Instructions to use Alissonerdx/BFS-Best-Face-Swap-Video with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Alissonerdx/BFS-Best-Face-Swap-Video with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image, export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Lightricks/LTX-2.3,ByteDance/Bernini-R", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("Alissonerdx/BFS-Best-Face-Swap-Video") prompt = "A man with short gray hair plays a red electric guitar." input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png") image = pipe(image=input_image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
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| { | |
| "name": "MODEL", | |
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| "title": "Get_ltx-2-model", | |
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| "title": "Set_model_with_loras", | |
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| { | |
| "name": "image_3", | |
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| { | |
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| "title": "Set_manual_position_head", | |
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| "previousName": "manual_position_head", | |
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| "title": "Get_face_reference_image_resized", | |
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| { | |
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| 288 | |
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| false, | |
| false, | |
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| 10, | |
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| { | |
| "id": 257, | |
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| { | |
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| "properties": { | |
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| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
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| "secondTabWidth": 65 | |
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| { | |
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| 449 | |
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| 512 | |
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| }, | |
| { | |
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| { | |
| "name": "audio", | |
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| "outputs": [ | |
| { | |
| "name": "vocals", | |
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| { | |
| "name": "instruments", | |
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| "properties": { | |
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| { | |
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| { | |
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| 445 | |
| ] | |
| } | |
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| "properties": { | |
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| "widget_ue_connectable": {}, | |
| "version": "7.5.2", | |
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| "widgets_values": [ | |
| "MelBandRoformer_fp16.safetensors" | |
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| { | |
| "id": 306, | |
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| { | |
| "name": "AUDIO", | |
| "type": "AUDIO", | |
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| 450 | |
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| "title": "Get_original_audio", | |
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| "ue_properties": { | |
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| { | |
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| 270, | |
| 82 | |
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| "flags": {}, | |
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| { | |
| "name": "audio", | |
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| }, | |
| { | |
| "name": "duration", | |
| "type": "FLOAT", | |
| "widget": { | |
| "name": "duration" | |
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| "link": 457 | |
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| ], | |
| "outputs": [ | |
| { | |
| "name": "AUDIO", | |
| "type": "AUDIO", | |
| "links": [ | |
| 446 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
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| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.5.2", | |
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| } | |
| }, | |
| "widgets_values": [ | |
| 0, | |
| 5 | |
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| }, | |
| { | |
| "id": 283, | |
| "type": "GetImageSize", | |
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| 124.00000000000006 | |
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| { | |
| "name": "image", | |
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| "outputs": [ | |
| { | |
| "name": "width", | |
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| 389 | |
| ] | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "links": [ | |
| 390 | |
| ] | |
| }, | |
| { | |
| "name": "batch_size", | |
| "type": "INT", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.9.2", | |
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| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.1" | |
| } | |
| }, | |
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| }, | |
| { | |
| "id": 112, | |
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| { | |
| "name": "IMAGE", | |
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| 343, | |
| 392, | |
| 442 | |
| ] | |
| } | |
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| "title": "Get_start_frame", | |
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| "start_frame" | |
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| { | |
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| 58 | |
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| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_override_first_frame", | |
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| "previousName": "override_first_frame", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.5.1", | |
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| } | |
| }, | |
| "widgets_values": [ | |
| "override_first_frame" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
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| "type": "LTXVImgToVideoInplace", | |
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| false | |
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| { | |
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| { | |
| "name": "count", | |
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| "name": "value", | |
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| { | |
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| "name": "a", | |
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| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 457 | |
| ] | |
| } | |
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| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 456 | |
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| "title": "Get_frames", | |
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| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
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| "title": "Get_override_first_frame", | |
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| "name": "VAE", | |
| "type": "VAE", | |
