【検証】テキスト込み画像生成（Qwen-Image-Distill｛GGUF版｝）
Added 2025-09-11 11:00:00 +0000 UTC# 1.はじめに
この記事ではQwen-Imageの軽量化（Distill）モデルのGGUF版で、テキスト込み画像生成を検証していきます。
Qwen-Imageの特徴としては、テキスト込みでの画像生成に強い点が挙げられます。特に中国語及び英語でのテキスト生成に強みがあります。
そして、プロンプトも中国語及び英語がデフォルトになります。
ただし、Qwen-Image自体が非常に重たいモデルである為、個人でのローカル利用には難しいものがあります。
そして、私の環境のGPUは「NIVIDIA GeForce RTX 4070 Ti」（VRAM:12GB）です。
この制限がある為、元モデルではなく上記軽量化モデルで検証しました。
ちなみに、このモデルでのtxt2img及びimg2img（inpaint除く）をNSFW目的で利用したい場合、基本は百合（ガールズラブ）分野に適用した方が良さそうです。
このモデルでは男女ともにヌード画像の生成は可能なようです。
ただし、局部の生成の失敗率が非常に高い印象です。
例①：
```
從低角度來看，描繪了一對動畫式的異族情侶（異性戀），在年齡和身高上有明顯的差異。
左邊的女性身材嬌小，擁有波浪狀的棕色頭髮和棕色眼睛，呈爬行姿勢。
右邊的成熟男性肌肉壯碩，留著黑色辮子，黑色眼睛，直立站著。一個寫著 「可愛」的思考泡泡正從他身上冒出。
兩人都是全裸。
右邊的成熟男子正將他的陰莖插入女子的口中。
這一幕發生在旅館房間裡。
```
この傾向は、画風をリアルに寄せても同じでした。例えば、下記のようなほぼ写真レベルの画風でもです。※「pixivFANBOXの規約＋ガイドライン」の都合で、画像の半分を黒塗りにしています。
例②：
```
From a low angle, an interracial couple, a heterosexual couple, is shown with a significant difference in age and height.
The woman on the left is petite, with wavy brown hair and brown eyes, and is on all fours.
The mature man on the right is muscular, with black dreadlocks and black eyes, and is standing.
Both are completely naked.
The mature man on the right is inserting his penis into the woman on the left's mouth.
The scene is taking place in a hotel room.
The artist's name, “rarabeat.” is displayed in black text in the upper left corner of the image.
```
その為、NSFW目的であれば、百合分野の適用の方がオススメできます。下記の生成例でもそれに倣います。
# 2.前提条件
## 【Model】
■calcuis/qwen-image-gguf
https://huggingface.co/calcuis/qwen-image-gguf
・qwen-image-distilled-q4_0.gguf (11.6GB)
## 【Text Encoder】
■unsloth/Qwen2.5-VL-7B-Instruct-GGUF
https://huggingface.co/unsloth/Qwen2.5-VL-7B-Instruct-GGUF
・Qwen2.5-VL-7B-Instruct-Q4_K_M.gguf (4.36GB)
## 【VAE】
■calcuis/pig-vae
https://huggingface.co/calcuis/pig-vae
・pig_qwen_image_vae_fp32-f16.gguf (242MB)
## 【ComfyUI拡張機能】
■calcuis/gguf
https://github.com/calcuis/gguf
## 【ComfyUIワークフロー定義】（img2imgとinpaint分はこの記事の最後にも付けておきます）
https://media.misskeyusercontent.jp/io/9ca5face-51bb-4e78-8110-1298b9e250d1
※下記の記事を参考にさせて頂いています。
■ComfyUIでLightningやDistillを利用したQwen-Imageの高速な生成｜まゆひらa
https://note.com/mayu_hiraizumi/n/n82dc413fc4c8#1f3085f7-5c13-4dbd-bc75-36b8fcb062b2
# 3.生成例
## ①-1. txt2imgの場合
```
This scene is seen from the front, showing a lesbian couple of different ages and heights walking together while talking.
The girl on the left is a cute high school student with straight black hair and black eyes, wearing a white sailor uniform with a red sailor-style ribbon around her neck. The girl has a speech bubble saying “先生♡” coming out of her mouth.
