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chenpangpang
transformers
Commits
7a68d401
Unverified
Commit
7a68d401
authored
Jul 27, 2020
by
Sam Shleifer
Committed by
GitHub
Jul 27, 2020
Browse files
[s2s] Don't mention packed data in README (#6079)
parent
b7345d22
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examples/seq2seq/README.md
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7a68d401
...
@@ -89,20 +89,20 @@ Then you can finetune mbart_cc25 on english-romanian with the following command.
...
@@ -89,20 +89,20 @@ Then you can finetune mbart_cc25 on english-romanian with the following command.
Best performing command:
Best performing command:
```
bash
```
bash
# optionally
# optionally
export
ENRO_DIR
=
'wmt_en_ro
_packed_train_200
'
# Download instructions above
export
ENRO_DIR
=
'wmt_en_ro'
# Download instructions above
# export WANDB_PROJECT="MT" # optional
# export WANDB_PROJECT="MT" # optional
export
MAX_LEN
=
200
export
MAX_LEN
=
200
export
BS
=
4
export
BS
=
4
export
GAS
=
8
# gradient accumulation steps
export
GAS
=
8
# gradient accumulation steps
./train_mbart_cc25_enro.sh
--output_dir
enro_finetune_baseline
--label_smoothing
0.1
--fp16_opt_level
=
O1
--logger_name
wandb
--sortish_sampler
./train_mbart_cc25_enro.sh
--output_dir
enro_finetune_baseline
--label_smoothing
0.1
--fp16_opt_level
=
O1
--logger_name
wandb
--sortish_sampler
```
```
This should take <
2
h/epoch on a 16GB v100 and achieve val_avg_ BLEU score above 25. (you can see in wandb or metrics.json).
This should take <
6
h/epoch on a 16GB v100 and achieve val_avg_ BLEU score above 25. (you can see
metrics
in wandb or metrics.json).
To get results in line with fairseq, you need to do some postprocessing.
To get results in line with fairseq, you need to do some postprocessing.
MultiGPU command
MultiGPU command
(using 8 GPUS as an example)
(using 8 GPUS as an example)
```
bash
```
bash
export
ENRO_DIR
=
'wmt_en_ro
_packed_train_200
'
# Download instructions above
export
ENRO_DIR
=
'wmt_en_ro'
# Download instructions above
# export WANDB_PROJECT="MT" # optional
# export WANDB_PROJECT="MT" # optional
export
MAX_LEN
=
200
export
MAX_LEN
=
200
export
BS
=
4
export
BS
=
4
...
...
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