Files
foundry/models/rfd3/configs/experiment/rfd3-NA-full.yaml
Jasper Butcher 5e7b739ed3 Add initial RFD3 Files and passing tests
* Add initial files

* add files

* Move projects.aa_design -> rfd3

* Make format

* Delete test files

* Add configs

* Mc

* Fixed tests

* remove test files
2025-11-11 10:07:43 -08:00

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YAML

# @package _global_
# New base model configuration since last large refactor
# includes
defaults:
- a14-base-train
- override /datasets: dna_base
- override /model: full
- _self_
name: rfd3-NA-full-ft-glycine-fixed
ckpt_path: /projects/ml/aa_design/models/rfd3_latest.ckpt
datasets:
diffusion_batch_size_train: 16
crop_size: 256
max_atoms_in_crop: 2560 # 384 * 10
global_transform_args:
association_scheme: atom14-new
sigma_perturb: 4.0 # 3.0
sigma_perturb_com: 3.0
# Down-weight monomer distillation
trainer:
prevalidate: False
loss:
verbose_diffusion_loss: null
simple_diffusion_loss:
_target_: rfd3.metrics.losses.SimpleDiffusionLoss
sigma_data: ${model.net.diffusion_module.sigma_data}
weight: 4.0
lddt_weight: 0.25
alpha_virtual_atom: 0.35
lp_weight: 0.0
unindexed_norm_p: 1.0
alpha_unindexed_diffused: 1.0
unindexed_t_alpha: 0.75
normalize_virtual_atom_weight: False