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TW
Natalie Portman Sdxl Flux
模型概述
該模型是一個定製化的LoRa訓練模型，專注於生成高質量的女性肖像圖像，支持從照片級真實感到動漫風格的多種藝術表現。模型特別擅長處理性感、名人風格的肖像，並能適應不同的背景和場景需求。
模型特點
多風格支持
能夠生成從照片級真實感到動漫風格、油畫風格等多種藝術表現形式的圖像。
高質量肖像生成
特別擅長生成高質量的女性肖像，注重細節如妝容、飾品和表情。
場景適應性強
能夠根據提示詞生成各種背景場景，從夜店到自然風光都能很好表現。
名人風格處理
能夠處理特定名人（如娜塔莉·波特曼）的風格特徵，生成具有辨識度的肖像。
模型能力
文本到圖像生成
風格轉換
肖像生成
場景生成
藝術風格模仿
使用案例
藝術創作
肖像藝術
為藝術家提供創作靈感或直接生成可用於藝術項目的肖像作品。
高質量、風格多樣的肖像圖像
概念設計
為遊戲、電影等娛樂產業生成角色概念圖。
風格統一、細節豐富的角色設計
商業應用
廣告素材
快速生成符合品牌調性的廣告人物形象。
專業級的人物攝影效果
社交媒體內容
為網紅、博主生成獨特的個人形象照片。
Instagram風格的高質量自拍
娛樂
粉絲藝術
生成名人或虛構角色的粉絲藝術作品。
具有辨識度的名人風格肖像
角色扮演素材
為COSPLAY愛好者提供角色參考圖像。
詳細的服裝和妝容參考
🚀 娜塔莉·波特曼（SDXL + FLUX）
本項目基於SDXL和FLUX技術，利用娜塔莉·波特曼的圖像數據訓練了多個版本的LoRA模型，可用於生成不同風格和場景下的娜塔莉·波特曼圖像，為文本到圖像的生成提供了多樣化的選擇。
🚀 快速開始
模型下載
此模型的權重以Safetensors格式提供。你可以在Files & versions標籤頁中下載。
使用🧨 diffusers庫調用模型
from diffusers import AutoPipelineForText2Image
import torch
device = "cuda" if torch.cuda.is_available() else "cpu"
pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to(device)
pipeline.load_lora_weights('Keltezaa/natalie-portman-sdxl-flux', weight_name='natportman_2004_local_164_v2-000005.safetensors')
image = pipeline('High quality passport photo of a woman wearing a suit and tie looking directly at the camera with her mouth closed and a neutral expression. She is also wearing a delicate gold chain and some understated diamond earrings. ').images[0]
更多詳細信息，包括LoRA的加權、合併和融合，請查看diffusers中加載LoRA的文檔。
✨ 主要特性
多版本模型
- FLUX v.2：基於FLUX.1 [dev]，使用84張帶有GPT - 4字幕的娜塔莉·波特曼照片進行訓練。在FLUX 1.dev（完整）、FLUX fp8和FLUX nf4上進行了測試。建議使用強度為0.8 - 1.2，蒸餾CFG 3.5和CFG 1.0（無負提示），Clipskip 1。
- 正向提示示例：
{Artstyle, Character and scene description in usual FLUX fashion}, <lora:natportman_2004_local_164_v2-000005:1.0>
- 正向提示示例：
- FLUX v.1 (Portman in 2004)：基於FLUX.1 [dev]，使用100張2004年帶有GPT - 4字幕的娜塔莉·波特曼照片進行訓練。在FLUX 1.dev（完整）、FLUX fp8和FLUX nf4上進行了測試。建議使用強度為0.8 - 1.2，蒸餾CFG 3.5和CFG 1.0（無負提示），Clipskip 1。
- 正向提示示例：
{Artstyle, Character and scene description in usual FLUX fashion}, <lora:Natalie_Portman_2004_FLUX_epoch_16:1.1>
- 正向提示示例：
- v6.0 2004：基於Juggernaut X，使用230張2003 - 2004年的娜塔莉·波特曼照片進行訓練。在Juggernaut X、Juggernaut v7、RealismEngine 2、RealVisXL3和AlbedoBase 2.0上進行了測試。使用關鍵詞
"ntxprtman"，建議使用強度為1.0 - 1.1，CFG 5.0 - 7.0，Clipskip 1，步數為10 - 40。- 正向提示示例：
{Artstyle}, {Character and scene description}, elxolsn, <lora:natportman_2003_juggerX_xl_1_wocap-natxprtmn-000149:1.0> - 負向提示示例：
ugly, deformed, airbrushed, photoshop, rendered, (multiple people), child
- 正向提示示例：
- v5.0 Juggernaut X：為Juggernaut X訓練，使用270張娜塔莉·波特曼的照片。建議與Juggernaut X、Juggernaut v7或RealismEngine 2一起使用，與Juggernaut X配合效果最佳。使用關鍵詞
"natxportman"。- 正向提示示例：
{Artstyle}, {Character and scene description}, natxportman, <lora:natportman_gpt4_juggernautX_2_wocap-merger_21_65_83_04_02_04-natxportman:1.0> - 負向提示示例：
ugly, deformed, airbrushed, photoshop, rendered, (multiple people), child
- 正向提示示例：
- v4.0 80mb：基於137張娜塔莉·波特曼的照片訓練，改進的LoRA模型在保持相似度的同時大幅減小了尺寸。在提示開頭使用關鍵詞
"natxportman"，建議LoRA使用強度約為1.1。 - v3.1：基於v3.0的200張圖像數據集中的一個子集進行訓練，該子集具有更好的平衡性和字幕（更精細的GPT - 4視覺提示）。LoRA強度為0.8 - 1.2。
- v3.0：基於200張圖像重新訓練，採用改進的LoRA訓練方法和模型，在保持相似度和GPT - 4視覺字幕的同時提供更高的靈活性。權重保持在1.05 - 1.1。
- v2.0：基於SDXL 1.0基礎，使用270張娜塔莉·波特曼的照片訓練LoRA。該LoRA也在Juggernaut XL 3.0上進行了測試。除了“...2004...”生成的圖像外，大多數示例圖像是使用Juggernaut創建的。
- v1.0：基於SDXL 1.0基礎，使用45張娜塔莉·波特曼的照片訓練LoRA。ComfyUi的推薦強度為1.1。
📄 許可證
本模型使用定製的LoRA訓練許可證。
模型示例展示
以下是一些提示文本及其生成的圖像示例：
| 提示文本 | 生成圖像鏈接 |
|---|---|
| High res waist up portrait photo of a woman directly facing the camera with eye - makeup featuring glittery eye - shadow and clear glossy lip - gloss. She is looking at the camera with a slight seductive look. She is wearing a thin string - like black choker and hoop earrings. In the background is a nightclub scene out of focus. | 33238788.jpeg |
| Use modern vector graphics flat design art with vibrant colors with a limited color pallete and simple shapes to create an illustration of a woman wearing flowers in her hair looking at the viewer. | 33198302.jpeg |
| High res waist up portrait photo of a woman directly facing the camera with eye - makeup featuring glittery eye - shadow and clear glossy lip - gloss. She is looking at the camera with a slight seductive look. She is wearing a thin string - like black choker and hoop earrings. In the background is a nightclub scene out of focus. | 33237679.jpeg |
| Contact sheet with 4 images of a woman with a messy short bob cut wearing a black turtleneck. | 33198319.jpeg |
