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lora inference ci #6931

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merged 3 commits into from
Jun 28, 2023
Merged

lora inference ci #6931

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a22b10a
inference test
arendu Jun 28, 2023
bd85f2c
Update typo
arendu Jun 28, 2023
85d4f62
Merge branch 'main' into adithyare/inf_ci
aklife97 Jun 28, 2023
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20 changes: 17 additions & 3 deletions Jenkinsfile
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Original file line number Diff line number Diff line change
Expand Up @@ -3777,7 +3777,7 @@ assert_frame_equal(training_curve, gt_curve, rtol=1e-3, atol=1e-3)"'''
}
failFast true
steps {
sh "rm -rf examples/nlp/language_modeling/gpt_peft_lora_results"
sh "rm -rf /home/TestData/nlp/lora_tuning_tp2"
sh "python examples/nlp/language_modeling/tuning/megatron_gpt_peft_tuning.py \
trainer.devices=2 \
trainer.log_every_n_steps=1 \
Expand All @@ -3786,7 +3786,7 @@ assert_frame_equal(training_curve, gt_curve, rtol=1e-3, atol=1e-3)"'''
trainer.val_check_interval=3 \
++trainer.limit_val_batches=2 \
trainer.precision=16 \
exp_manager.exp_dir=examples/nlp/language_modeling/gpt_peft_lora_results \
exp_manager.exp_dir=/home/TestData/nlp/lora_tuning_tp2 \
model.pipeline_model_parallel_size=1 \
model.tensor_model_parallel_size=2 \
model.restore_from_path=/home/TestData/nlp/megatron_gpt/TP2/megatron_gpt_tp2.nemo \
Expand All @@ -3800,7 +3800,21 @@ assert_frame_equal(training_curve, gt_curve, rtol=1e-3, atol=1e-3)"'''
model.data.validation_ds.num_workers=0 \
model.data.validation_ds.file_names=[/home/TestData/nlp/megatron_sft/quarel.jsonl] \
model.data.validation_ds.names=[quarel]"
sh "rm -rf examples/nlp/language_modeling/gpt_peft_lora_results"
sh "python examples/nlp/language_modeling/tuning/megatron_gpt_peft_eval.py \
model.restore_from_path=/home/TestData/nlp/megatron_gpt/TP2/megatron_gpt_tp2.nemo \
model.peft.restore_from_path=/home/TestData/nlp/lora_tuning_tp2/megatron_gpt_peft_tuning/checkpoints/megatron_gpt_peft_tuning.nemo \
model.peft.restore_from_ckpt_name=null \
model.peft.restore_from_hparams_path=null \
trainer.devices=2 \
model.data.test_ds.file_names=[/home/TestData/nlp/megatron_sft/quarel_4.jsonl] \
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model.data.test_ds.names=['quarel4'] \
model.data.test_ds.global_batch_size=1 \
model.data.test_ds.micro_batch_size=1 \
model.data.test_ds.tokens_to_generate=10 \
inference.greedy=True \
inference.repetition_penalty=1.0 \
inference.outfile_path='/home/TestData/nlp/lora_tuning_tp2/out.jsonl'"
sh "rm -rf /home/TestData/nlp/lora_tuning_tp2"
}
}
stage('L2: Megatron GPT Eval') {
Expand Down