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Signed-off-by: dimapihtar <[email protected]> #148

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Oct 20, 2023
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4 changes: 2 additions & 2 deletions launcher_scripts/conf/training/gpt3/1b_improved.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -70,7 +70,7 @@ model:
ffn_dropout: 0.0
kv_channels: null
apply_query_key_layer_scaling: true
normalization: LayerNorm
normalization: layernorm1p
layernorm_zero_centered_gamma: True
layernorm_epsilon: 1.0e-05
do_layer_norm_weight_decay: false
Expand Down Expand Up @@ -142,7 +142,7 @@ model:
ub_tp_comm_overlap: False

optim:
name: fused_adam
name: distributed_fused_adam
lr: 2e-4
weight_decay: 0.1
betas:
Expand Down
4 changes: 2 additions & 2 deletions launcher_scripts/conf/training/gpt3/400m_improved.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -70,7 +70,7 @@ model:
ffn_dropout: 0.0
kv_channels: null
apply_query_key_layer_scaling: true
normalization: LayerNorm
normalization: layernorm1p
layernorm_zero_centered_gamma: True
layernorm_epsilon: 1.0e-05
do_layer_norm_weight_decay: false
Expand Down Expand Up @@ -142,7 +142,7 @@ model:
ub_tp_comm_overlap: False

optim:
name: fused_adam
name: distributed_fused_adam
lr: 2.5e-4
weight_decay: 0.1
betas:
Expand Down
4 changes: 2 additions & 2 deletions launcher_scripts/conf/training/gpt3/40b_improved.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -70,7 +70,7 @@ model:
ffn_dropout: 0.0
kv_channels: null
apply_query_key_layer_scaling: true
normalization: LayerNorm
normalization: layernorm1p
layernorm_zero_centered_gamma: True
layernorm_epsilon: 1.0e-05
do_layer_norm_weight_decay: false
Expand Down Expand Up @@ -142,7 +142,7 @@ model:
ub_tp_comm_overlap: False

optim:
name: fused_adam
name: distributed_fused_adam
lr: 9e-5
weight_decay: 0.1
betas:
Expand Down
6 changes: 3 additions & 3 deletions launcher_scripts/conf/training/gpt3/7b_improved.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -54,7 +54,7 @@ model:
micro_batch_size: 1
global_batch_size: 512
rampup_batch_size: null
tensor_model_parallel_size: 2
tensor_model_parallel_size: 4
pipeline_model_parallel_size: 1
virtual_pipeline_model_parallel_size: null
encoder_seq_length: 2048
Expand All @@ -70,7 +70,7 @@ model:
ffn_dropout: 0.0
kv_channels: null
apply_query_key_layer_scaling: true
normalization: LayerNorm
normalization: layernorm1p
layernorm_zero_centered_gamma: True
layernorm_epsilon: 1.0e-05
do_layer_norm_weight_decay: false
Expand Down Expand Up @@ -142,7 +142,7 @@ model:
ub_tp_comm_overlap: False

optim:
name: fused_adam
name: distributed_fused_adam
lr: 1e-4
weight_decay: 0.1
betas:
Expand Down