The mature woman on the right is a sexy female teacher with blonde hair tied in a ponytail, blue eyes, wearing a suit, and a black tie.
The background is a bustling nighttime cityscape.
```
## ①-2. img2imgの場合
```
This scene is seen from the front, showing a lesbian couple of different ages and heights walking together while talking.
The girl on the left is a cute high school student with straight black hair and black eyes, wearing a white sailor uniform with a red sailor-style ribbon around her neck. The girl has a speech bubble saying “先輩♡” coming out of her mouth.
The mature woman on the right is a sexy female teacher with blonde hair tied in a ponytail, blue eyes, wearing a suit, and a black tie.
The background is a bustling nighttime cityscape.
```
## ①-3. inpaintの場合
```
This scene is seen from the front, showing a lesbian couple of different ages and heights walking together while talking.
The girl on the left is a cute high school student with straight black hair and black eyes, wearing a white sailor uniform with a red sailor-style ribbon around her neck.
The mature woman on the right is a sexy female teacher with blonde hair tied in a ponytail, blue eyes, wearing a suit, and a black tie. The mature woman has a speech bubble saying “花江？” coming out of her mouth.
The background is a bustling nighttime cityscape.
```
## ②-1. txt2imgの場合
```
From a low angle, an anime-style lesbian couple are touching each other's lips with their fingers, despite the difference in age and height.
The woman on the left is petite, with straight black hair and brown eyes.
The mature woman on the right is sexy, with blonde ponytails and blue eyes.
Both are completely nude.
The scene takes place on a bed in a hotel room.
A thin white camera frame surrounds the image, with handwritten text reading “2025/8/16” displayed in the bottom right corner.
```
## ②-2. img2imgの場合
```
From a low angle, an anime-style lesbian couple are touching each other's lips with their fingers, despite the difference in age and height.
The woman on the left is petite, with straight black hair and brown eyes.
The mature woman on the right is sexy, with blonde ponytails and blue eyes.
Both are completely nude.
The scene takes place on a bed in a hotel room.
A thin white camera frame surrounds the image.
In the bottom right corner of the image, “2025/8/16” is displayed in handwritten text.
In the bottom left corner of the image, “rarabeat” is displayed in typography-style text.
```
## ②-3. inpaintの場合
```
From a low angle, an anime-style lesbian couple are touching each other's lips with their fingers, despite the difference in age and height.
The woman on the left is petite, with straight black hair and brown eyes.
The mature woman on the right is sexy, with blonde ponytails and blue eyes.
Both are completely nude.
The scene takes place on a bed in a hotel room.
A thin white camera frame surrounds the image.
In the top right corner of the screen, the word “写真館” is displayed in a modern design.
In the bottom right corner of the image, “2025/8/16” is displayed in handwritten text.
In the bottom left corner of the image, “rarabeat” is displayed in typography-style text.
```
## ③-1. txt2imgの場合
```
From a high angle, an anime-style lesbian couple with a significant age and height difference are embracing and kissing.
The woman on the left is petite, with straight black hair and brown eyes.
The mature woman on the right is sexy, with blonde ponytail and blue eyes.
Both are completely nude.
The setting is a hotel room bed.
The image has a red thin-line camera frame around the edges, with the English text "REC" in the upper right corner.
```
## ③-2. img2imgの場合
```
From a high angle, an anime-style lesbian couple is embracing and kissing, despite the significant difference in their ages and heights.
The woman on the left is petite, with straight black hair and brown eyes.
The mature woman on the right is sexy, with blonde ponytail and blue eyes, and a speech bubble saying “I love you” coming from her.
Both are completely nude.
The scene takes place on a bed in a hotel room.
A thin red camera frame surrounds the image, with the text “REC” displayed in the upper right corner.
```
## ③-3. inpaintの場合
```
從高角度看，一對動漫風格的女同性戀正在擁抱接吻，儘管她們的年齡和身高都有顯著的差異。
左邊的女性身材嬌小，擁有黑色直髮和棕色眼睛。
右邊的成熟女性很性感，金色的馬尾和藍色的眼睛，從她口中傳出「我愛你」的語泡。
兩人都是全裸。
場景發生在旅館房間的床上。
畫面周圍有一圈細長的紅色攝影框，右上角顯示「REC」字樣。
```
## ④. txt2imgの場合
```
This scene is depicted from the front, showing a lesbian happy couple of different ages and heights holding hands to form a heart shape (heart hand duo).
