across domains, speaking styles, and transcription quality.