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"only_audio_latent" + ], + "color": "#323", + "bgcolor": "#535" + }, + { + "id": 363, + "type": "SetNode", + "pos": [ + 3593.19921028277, + 950.7452477532197 + ], + "size": [ + 231.196875, + 58 + ], + "flags": { + "collapsed": true + }, + "order": 236, + "mode": 0, + "inputs": [ + { + "name": "CONDITIONING", + "type": "CONDITIONING", + "link": 534 + } + ], + "outputs": [ + { + "name": "*", + "type": "*", + "links": null + } + ], + "title": "Set_negative_without_guides", + "properties": { + "previousName": "negative_without_guides", + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.5.1", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "negative_without_guides" + ], + "color": "#332922", + "bgcolor": "#593930" + }, + { + "id": 364, + "type": "MarkdownNote", + "pos": [ + -4963.077871541225, + 502.4692066230943 + ], + "size": [ + 570, + 1155.2734375 + ], + "flags": {}, + "order": 19, + "mode": 0, + "inputs": [], + "outputs": [], + "properties": { + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.5.1", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "---\n\n## Flux.2 Klein 9B & LTX-Video 2 (LTXV-2)\n\nThis document lists **all required model downloads** to run **Flux.2 Klein 9B** and **LTX-Video 2** workflows locally in **ComfyUI**.\n\nOnly models that are **actually required at runtime** are listed here.\n\n---\n\nIf you found this model helpful, please consider contributing so we can continue training more models.\n\nhttps://buymeacoffee.com/nrdx\n\n## Flux.2 Klein 9B\n\n### Diffusion Models\n\nChoose **one** of the following models depending on your workflow configuration:\n\n\n* **Flux Klein Fast (Distill)**\n\n * `flux-2-klein-9b-fp8.safetensors`\n [https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8](https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8)\n *Recommended settings: CFG ≈ 1.0, Steps: 4+*\n\n\n* **Flux Klein Base (CFG-based)**\n\n * `flux-2-klein-base-9b-fp8.safetensors`\n [https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\n *Recommended settings: CFG ≈ 5.0, Steps: 20 / 30 / 50*\n\n> ⚠️ You must visit Black Forest Labs’ repository and **accept the license agreement** before downloading FP8 models.\n\n---\n\n### Text Encoder\n\n* `qwen_3_8b_fp8mixed.safetensors`\n [https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\n\n---\n\n### VAE\n\n* `flux2-vae.safetensors`\n [https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\n\n---\n\n### LoRA (Optional – Head / Face Swap)\n\n* `bfs_head_v1_flux-klein_9b_step3500_rank128.safetensors`\n [https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap/blob/main/bfs_head_v1_flux-klein_9b_step3500_rank128.safetensors](https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap/blob/main/bfs_head_v1_flux-klein_9b_step3500_rank128.safetensors)\n\n---\n\n### Flux Model Storage Layout\n\n```\nComfyUI/\n└── models/\n ├── diffusion_models/\n │ └── flux-2-klein-*.safetensors\n ├── text_encoders/\n │ └── qwen_3_8b_fp8mixed.safetensors\n ├── vae/\n │ └── flux2-vae.safetensors\n └── loras/\n └── bfs_head_v1_flux-klein_9b_step3500_rank128.safetensors\n```\n\n---\n\n## LTX-Video 2 (LTXV-2)\n\n### Diffusion Model (Transformer Only)\n\nChoose **one**:\n\n* **Dev version**\n\n * `ltx-2-19b-dev-fp8_transformer_only.safetensors`\n [https://huggingface.co/Kijai/LTXV2_comfy/blob/main/diffusion_models/ltx-2-19b-dev-fp8_transformer_only.safetensors](https://huggingface.co/Kijai/LTXV2_comfy/blob/main/diffusion_models/ltx-2-19b-dev-fp8_transformer_only.safetensors)\n\n* **Distilled version (recommended for most users)**\n\n * `ltx-2-19b-distilled-fp8_transformer_only.safetensors`\n [https://huggingface.co/Kijai/LTXV2_comfy/blob/main/diffusion_models/ltx-2-19b-distilled-fp8_transformer_only.safetensors](https://huggingface.co/Kijai/LTXV2_comfy/blob/main/diffusion_models/ltx-2-19b-distilled-fp8_transformer_only.safetensors)\n\n---\n\n### Text Encoders\n\n* `gemma_3_12B_it_fp4_mixed.safetensors`\n [https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors)\n\n* Embeddings connector\n *(must match the transformer variant you downloaded)*\n\n * `ltx-2-19b-embeddings_connector_dev_bf16.safetensors`\n [https://huggingface.co/Kijai/LTXV2_comfy/blob/main/text_encoders/ltx-2-19b-embeddings_connector_dev_bf16.safetensors](https://huggingface.co/Kijai/LTXV2_comfy/blob/main/text_encoders/ltx-2-19b-embeddings_connector_dev_bf16.safetensors)\n\n---\n\n### VAE (Required)\n\n* **Video VAE**\n\n * `LTX2_video_vae_bf16.safetensors`\n [https://huggingface.co/Kijai/LTXV2_comfy/blob/main/VAE/LTX2_video_vae_bf16.safetensors](https://huggingface.co/Kijai/LTXV2_comfy/blob/main/VAE/LTX2_video_vae_bf16.safetensors)\n\n* **Audio VAE**\n\n * `LTX2_audio_vae_bf16.safetensors`\n [https://huggingface.co/Kijai/LTXV2_comfy/blob/main/VAE/LTX2_audio_vae_bf16.safetensors](https://huggingface.co/Kijai/LTXV2_comfy/blob/main/VAE/LTX2_audio_vae_bf16.safetensors)\n\n---\n\n### LoRAs\n\n* Base LTX LoRA (choose one):\n\n * `ltx-2-19b-distilled-lora_resized_dynamic_fro09_avg_rank_175_bf16.safetensors`\n [https://huggingface.co/Kijai/LTXV2_comfy/blob/main/loras/ltx-2-19b-distilled-lora_resized_dynamic_fro09_avg_rank_175_bf16.safetensors](https://huggingface.co/Kijai/LTXV2_comfy/blob/main/loras/ltx-2-19b-distilled-lora_resized_dynamic_fro09_avg_rank_175_bf16.safetensors)\n\n * `ltx-2-19b-distilled-lora-resized_dynamic_fro095_avg_rank_242_bf16.safetensors`\n [https://huggingface.co/Kijai/LTXV2_comfy/blob/main/loras/ltx-2-19b-distilled-lora-resized_dynamic_fro095_avg_rank_242_bf16.safetensors](https://huggingface.co/Kijai/LTXV2_comfy/blob/main/loras/ltx-2-19b-distilled-lora-resized_dynamic_fro095_avg_rank_242_bf16.safetensors)\n\n* Head Swap IC LoRA (optional):\n\n * `bfs_head_swap_v1_ltx2_ic_lora_6000.safetensors`\n [https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap/blob/main/bfs_head_swap_v1_ltx2_ic_lora_6000.safetensors](https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap/blob/main/bfs_head_swap_v1_ltx2_ic_lora_6000.safetensors)\n\n * `bfs_head_swap_v1_ltx2_ic_lora_5000.safetensors`\n [https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap/blob/main/bfs_head_swap_v1_ltx2_ic_lora_5000.safetensors](https://huggingface.co/Alissonerdx/BFS-Best-Face-Swap/blob/main/bfs_head_swap_v1_ltx2_ic_lora_5000.safetensors)\n\n---\n\n### Latent Upscaler (Optional but Recommended)\n\n* `ltx-2-spatial-upscaler-x2-1.0.safetensors`\n [https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n---\n\n---\n\n### Mel-Band RoFormer (diffusion-models)\n\nAudio Conditioning Model (Optional)\n\nRequired only if audio conditioning is enabled.\n\n* `MelBandRoformer_fp32.safetensors` [https://huggingface.co/Kijai/MelBandRoFormer_comfy/resolve/main/MelBandRoformer_fp32.safetensors](https://huggingface.co/Kijai/MelBandRoFormer_comfy/resolve/main/MelBandRoformer_fp32.safetensors)\n\n---\n\n### LTX-Video 2 Model Storage Layout\n\n```\nComfyUI/\n└── models/\n ├── diffusion_models/\n │ ├── ltx-2-19b-*-fp8_transformer_only.safetensors\n │ └── MelBandRoformer_fp32.safetensors\n ├── text_encoders/\n │ ├── gemma_3_12B_it_fp4_mixed.safetensors\n │ └── ltx-2-19b-embeddings_connector_dev_bf16.safetensors\n ├── vae/\n │ ├── LTX2_video_vae_bf16.safetensors\n │ └── LTX2_audio_vae_bf16.safetensors\n ├── loras/\n │ ├── ltx-2-19b-distilled-lora_*.safetensors\n │ └── bfs_head_swap_v1_ltx2_ic_lora_*.safetensors\n └── latent_upscale_models/\n └── ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\n\n---\n\n## Notes\n\n* Always keep **ComfyUI updated** before running LTX-2 workflows.\n* Some models are **nightly-only** and may not be included in stable releases yet.\n* Ensure VRAM availability before loading FP8 transformer models.\n\n---\n\n## Support & Issues\n\n* Runtime errors:\n [https://github.com/comfyanonymous/ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n\n* UI / Frontend:\n [https://github.com/Comfy-Org/ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n\n* Workflow issues:\n [https://github.com/Comfy-Org/workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n\n---\n" + ], + "color": "#222", + "bgcolor": "#000" + }, + { + "id": 141, + "type": "GetNode", + "pos": [ + 3173.19921028277, + 1000.7452477532197 + ], + "size": [ + 210, + 58 + ], + "flags": { + "collapsed": true + }, + "order": 20, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "CONDITIONING", + "type": "CONDITIONING", + "links": [ + 161 + ] + } + ], + "title": "Get_negative", + "properties": { + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.5.1", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "negative" + ], + "color": "#332922", + "bgcolor": "#593930" + }, + { + "id": 309, + "type": "GetImageSize+", + "pos": [ + 1930, + 1940 + ], + "size": [ + 162.8169921875, + 66 + ], + "flags": { + 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