I improved as best I could and made it use video to video and have had amazing results. With my RTX 5090 with 64gb ram I can make these in under a minute.🧠 Model Configuration Overview🔹 Base UNet	•	Model: ltx-2-3-22b-dev-Q4_K_M.gguf	•	Type: UNet (quantized GGUF)⸻🔹 Distilled LoRA	•	LoRA: ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors	•	Strength: 0.60	•	Type: Distilled LoRA (bf16)⸻🔹 Text Encoders (Dual CLIP)	•	CLIP 1: gemma_3_12B_it_fp4_mixed.safetensors	•	Type: Text Encoder (Gemma, FP4 mixed)	•	CLIP 2: ltx-2.3_text_projection_bf16.safetensors	•	Type: Text Projection (bf16)	•	Mode: ltxv⸻🔹 Audio VAE	•	Model: LTX23_audio_vae_bf16.safetensors	•	Device: main_device	•	Precision: bf16	•	Type: Audio VAE⸻🔹 Video VAE	•	Model: LTX23_video_vae_bf16.safetensors	•	Device: main_device	•	Precision: bf16	•	Type: Video VAE⸻🔹 Upscaler	•	Model: ltx-2.3-spatial-upscaler-x2-1.1.safetensors	•	Type: Spatial Upscaler (x2)

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