Commit Graph

10 Commits

Author SHA1 Message Date
Prince Canuma
207c223354 Add LTX-2.3 model architecture with prompt-conditioned adaptive layer normalization (adaln) support. Introduce gating mechanisms in attention modules and update transformer configurations to accommodate new parameters. Refactor video and audio processing to utilize adaptive normalization, improving model flexibility and performance. Update weight loading and initialization logic to support dynamic block structures in the decoder. 2026-03-10 16:47:36 +01:00
Prince Canuma
9f37dab076 Refactor model loading in generate.py to use dynamic model paths for audio and video components. Simplify weight loading logic in LTX2TextEncoder to accommodate both monolithic and reformatted model structures. Introduce a check for existing model paths in get_model_path function to enhance robustness. 2026-03-09 15:51:21 +01:00
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
Prince Canuma
02bfa228d9 Refactor weight loading and sanitization processes for audio models 2026-01-23 17:31:25 +01:00
Prince Canuma
2681f75d2f Refactor LTXModel to include a from_pretrained class method for loading and sanitizing model weights. Update generate.py to utilize this method, streamlining the transformer loading process and improving code clarity. 2026-01-20 12:56:29 +01:00
Prince Canuma
e483eab039 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
Prince Canuma
883c6b0ad8 ensure dtype cast 2026-01-17 13:03:48 +01:00
Prince Canuma
a658911f98 add audio 2026-01-16 01:15:22 +01:00
Prince Canuma
3fcd8f90be Refactor LTXModel: Change transformer_blocks from list to dictionary 2026-01-15 03:47:52 +01:00
Prince Canuma
d1ca36a315 initial commit (LTX-2) 2026-01-11 23:48:33 +01:00