| Detailed realistic drawing of the face of a woman facing the viewer but the left half of her face is skull while the right side of her face is normal. She has no hair on the left side of her face only a skull and also her eye - socket is hollow on the left side. | 33198332.jpeg |
| High quality studio photo of a sexy woman with beautiful eyes and her hair in a ponytail wearing a tight shirt and jeans with her midsection visible and a thin tight choker with a metal ring attached to the front of it around her neck looking at the viewer. On the plane white wall behind her is a blue analog clock which shows the time to be 2:30. Bellybutton is visible. | 33198350.jpeg |
| ((Retro 90s Anime style illustration)) drawing of a closeup on face of woman wearing a long black trench - coat futuristic city in the background in the style of the 90s anime Akira. | 33198360.jpeg |
| Instagram photo of a woman with freckles on her face in the winter outdoors silhouette illumination of her hair. Taken with a ProPhoto iPhone camera. | 33198368.jpeg |
| (Beautiful impressionistic oil painting) of a woman in the 1870s in france during the french revolution holding a three - pronged simple pitchfork and leading a rabble of shouting people to the bastille. She is clothed in french peasant clothing of the early 19th century and has a determined look on her face. | 33198401.jpeg |
| High quality photo in side view of a woman looking at the viewer standing on top of a hill in the windy scottish highlands wearing a tight full sleeve figure hugging turtle neck shirt and white dress pants that are also form fitted. | 33198417.jpeg |
| Misty Valley a close - up of a mysterious woman one half of her body and face is beautiful angelic appearance blue eyes white hair the other half of her body and face is demonic coal - black skin red eye and hair are burning with fire demonic horn on her back are wings corresponding to each part of the body. Dark atmosphere cinematic masterpiece clear focus. | 33198463.jpeg |
| High res waist up portrait photo of a woman with glittery eye - shadow and clear glossy lip - gloss. She is looking at the viewer with her mouth closed. She is wearing a thin string - like black choker and hoop earrings. In the background is a nightclub scene out of focus. | 33198688.jpeg |
| Abstract Surrealist cubist painting depicting a woman with green eyes and a red apple on her head looking at herself in the mirror. | 33198482.jpeg |
| High quality passport photo of a woman Neytiri with blue skin wearing a suit and tie looking directly at the camera with her mouth closed and a neutral expression. She is also wearing a delicate gold chain and some understated diamond earrings. | 33199007.jpeg |
| Instagram selfie of a nordic viking warrior princess with black warpaint under her eyes. There is a beautiful norwegian fjord in the background and other viking troops walking past her. She looks fierce and beautiful yet calm. | 33198486.jpeg |
| Anime screencap featuring a Minimalist and abstract side profile of a robot woman with a universe sprouting from her mind as she opens her eyes and attains consciousness for the first time in the dark. She has beautiful and intelligent bright orange eyes brimming with knowledge and benevolence. Mostly in hues of blue and green. | 33198556.jpeg |
| High quality portrait photo of an elven queen with pointy ears in the forrest wearing a laurel wreath. She is gazing at the viewer in an aloof and neutral manner. Voluminous rays of sunlight illuminating the forrest patch behind her. | 33198602.jpeg |
| Anime screencap featuring a Minimalist and abstract side profile of a robot woman with a universe sprouting from her mind as she opens her eyes and attains consciousness for the first time in the dark. She has beautiful and intelligent bright orange eyes brimming with knowledge and benevolence. Mostly in hues of blue and green. | 33198627.jpeg |
| A twitch streamer woman talking to the camera on her streaming setup sitting in a cute neon lit pink streamer room and wearing bunny ears. The orange neon sign in the background reads "CelebTV". | 33198751.jpeg |
| High quality passport photo of a woman wearing a suit and tie looking directly at the camera with her mouth closed and a neutral expression. She is also wearing a delicate gold chain and some understated diamond earrings. | 33243202.jpeg |
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