Prince Canuma f8f78aeab5 Add LTXModel with a from_pretrained class method for loading model weights from a specified path. Update weight sanitization to handle positional embeddings and dtype consistency. Refactor timestep and context preparation methods to accept hidden_dtype, improving flexibility in model processing.

2026-01-23 17:45:50 +01:00

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audio_vae

Refactor weight loading and sanitization processes for audio models

2026-01-23 17:31:25 +01:00

prompts

Add prompt enhancement feature to video generation

2026-01-15 14:31:00 +01:00

video_vae

Refactor video generation and model loading processes to utilize from_pretrained methods for VideoEncoder and VideoDecoder. Update denoising functions to include a cfg_rescale parameter for improved artifact reduction. Ensure consistent dtype handling across audio and video processing, enhancing precision and aligning with PyTorch behavior.

2026-01-23 17:39:02 +01:00

__init__.py

add audio

2026-01-16 01:15:22 +01:00

adaln.py

initial commit (LTX-2)

2026-01-11 23:48:33 +01:00

attention.py

initial commit (LTX-2)

2026-01-11 23:48:33 +01:00

config.py

Refactor weight loading and sanitization processes for audio models

2026-01-23 17:31:25 +01:00

feed_forward.py

initial commit (LTX-2)

2026-01-11 23:48:33 +01:00

ltx.py

Add LTXModel with a from_pretrained class method for loading model weights from a specified path. Update weight sanitization to handle positional embeddings and dtype consistency. Refactor timestep and context preparation methods to accept hidden_dtype, improving flexibility in model processing.

2026-01-23 17:45:50 +01:00

rope.py

Refactor weight loading and sanitization processes for audio models

2026-01-23 17:31:25 +01:00

text_encoder.py

Refactor LTX2TextEncoder to utilize Rich for progress tracking during token generation. Replace tqdm with Rich's Progress for enhanced console output and user experience. Clean up imports and streamline the generation process.

2026-01-19 02:13:10 +01:00

text_projection.py

- Refactor video generation script

2026-01-12 14:04:53 +01:00

transformer.py

Optimize positional embedding handling in TransformerArgsPreprocessor and improve RoPE frequency computation in _precompute_freqs_cis_double_precision for enhanced performance and precision.

2026-01-18 11:13:32 +01:00

upsampler.py

Refactor GroupNorm3d: Optimize data type handling by casting input, weight, and bias to float32 for consistency and performance

2026-01-15 04:46:56 +01:00