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Original file line number | Diff line number | Diff line change |
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# @package _global_ | ||
defaults: | ||
- /experiment/owt/gpt2l-hf.yaml | ||
- override /model/gpt2model: gpt2-xlarge | ||
|
||
datamodule: | ||
batch_size: 1 |
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2 changes: 1 addition & 1 deletion
2
training/configs/experiment/pile/gpt3-2.7B-flash-hdim128-rotary-8k.yaml
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2 changes: 1 addition & 1 deletion
2
training/configs/experiment/pile/gpt3-2.7B-flash-hdim128-rotary.yaml
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18 changes: 18 additions & 0 deletions
18
training/configs/experiment/pile/gpt3-2.7B-flash-hdim128.yaml
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,18 @@ | ||
# @package _global_ | ||
defaults: | ||
- /experiment/pile/gpt3xl-flash.yaml | ||
|
||
model: | ||
config: | ||
n_embd: 2560 | ||
n_head: 20 # Headdim 128 is faster than headdim 80 | ||
n_layer: 32 | ||
initializer_range: ${eval:"(2 / (${.n_embd} * 5)) ** 0.5"} | ||
mlp_checkpoint_lvl: 0 | ||
|
||
datamodule: | ||
batch_size: ${eval:"1 if ${train.gpu_mem} < 40 else (2 if ${train.gpu_mem} < 80 else 4)"} | ||
|
||
train: | ||
optimizer: | ||
lr: 1.6e-4 |
2 changes: 1 addition & 1 deletion
2
training/configs/experiment/pile/gpt3-2.7B-flash-rotary-8k.yaml
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,18 @@ | ||
# @package _global_ | ||
defaults: | ||
- /experiment/pile/gpt3xl-flash.yaml | ||
|
||
model: | ||
config: | ||
n_embd: 2560 | ||
n_head: 32 | ||
n_layer: 32 | ||
initializer_range: ${eval:"(2 / (${.n_embd} * 5)) ** 0.5"} | ||
mlp_checkpoint_lvl: 0 | ||
|
||
datamodule: | ||
batch_size: ${eval:"1 if ${train.gpu_mem} < 40 else (2 if ${train.gpu_mem} < 80 else 4)"} | ||
|
||
train: | ||
optimizer: | ||
lr: 1.6e-4 |
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