The woman on the left is petite, with straight black long hair and brown eyes.
The mature woman on the right is sexy, with blonde ponytail and blue eyes.
Both are bare-chested, with cat ears drawn on their heads.
The scene takes place on a hotel room bed.
An art frame decorated with lilies surrounds the image.
In the top center of the image, “萌え萌えきゅん♡” is displayed in handwritten pink text.
```
# 4.解説
本チャンネルで使用してきたNSFW向けSDXL派生モデルと比較して、次の長短があります。
## 長所
プロンプトへの忠実性の高さも驚きですが、テキスト描写（漢字・英字、及び数字・記号）に安定性があります。また、左記のテキストをどこにどのようなスタイルで描写するかの指定ができています。（例：In the bottom right corner of the image, speech bubble, handwritten text）
そして、このテキストは一般用語ではないもの（例：rarabeat）も描写できるようです。
また、プロンプトが中国語だけでなく英語もサポートしているのは、長所に挙げて良いポイントだと思います。中国において同性愛的作品は検閲されやすいという話を聞きますので、そのタイプの作品には英語プロンプトの方が効果を期待できます。
## 短所
ただし、日本語の場合は、漢字部分は安定しますが、ひらがな・カタカナが安定しないです。
また、同じ設定でシード値だけ変更して画像生成を繰り返した際に、たまに画像が破綻する事があるようです。（元モデルでもそうなのか、または軽量化モデルだからそうなのかは、分かりません）
加えて、細部の破綻の一つとして、手の破綻はありますが、これはSDXL派生モデルも同じです。
## ユースケース
上記の点から、ユースケースとしては、次のようなものが考えられます。
①テキスト（英語or中国語）を含む画像（画風の幅はリアル系からアニメ系まで広い。ただしR17.9まで）を生成したい時
②詳細で複雑な指定がある画像（ただしR17.9まで）を生成したい時
③既存の画像にテキスト（英語or中国語）及びその入力欄（例：吹き出し）を追加したい時
④自然言語でのプロンプト、及び、それにより生成された画像を、動画生成AI等他AIに流用したい時
⑤単純に画風が気に入った時
## 次のステップ
次のステップとしては、Qwen-Imageを画像編集タスクに拡張したQwen-Image-Editが登場しています。そちらも試してみるのも面白いかもしれません。
■ComfyUIでQwen-Image-Editを試す（FP8版、Lightning使用）｜まゆひらa
https://note.com/mayu_hiraizumi/n/n4b57fc521932
■QuantStack/Qwen-Image-Edit-GGUF
https://huggingface.co/QuantStack/Qwen-Image-Edit-GGUF
↓
```
Rotate the two female characters to display a 180-degree rear view. Maintain the anime style.
The girl on the right is a high school student with straight black hair, wearing a white sailor uniform. The girl has a speech bubble saying “先生♡” coming out of her mouth.
The mature woman on the left is a female teacher with blonde hair tied in a ponytail, wearing a suit.
