Model overview
> **Qwen-Image-2.1-PE-I2I** is an image-editing prompt rewriting model for Qwen-Image-2.1, a fine-tuned Qwen3.5-VL-9B that takes a vague editing instruction plus one or more input images and expands it into a precise, actionable prompt suitable for downstream image editing. It supports multi-image inputs (referenced as ` `, ` `, etc.) for tasks like compositing a subject from one image into another's scene, reasons through a ` ` block before outputting a structured JSON result containing the rewritten prompt plus either a `wh_ratio` (new aspect ratio for compositions) or `ratio_follow` (inherited aspect ratio for in-place edits) — the two fields being mutually exclusive. The rewritten prompt is designed to feed directly into the Qwen-Image-2.1 diffusion pipeline via Diffusers for the actual image edit, and the model is loaded through standard Transformers (`AutoModelForImageTextToText`) with a system prompt shipped alongside the checkpoint; it's released under the Qwen Research License Agreement. > [!NOTE] System Prompt — https://huggingface.co/Qwen/Qwen-Image-2.1-PE-I2I/blob/main/system_prompt.txt File Name | Quant Type | File Size | File Link | |-----------|------------|-----------|-----------| | Qwen-Image-2.1-PE-I2I.BF16.gguf | BF16 | 17.9 GB | Download | | Qwen-Image-2.1-PE-I2I.Q3_K_L.gguf | Q3_K_L | 4.93 GB | Download | | Qwen-Image-2.1-PE-I2I.Q3_K_M.gguf | Q3_K_M | 4.62 GB | Download | | Qwen-Image-2.1-PE-I2I.Q4_K_M.gguf | Q4_K_M | 5.63 GB | Download | | Qwen-Image-2.1-PE-I2I.Q4_K_S.gguf | Q4_K_S | 5.35 GB | Download | | Qwen-Image-2.1-PE-I2I.Q5_K_M.gguf | Q5_K_M | 6.47 GB | Download | | Qwen-Image-2.1-PE-I2I.Q5_K_S.gguf | Q5_K_S | 6.31 GB | Download | | Qwen-Image-2.1-PE-I2I.mmproj-bf16.gguf | mmproj-bf16 | 922 MB | Download |
Key features
特点摘要待依据来源补齐，不凭模型名称推断能力。
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
暂无已采集的可核验公开评分。模型未上榜不代表能力较低。
View full indexed rankings →Frequently asked questions
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：other。模型介绍与第三方评测均以原来源的具体版本和方法为准。