Instructions to use SyFeee/Bernini-LTX-Research-Checkpoints with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Inference
- Notebooks
- Google Colab
- Kaggle
Bernini LTX Research Checkpoints
This repository contains 12 experimental Bernini adaptation runs trained against the LTX-2.3 22B development checkpoint. These are early research artifacts, not production-validated releases.
Important Loading Requirement
Each run contains two files that must be loaded together:
lora_weights_step_*.safetensors: the rank-64 LoRA adapter.bernini_P_step_*.safetensors: the matching Bernini projection weights.
The LoRA alone is incomplete. Keep both files from the same run and step; projection weights are not interchangeable across runs.
Included Runs
| Run | Step | Research focus |
|---|---|---|
bernini_av_phaseA |
1000 | Reference-to-video plus joint audio |
bernini_av_phaseA_704 |
1000 | Phase A at the 704 training setup |
bernini_av_phaseB_704 |
1000 | Reference-voice conditioning at 704 |
bernini_combined_pilot |
1800 | Combined conditioning pilot |
bernini_duo_pilot_inline |
1000 | Inline two-subject conditioning |
bernini_fight_motion_pilot |
1500 | High-motion pose-control pilot |
bernini_multishot_704 |
1000 | Multi-shot continuity at 704 |
bernini_p2_baseline |
1500 | P2 baseline |
bernini_p2_plan |
1500 | P2 planning-conditioned run |
bernini_r2v_msr_baseline |
1500 | R2V MSR baseline |
bernini_r2v_plan_pure |
1500 | R2V plan-only variant |
bernini_r2v_plan_ref |
1500 | R2V planning with references |
Each runs/<run>/training_config.yaml records the corresponding experiment configuration. Paths in these archival configs reflect the original training machine and must be adapted locally.
Scope and Use
The checkpoints explore identity/reference conditioning, planning, multi-subject control, motion control, multi-shot behavior, and audio generation. Quality varies by run. Validate identity, motion, audio, and temporal consistency on representative prompts before deployment.
Use of these derivatives remains subject to the LTX-2 Community License and the terms of the base model.
Model tree for SyFeee/Bernini-LTX-Research-Checkpoints
Base model
Lightricks/LTX-2.3