| --- |
| model_name: jackieV1 |
| model_type: textual_inversion |
| pipeline_tag: text-to-image |
| base_model: "unknown" |
| library_name: kohya-ss |
| license: other |
| tags: |
| - textual-inversion |
| - sdxl |
| - embedding |
| - identity |
| - kohya-ss |
| language: |
| - en |
| inference: false |
| pretty_name: "jackieV1 — SDXL Textual Inversion Embedding" |
| --- |
| |
| # jackieV1 — SDXL Textual Inversion Embedding |
|
|
| **Type:** Textual Inversion (TI) |
| **Base Model:** SDXL 1.0 (`juggernautXL_ragnarokBy.safetensors`) |
| **Token:** `jck1` |
| **Author:** BonusLockSMith |
|
|
| --- |
|
|
| ## 🧠 Overview |
|
|
| `jackieV1` is a **Textual Inversion identity embedding** trained on SDXL 1.0 using the |
| `juggernautXL_ragnarokBy.safetensors` checkpoint. |
|
|
| The goal of this embedding is to **lock in a consistent Jackie identity** across different outfits, scenes, and lighting setups while letting background, pose, and styling change freely. |
|
|
| ### Intended Use |
|
|
| - Portrait shots with a consistent face |
| - Full-body character renders with different outfits and environments |
| - Style / setting changes (studio, outdoor, cinematic, etc.) that keep the same person |
|
|
| This is an **identity / character lock** tool, not a general style LoRA. |
|
|
| --- |
|
|
| ## 🔧 Training Details |
|
|
| **Pipeline:** `sdxl_train_textual_inversion.py` (kohya_ss / sd-scripts) |
| **Method:** DreamBooth-style TI on SDXL |
| |
| - **Token string:** `jck1` |
| - **Init word:** `woman` |
| - **Vectors per token:** `8` |
| - **Resolution:** `512 × 512` |
| - **Steps:** `800` (3 epochs, 540 effective images with repeats) |
| - **Batch size:** `2` |
| - **Optimizer:** 8-bit AdamW (`AdamW8bit`) |
| - **LR scheduler:** cosine |
| - **Learning rate:** `5e-4` |
| - **Mixed precision:** `fp16` |
| - **Latent caching:** enabled |
| - **Buckets:** enabled, `min_bucket_reso = 256`, `max_bucket_reso = 1024` |
| - **VAE:** SDXL VAE loaded from the JuggernautXL checkpoint |
| - **Regularization:** none (no reg images used for this v1) |
| |
| **Kohya output files:** |
| |
| - `jackieV1-000001.safetensors` — checkpoint after epoch 1 |
| - `jackieV1-000002.safetensors` — checkpoint after epoch 2 |
| - `jackieV1.safetensors` — final embedding (epoch 3, 800 steps) |
| |
| --- |
| |
| ## 📂 Dataset |
| |
| **Count:** ~27 curated images |
| **Captions:** Per-image `.txt` files (manual captions) |
| |
| **Directory layout (kohya):** |
| |
| ```text |
| D:/AI-Hub/kohya_ss/datasets/jackie-ti/ |
| ├── img/ |
| │ └── 20_woman jck1/ |
| │ ├── jackie_0010_00001_.png |
| │ ├── jackie_0010_00001_.txt |
| │ ├── ... |
| ├── log/ |
| └── model/ |
| ├── jackieV1.safetensors |
| ├── jackieV1-000001.safetensors |
| ├── jackieV1-000002.safetensors |
| └── config_textual_inversion-*.toml |
| Each caption contains both the class word and token (e.g., woman jck1 plus scene details). |
| |
| 🚀 Usage |
| 1. Load as Textual Inversion (TI) |
| In your SDXL pipeline (A1111, ComfyUI, or another frontend): |
| |
| Place jackieV1.safetensors in your embeddings / TI folder: |
| |
| Example (A1111): …/embeddings/jackieV1.safetensors |
| |
| Example (ComfyUI): ComfyUI/models/embeddings/jackieV1.safetensors |
| |
| Restart / refresh your UI so the new embedding is detected. |
| |
| 2. Prompting |
| Use the token jck1 together with a suitable class word: |
| |
| text |
| Copy code |
| masterpiece, best quality, portrait of woman jck1, soft studio lighting, 85mm lens, sdxl style |
| Examples: |
| |
| cinematic close-up of woman jck1, dramatic rim light, bokeh background |
| |
| full-body shot of woman jck1 in leather jacket, nighttime city street, neon lights |
| |
| woman jck1, casual outfit, sitting on couch, natural daylight, living room |
| |
| To change style, stack it with style prompts or LoRAs without removing the jck1 token. |
| |
| ⚠️ Limitations & Notes |
| Non-photorealistic extremes (very stylized anime, heavy abstraction) may weaken identity lock. |
| |
| Very wide shots where the face is tiny in frame can lose detail. |
| |
| Trained specifically on one subject; not intended for general “woman” or crowd scenes. |
| |
| License and allowed use must match the underlying SDXL / JuggernautXL checkpoint. |
| |
| Treat this embedding as subject-specific research / creative tool, not a generic commercial model, unless you’ve verified the base model’s terms. |
| |
| 🔄 Versioning |
| v1.0 (jackieV1) — initial SDXL textual inversion |
| |
| 27 images, 20 repeats, 800 steps |
| |
| Target: strong identity lock with flexible styling |
| |
| Planned future versions: |
| |
| Possible v1.x updates with more varied poses / lighting |
| |
| Separate LoRA for pose & outfit control if needed |
| |
| 📣 Contact & Attribution |
| Created by BonusLockSMith as part of the GritAI / WTFE local-generation stack. |
| |
| If you use this embedding in a public project, a simple credit is appreciated: |
| |
| “Jackie SDXL TI by BonusLockSMith (HuggingFace: BonusLockSMith/jackie-ti)” |