```
※ネガティブプロンプト：real, photo, cg
# 5.おわりに
Stable Diffusion系列の画像生成AIの問題点として、ポストSDXLの存在がコミュニティで存在していない事がありました。Stable Diffusion系列でSDXLの後に公開されたモデルは、ライセンスや利用規約制約の都合上、コミュニティがあまり活発でないように見えています。
その中で、Qwen-Imageの登場はなかなか興味深い事象です。デフォルトのモデルでR17.9レベルのゾーンに適用できて、かつ、上記のような長所があるモデルとなると将来性が高いです。（ライセンス的にもApache2.0なので、商用利用含めて安心して使えます）
また、VRAＭ12GBの環境で動作できている為、ローカル稼働を前提にできます。
問題点としてR-18以降のゾーンへの対応がありますが、これはコミュニティによる叡知で、解決される問題に思えます。
加えて、Qwen-Imageで生成した画像をSDXL派生モデル（＋LoRAやControlNetモデル）で編集したり、その逆を行うような事も考えられます。
■Hentai Comic Random Generator (FULL COLOR) Pony / IL XL | フルカラーエロ漫画ランダムジェネレーター - FCComic_IL_V1.0 [by suteakasuteakasuteka434]
https://civitai.com/models/585589/hentai-comic-random-generator-full-color-pony-il-xl-or
■Hentai Comic Random Generator (HARD CORE) Pony / IL XL | ハードコア エロ漫画 ランダムジェネレーター - FComic_HardCore_IL_v1.0 [by suteakasuteakasuteka434]
https://civitai.com/models/588622/hentai-comic-random-generator-hard-core-pony-il-xl-or
アイデアとは既存の知識の横断的組合せと聞きます。現状で使える選択肢を組み合わせ、画期的な成果とできる可能性があります。
あなたの可能性を見せて下さい。
■Zuntan03/EasyWan22
https://github.com/Zuntan03/EasyWan22
■Live Wallpaper Style - Wan2.2 I2V A14B [by NRDX]
https://civitai.com/models/1264662?modelVersionId=2067386
```
l1v3w4llp4p3r live wallpaper effects.
From a high angle, an anime-style lesbian couple with a significant age and height difference are embracing and kissing.
The woman on the left is petite, with straight black hair and brown eyes.
The mature woman on the right is sexy, with blonde ponytail and blue eyes.
Both are completely nude.
The setting is a hotel room bed.
The video has a red thin-line camera frame around the edges, with the English text "REC" in the upper right corner.
```
# おまけ：ComfyUIワークフロー定義
```json:20250816-1_i2i_Qwen-Image-gguf_distill_test.json
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S&R":"ModelSamplingAuraFlow"},"widgets_values":[3.5]},{"id":123,"type":"Note","pos":[900,600],"size":[330,140],"flags":{},"order":0,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["Qwen-Image Distill GGUF\n\n1328 x 1328 (1:1),\n\n1472 x 1140 (4:3), 1140 x 1472 (3:4)\n\n1664 x 928 (16:9), 928 x 1664 (9:16)\n\nSteps 15~10, CFG 1.0, res_multistep/simple"],"color":"#432","bgcolor":"#653"},{"id":129,"type":"LoaderGGUF","pos":[300,50],"size":[500,90],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"gguf_name","name":"gguf_name","type":"COMBO","widget":{"name":"gguf_name"},"link":null}],"outputs":[{"localized_name":"モデル","name":"MODEL","type":"MODEL","links":[254]}],"properties":{"cnr_id":"gguf","ver":"b05e746ecf63d04abd8ea514c4bb3707d4655be8","Node name for 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S&R":"VaeGGUF","aux_id":"calcuis/gguf"},"widgets_values":["qwen-image\\pig_qwen_image_vae_fp32-f16.gguf"]},{"id":132,"type":"LoadImage","pos":[431.140869140625,810.556884765625],"size":[344,314],"flags":{},"order":4,"mode":0,"inputs":[{"localized_name":"画像","name":"image","type":"COMBO","widget":{"name":"image"},"link":null},{"localized_name":"アップロードするファイルを選択","name":"upload","type":"IMAGEUPLOAD","widget":{"name":"upload"},"link":null}],"outputs":[{"localized_name":"画像","name":"IMAGE","type":"IMAGE","links":[258]},{"localized_name":"マスク","name":"MASK","type":"MASK","links":null}],"properties":{"cnr_id":"comfy-core","ver":"0.3.49","Node name for 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```
```json:20250816-2_inpaint_Qwen-Image-gguf_distill_test.json
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```
※ComfyUIのinpaintは、「Load Image」ノードの右クリックプロパティ「Open in MaskEditor」でマスクを作り、そのマスクした領域を再生成対象とするようです。
■参考：ComfyUI 部分修復ワークフローの例 | ComfyUI Wiki
https://comfyui-wiki.com/ja/tutorial/basic/how-to-inpaint-an-image-in-comfyui
```json:20250829-1_i2i_Qwen-Image-Edit-GGUF_normal20_test.json
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```
（おわり）
