unidisc / configs /experiments /master_eval.yaml
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# @package _global_
mode: eval
eval:
fid_samples: 4096
max_num_fid_batches_per_device: ${eval:'max(${eval.fid_samples} // (${trainer.devices} * ${loader.eval_batch_size}), 1)'}
compute_generative_perplexity: true
generate_samples: true
log_every_n_fid: 1
log_every_n_evals: 1
class_conditional_fid: false
txt_conditional_fid: true
calculate_clip_score: true
cfg: 5
num_sample_batches: 2
compute_standalone_mauve: false
mauve_num_samples: -1
set_random_gen_seed: true
# gen_ppl_eval_model_name_or_path: 'meta-llama/Meta-Llama-3-8B'
compute_img_to_txt_mauve_clip: true
compute_img_to_txt_mauve_during_unconditional_fid: true
force_eval_uncond: true
ablation_config: true
compute_val_metrics_standalone: true
num_val_metrics_standalone_samples: 2000
trainer:
disable_all_eval_generation: false
force_after_eos_padding: true
model:
image_model_fid_eval: true
use_kv_cache: ${is_ar:${parameterization}}
loader:
batch_size: 64
eval_batch_size: 64
num_workers: 0
num_eval_workers: 1
sampling:
steps: ${model.length}
max_sampling_steps: ${sampling.steps}
sampling_step_frac: null
data:
fid_dataset: null