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config.yaml
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config.yaml
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RandomWalks:
lr: 0.001
opt_betas: [0.9, 0.95]
batch_size: 500
tau: 0.7
gamma: 0.99
cql_scale: 0.1
awac_scale: 1
alpha: 0.1
steps_for_target_q_sync: 10
steps_for_eval: 5
inference_betas: [1]
n_epochs: 100
seed: 1000
n_layers_unfrozen: 0
two_qs: true
gptconfig:
n_embd: 144
n_layer: 6
n_head: 1
Sentiments:
lr: 0.0006
opt_betas: [0.9, 0.95]
batch_size: 6
tau: 0.5
gamma: 0.99
cql_scale: 0.1
awac_scale: 1
alpha: 1
steps_for_target_q_sync: 40
steps_for_eval: 100
inference_betas: [1]
model: EleutherAI/gpt-j-6B
n_layers_unfrozen: 0
two_qs: true
n_epochs: 1
Carps:
lr: 0.00004
opt_betas: [0.9, 0.95]
batch_size: 72
tau: 0.5
cql_scale: 0.1
alpha: 1
steps_for_target_q_sync: 100
inference_betas: [0, 1, 2, 4]
n_epochs: 10
model: gpt2-large
n_layers_unfrozen: 2
max_length: 48
diff_reward: true
Captions:
lr: 0.0006
opt_betas: [0.9, 0.95]
batch_size: 16
tau: 0.7
gamma: 0.99
cql_scale: 0.1
awac_scale: 1
alpha: 1
steps_for_target_q_sync: 50
steps_for_eval: 100
inference_betas: [0, 1]
model: gpt2-large
n_layers_unfrozen: 0
two_qs: true
n_epochs: 1