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LTX-Video

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  1. .gitattributes +36 -35
  2. PixArt-XL-2-1024-MS-f16.gguf +3 -0
  3. PixArt-XL-2-1024-MS.gguf +3 -0
  4. PixArt-XL-2-1024-MS.safetensors +3 -0
  5. PixArt-XL-2-1024-MS_fp8_e4m3fn.safetensors +3 -0
  6. ltx-2b-v0.9-bf16.gguf +3 -0
  7. ltx-2b-v0.9-bf16.safetensors +3 -0
  8. ltx-2b-v0.9-fp8_e4m3fn.safetensors +3 -0
  9. ltx-2b-v0.9.gguf +3 -0
  10. ltx-video-2b-v0.9.1-bf16.gguf +3 -0
  11. ltx-video-2b-v0.9.1.gguf +3 -0
  12. ltx-video-2b-v0.9.1.safetensors +3 -0
  13. ltx-video-2b-v0.9.1_fp16.safetensors +3 -0
  14. ltx-video-2b-v0.9.1_fp32.safetensors +3 -0
  15. ltx-video-2b-v0.9.1_fp8_e4m3fn.safetensors +3 -0
  16. ltx-video-2b-v0.9.safetensors +3 -0
  17. ltx-video-2b-v0.9_bf16.safetensors +3 -0
  18. ltx-video-2b-v0.9_bf16_fp8_e4m3fn.safetensors +3 -0
  19. ltx-video-2b-v0.9_fp16-f16.gguf +3 -0
  20. ltx-video-2b-v0.9_fp16.safetensors +3 -0
  21. transformer-0.9.1/transformer-bf16.safetensors +3 -0
  22. transformer-0.9.1/transformer-bf16_fp8_e4m3fn.safetensors +3 -0
  23. transformer-0.9.1/transformer-fp16.safetensors +3 -0
  24. transformer-0.9.1/transformer-fp32.safetensors +3 -0
  25. transformer-0.9/script.py +32 -0
  26. transformer-0.9/transformer-bf16.safetensors +3 -0
  27. transformer-0.9/transformer-bf16_fp8_e4m3fn.safetensors +3 -0
  28. transformer-0.9/transformer-fp16.safetensors +3 -0
  29. transformer-0.9/transformer-fp32.safetensors +3 -0
  30. vae-0.9.1/ltxv-0.9.1-vae_bf16.safetensors +3 -0
  31. vae-0.9.1/ltxv-0.9.1-vae_decoder_bf16.safetensors +3 -0
  32. vae-0.9.1/ltxv-0.9.1-vae_decoder_fp16.safetensors +3 -0
  33. vae-0.9.1/ltxv-0.9.1-vae_decoder_fp32.safetensors +3 -0
  34. vae-0.9.1/ltxv-0.9.1-vae_decoder_fp8_e4m3fn.safetensors +3 -0
  35. vae-0.9.1/ltxv-0.9.1-vae_encoder_bf16.safetensors +3 -0
  36. vae-0.9.1/ltxv-0.9.1-vae_encoder_fp16.safetensors +3 -0
  37. vae-0.9.1/ltxv-0.9.1-vae_encoder_fp32.safetensors +3 -0
  38. vae-0.9.1/ltxv-0.9.1-vae_encoder_fp8_e4m3fn.safetensors +3 -0
  39. vae-0.9.1/ltxv-0.9.1-vae_fp16.safetensors +3 -0
  40. vae-0.9.1/ltxv-0.9.1-vae_fp32.safetensors +3 -0
  41. vae-0.9.1/ltxv-0.9.1-vae_fp8_e4m3fn.safetensors +3 -0
  42. vae-0.9/ltxv-0.9-vae_bf16.safetensors +3 -0
  43. vae-0.9/ltxv-0.9-vae_decoder_bf16.safetensors +3 -0
  44. vae-0.9/ltxv-0.9-vae_decoder_fp16.safetensors +3 -0
  45. vae-0.9/ltxv-0.9-vae_decoder_fp32.safetensors +3 -0
  46. vae-0.9/ltxv-0.9-vae_decoder_fp8_e4m3fn.safetensors +3 -0
  47. vae-0.9/ltxv-0.9-vae_encoder_bf16.safetensors +3 -0
  48. vae-0.9/ltxv-0.9-vae_encoder_fp16.safetensors +3 -0
  49. vae-0.9/ltxv-0.9-vae_encoder_fp32.safetensors +3 -0
  50. vae-0.9/ltxv-0.9-vae_encoder_fp8_e4m3fn.safetensors +3 -0
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+ import gc
2
+ import torch
3
+ from safetensors.torch import save_file
4
+ from diffusers import LTXVideoTransformer3DModel
5
+
6
+ torch.backends.cudnn.allow_tf32 = False
7
+ torch.backends.cuda.matmul.allow_tf32 = False
8
+
9
+ with torch.no_grad():
10
+ transformer = LTXVideoTransformer3DModel.from_pretrained(
11
+ r"G:/ltx/ltxdiffusers-0.9",
12
+ subfolder="transformer",
13
+ torch_dtype=torch.float32
14
+ ).to("cpu")
15
+
16
+ try:
17
+ transformer_state_dict = transformer.state_dict()
18
+ save_file(transformer_state_dict, "transformer-fp32.safetensors")
19
+ transformer_state_dict = {k: v.to(torch.float16)
20
+ for k, v in transformer.state_dict().items()}
21
+ save_file(transformer_state_dict, "transformer-fp16.safetensors")
22
+ with torch.no_grad():
23
+ transformer = transformer.to("cuda", torch.bfloat16)
24
+ transformer_state_dict = {k: v.to(torch.bfloat16)
25
+ for k, v in transformer.state_dict().items()}
26
+ save_file(transformer_state_dict, "transformer-bf16.safetensors")
27
+ print("transformer saved")
28
+ except:
29
+ print("error saveing transformer")
30
+
31
+ gc.collect()
32
+ torch.cuda.empty_cache()
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