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Disable sequence_parallel for mixtral peft train/eval #420

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Disable sequence_parallel for mixtral peft train/eval #420

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6 changes: 3 additions & 3 deletions launcher_scripts/conf/evaluation/peft_mixtral/squad.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -28,8 +28,8 @@ exp_manager:

model:
seed: 1234
tensor_model_parallel_size: 8
pipeline_model_parallel_size: 1
tensor_model_parallel_size: 1
pipeline_model_parallel_size: 8

global_batch_size: 32
micro_batch_size: 4
Expand All @@ -39,7 +39,7 @@ model:
sync_batch_comm: False
megatron_amp_02: False

sequence_parallel: True
sequence_parallel: False

activations_checkpoint_granularity: null
activations_checkpoint_method: null
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6 changes: 3 additions & 3 deletions launcher_scripts/conf/evaluation/peft_mixtral/squad_8x22b.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -28,8 +28,8 @@ exp_manager:

model:
seed: 1234
tensor_model_parallel_size: 8
pipeline_model_parallel_size: 1
tensor_model_parallel_size: 1
pipeline_model_parallel_size: 8

global_batch_size: 32
micro_batch_size: 4
Expand All @@ -39,7 +39,7 @@ model:
sync_batch_comm: False
megatron_amp_02: False

sequence_parallel: True
sequence_parallel: False

activations_checkpoint_granularity: null
activations_checkpoint_method: null
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6 changes: 3 additions & 3 deletions launcher_scripts/conf/peft/mixtral/squad.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -55,8 +55,8 @@ exp_manager:

model:
seed: 1234
tensor_model_parallel_size: 8 # intra-layer model parallelism
pipeline_model_parallel_size: 1 # inter-layer model parallelism
tensor_model_parallel_size: 1 # intra-layer model parallelism
pipeline_model_parallel_size: 8 # inter-layer model parallelism

tp_comm_overlap_disable_qkv: True
global_batch_size: 128
Expand All @@ -71,7 +71,7 @@ model:
## Sequence Parallelism
# Makes tensor parallelism more memory efficient for LLMs (20B+) by parallelizing layer norms and dropout sequentially
# See Reducing Activation Recomputation in Large Transformer Models: https://arxiv.org/abs/2205.05198 for more details.
sequence_parallel: True
sequence_parallel: False

## Activation Checkpoint
activations_checkpoint_granularity: null # 'selective' or 'full'
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4 changes: 2 additions & 2 deletions launcher_scripts/conf/peft/mixtral/squad_8x22b.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -55,8 +55,8 @@ exp_manager:

model:
seed: 1234
tensor_model_parallel_size: 8 # intra-layer model parallelism
pipeline_model_parallel_size: 1 # inter-layer model parallelism
tensor_model_parallel_size: 1 # intra-layer model parallelism
pipeline_model_parallel_size: 8 # inter-layer model parallelism

tp_comm_overlap_disable_qkv: True
global_batch_size: 128
Expand Down
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