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" ], "color": "#232", "bgcolor": "#353" }, { "id": 87, "type": "Lora Loader (LoraManager)", "pos": [ 18410, 7220 ], "size": [ 550, 750 ], "flags": {}, "order": 17, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 122 }, { "name": "clip", "shape": 7, "type": "CLIP", "link": 123 }, { "name": "lora_stack", "shape": 7, "type": "LORA_STACK", "link": null } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 76, 124 ] }, { "name": "CLIP", "type": "CLIP", "links": [ 105, 107 ] }, { "name": "trigger_words", "type": "STRING", "links": [ 101 ] }, { "name": "loaded_loras", "type": "STRING", "links": null } ], "properties": { "cnr_id": "comfyui-lora-manager", "ver": "0.9.11", "Node name for S&R": "Lora Loader (LoraManager)", "__lm_widget_ids": [ "__lm_autocomplete_meta_text", "text", "loras" ] }, "widgets_values": [ { "version": 1, "textWidgetName": "text", "lastAccepted": { "start": 0, "end": 36, "insertedText": ",", "textSnapshot": "," } }, "", [] ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 131, "type": "MarkdownNote", "pos": [ 17830, 7440 ], "size": [ 540, 890 ], "flags": {}, "order": 10, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "# ERNIE AIO for ComfyUI\n\n## What are the AIO versions?\nThese **All-in-One (AIO)** checkpoints already contain the **image model**, **text encoder**, and **VAE** in a single file.\n\nPlace the `.safetensors` files in:\n`ComfyUI/models/checkpoints`\n\nand load them with **Checkpoint Loader**.\n\n---\n\n## Civitai Releases\n\nIf you prefer the Civitai pages, you can also find the releases here:\n\n- ERNIE-aio-base\n \n- ERNIE-aio-turbo\n \n\n---\n\n## huggingface.co Releases\n\n- ERNIE-aio\n \n\n---\n\n## Included variants\n- **ERNIE-AIO-Base**\n - Recommended: **50 steps • CFG 4.0**\n - Best for more stable, deliberate, high-quality results\n\n- **ERNIE-AIO-Turbo**\n - Recommended: **8 steps • CFG 1.0**\n - Best for faster generation and quick iteration\n\n\n- Available as **BF16** and **FP8**\n- In the **FP8** versions, both the **text encoder** and the \n**image model** are **FP8**, while the **VAE** remains **FP32**\n\n---\n\n## Minimal workflow\nYou theoretically only need these 6 nodes to generate an image:\n\n1. **Checkpoint Loader**\n2. **CLIP Text Encode (Prompt)**\n3. **Empty Latent Image**\n4. **KSampler**\n5. **VAE Decode**\n6. **Save Image**\n\nThis workflow already contains those parts plus an **upscale section** and a **Prompt Enhancer** helper.\n\n---\n\n## How to use this workflow\n\n### 1) Select the model\nChoose **ERNIE-AIO-Base** or **ERNIE-AIO-Turbo** in the **Checkpoint Loader**.\n\n### 2) Enter your prompt\nWrite your prompt in the positive prompt box.\nThe models work well with natural language, structured instructions, text rendering and poster / layout style prompts.\n\n### 3) Choose image size\nSet width and height in the **Image Size** section.\n\n### 4) Sampling settings\nUse the recommended settings for the selected model:\n\n- **Base:** 50 steps • CFG 4.0\n- **Turbo:** 8 steps • CFG 1.0\n\n### 5) Generate\nRun the workflow to produce the initial image.\n\n### 6) Optional upscaling\nThe workflow includes **UltimateSDUpscale** and an **upscale model** for higher-resolution output.\nYou can disable or bypass that section if you only want the base generation.\n\n### 7) Save\nThe final result is saved with **Save Image**.\n\n---\n\n## Prompt Enhancer (optional)\nThis workflow also contains a **Prompt Enhancer** section to help rewrite prompts automatically.\nIt is optional and can be used if you want more descriptive or refined prompts.\n\n---\n\n## Notes\n- AIO checkpoints are loaded from `ComfyUI/models/checkpoints`\n- No separate VAE or text encoder loading is required\n- **Base** is recommended for more careful, refined results\n- **Turbo** is recommended for speed and quick iteration\n\n---\n\n## Images inside the workflow\nComfyUI **does not normally embed external PNG files directly inside a Markdown/Note node** in the workflow JSON.\nSo the two promo images are **not embedded into the Note node itself**.\n\nIf your setup supports showing local or external images in markdown, you can reference them manually. 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