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ft_params.yaml
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ft_params.yaml
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context_lr1:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: naive_lr
naive_lr_sampling_max_l: 1
naive_lr_sampling_max_r: 1
naive_lr_preference: l
context_lr2:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: naive_lr
naive_lr_sampling_max_l: 2
naive_lr_sampling_max_r: 2
naive_lr_preference: l
context_lr4:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: naive_lr
naive_lr_sampling_max_l: 4
naive_lr_sampling_max_r: 4
naive_lr_preference: l
context_lr8:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: naive_lr
naive_lr_sampling_max_l: 8
naive_lr_sampling_max_r: 8
naive_lr_preference: l
context_lr_unbounded:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: naive_lr
naive_lr_sampling_max_l: 1024
naive_lr_sampling_max_r: 1024
naive_lr_preference: l
baseline_experiment:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: dummy
context_l1:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: l
max_context: 1
context_l2:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: l
max_context: 2
context_l4:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: l
max_context: 4
context_l8:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: l
max_context: 8
context_l_unbounded:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: l
max_context: 1024
context_r1:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: r
max_context: 1
context_r2:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: r
max_context: 2
context_r4:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: r
max_context: 4
context_r8:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: r
max_context: 8
context_r_unbounded:
model_backend: google/electra-base-discriminator
batch_size: 4
max_epochs: 5
patience: 1
num_seeds: 5
dropout: 0.5
seed: 101
lr: 0.000005
samplers:
- type: context
side: r
max_context: 1024