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| } | |
| ], | |
| "title": "Get_ltx-2-audio-vae", | |
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| "label": "Audio VAE", | |
| "name": "audio_vae", | |
| "type": "VAE", | |
| "link": 458 | |
| } | |
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| "outputs": [ | |
| { | |
| "name": "Audio Latent", | |
| "type": "LATENT", | |
| "links": [ | |
| 448 | |
| ] | |
| } | |
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| "properties": { | |
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| { | |
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| { | |
| "name": "video_latent", | |
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| }, | |
| { | |
| "name": "audio_latent", | |
| "type": "LATENT", | |
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| { | |
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| "type": "LATENT", | |
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| 333, | |
| 477 | |
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| "flags": { | |
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| { | |
| "name": "value", | |
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| "links": [ | |
| 8 | |
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| } | |
| ], | |
| "title": "HEIGHT", | |
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| 60 | |
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| "flags": { | |
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| "order": 55, | |
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| "inputs": [], | |
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| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 382 | |
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| } | |
| ], | |
| "title": "Get_result", | |
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| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.5.1", | |
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| 58 | |
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| "flags": { | |
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| "name": "AUDIO", | |
| "type": "AUDIO", | |
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| 233 | |
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| "title": "Get_original_audio", | |
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| 50 | |
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| { | |
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| 34 | |
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| "flags": { | |
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| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [] | |
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| "title": "Get_vae", | |
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| 34 | |
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| "flags": { | |
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| "name": "VAE", | |
| "type": "VAE", | |
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| "color": "#af3535", | |
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| 58 | |
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| "properties": { | |
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| "enableTabs": false, | |
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| "secondTabWidth": 65 | |
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| "fixed" | |
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| { | |
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| "type": "LTXVAudioVAEDecode", | |
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| "flags": {}, | |
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| { | |
| "name": "samples", | |
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| }, | |
| { | |
| "label": "Audio VAE", | |
| "name": "audio_vae", | |
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| { | |
| "name": "Audio", | |
| "type": "AUDIO", | |
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| } | |
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| "properties": { | |
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| "# 🚀 Flux.2 Klein 9B & LTX-Video 2 Guide\n\nThis note lists all required models. You can download them manually using the links below or use the automation scripts.\n\n### ⚡ Automatic Download (update the paths within the script)\nIf you prefer, use the scripts in the root folder:\n- **Windows:** Run `download_models.ps1` (Right-click -> Run with PowerShell) \n- **Linux:** Run `bash download_models.sh`\n\n---\n\n## 🎨 1. Flux.2 Klein 9B\n\n**Diffusion Models (Place in: models/diffusion_models/)**\n- Flux Klein Fast (Distill - CFG 1.0):\n<https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors>\n\n- Flux Klein Base (CFG-based):\n<https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8/resolve/main/flux-2-klein-base-9b-fp8.safetensors>\n\n**Text Encoder & VAE**\n- Qwen 3 8B Text Encoder:\n<https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors>\n\n- Flux VAE:\n<https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors>\n\n**LoRAs (Place in: models/loras/)**\n- BFS Head v1:\n<https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap/resolve/main/bfs_head_v1_flux-klein_9b_step3500_rank128.safetensors>\n\n- BFS Head v1 (Rank 64):\n<https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap/resolve/main/bfs_head_v1_flux-klein_9b_step3750_rank64.safetensors>\n\n---\n\n## 🎬 2. LTX-Video 2 (LTXV-2)\n\n**Diffusion Models (Place in: models/diffusion_models/)**\n- LTX-2 Dev (Base) ⭐ **RECOMMENDED**:\n<https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/diffusion_models/ltx-2-19b-dev-fp8_transformer_only.safetensors>\n\n- LTX-2 Distilled:\n<https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/diffusion_models/ltx-2-19b-distilled-fp8_transformer_only.safetensors>\n\n> 💡 **Other Versions (GGUF, NF4, etc.):**\n> Browse all variants here: <https://huggingface.co/Kijai/LTXV2_comfy/tree/main/diffusion_models>\n\n**Text Encoders & Connector (Place in: models/text_encoders/)**\n- Gemma 3 12B IT (FP8):\n<https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp8_scaled.safetensors>\n\n- Embeddings Connector:\n<https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/text_encoders/ltx-2-19b-embeddings_connector_dev_bf16.safetensors>\n\n**VAEs (Place in: models/vae/)**\n- Video VAE: <https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/VAE/LTX2_video_vae_bf16.safetensors>\n- Audio VAE: <https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/VAE/LTX2_audio_vae_bf16.safetensors>\n\n**Video LoRAs (Place in: models/loras/)**\n- BFS LTX-2 Main:\n<https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap-Video/resolve/main/ltx-2/head_swap_v1_13500_first_frame.safetensors>\n\n- BFS LTX-2 First and Last Frame (8750 steps):\n<https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap-Video/resolve/main/ltx-2/head_swap_v1_8750_first_and_last_frame.safetensors>\n---\n\n## 🛠️ 3. Upscaler & Extras\n- Spatial Upscaler x2 (models/latent_upscale_models/):\n<https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors>\n\n- Mel-Band RoFormer (models/diffusion_models/):\n<https://huggingface.co/Kijai/MelBandRoFormer_comfy/resolve/main/MelBandRoformer_fp32.safetensors>\n\n---\n**Support the project:** <https://buymeacoffee.com/nrdx>\n\n---" | |
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