SuperposPrompt_Thesis/09_Cluster/config3.yaml

default: &default
  use_tqdm: true 
  random_seed: 42
  base_save_path: /home/msadraei/trained_final
  model_name: t5-small
  project_name_prefix: iclr_orig_t5
  experiment_name_suffix: null
  train_batch_size: 24
  valid_batch_size: 24
  remove_dropout: true
  learning_rate: 0.01
  weight_decay: 0.01
  num_epochs: 80
  peft_params: null  # no mutation
  hot_modules:
  - sadcl
  best_finder:
    save: True
    metric: valid_mean
    higher_better: true
  tasks:
  - superglue:rte
  - superglue:cb
  - superglue:wic
  - superglue:copa
  - glue:cola
  - glue:mrpc
  - superglue:boolq
  - glue:qqp
  - glue:qnli
  - glue:mnli
  - glue:sst2
  - glue:stsb
  
  

pp: &pp
  - /home/msadraei/trained_final/hzi_cluster_t5_small_glue-mnli/10_combine_128
  - /home/msadraei/trained_final/hzi_cluster_t5_small_glue-sst2/10_combine_128
  - /home/msadraei/trained_final/hzi_cluster_t5_small_glue-qqp/10_combine_128

run_configs:
- <<: *default
  peft_params:
    kind: combine
    n_tokens: 10
    n_comb_tokens: 128
# - <<: *default
#   learning_rate: 0.3
#   peft_params:
#     kind: residual
#     n_tokens: 10
#     mlp_size: 128