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Merged
regisss merged 3 commits into from
Nov 28, 2024
Merged

Add Llama 3.1 ft to CI #1529

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a74a3a7
Add Llama 3.1 ft to CI
MohitIntel Nov 26, 2024
2e0e8b1
Renamed baseline file for CI to pickup
MohitIntel Nov 27, 2024
cabcc3b
Prevent multi card runs in CI
MohitIntel Nov 27, 2024
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35 changes: 35 additions & 0 deletions tests/baselines/Llama_3_1_8B.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,35 @@
{
"gaudi2": {
"tatsu-lab/alpaca": {
"num_train_epochs": 2,
"eval_batch_size": 1,
"distribution": {
"single_card": {
"learning_rate": 3e-4,
"train_batch_size": 10,
"perplexity": 2.7317,
"train_runtime": 1435.24322,
"train_samples_per_second": 13.3044,
"extra_arguments": [
"--bf16",
"--gradient_checkpointing",
"--eval_strategy epoch",
"--eval_delay 2",
"--save_strategy no",
"--warmup_ratio 0.03",
"--lr_scheduler_type cosine",
"--logging_steps 1",
"--lora_rank 4",
"--lora_target_modules q_proj v_proj",
"--dataset_concatenation",
"--max_seq_length 512",
"--validation_split_percentage 10",
"--attn_softmax_bf16",
"--use_flash_attention True",
"--flash_attention_causal_mask True"
]
}
}
}
}
}
35 changes: 35 additions & 0 deletions tests/baselines/Meta_Llama_3_1_8B.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,35 @@
{
"gaudi2": {
"tatsu-lab/alpaca": {
"num_train_epochs": 2,
"eval_batch_size": 1,
"distribution": {
"single_card": {
"learning_rate": 3e-4,
"train_batch_size": 10,
"perplexity": 2.7317,
"train_runtime": 1435.24322,
"train_samples_per_second": 13.3044,
"extra_arguments": [
"--bf16",
"--gradient_checkpointing",
"--eval_strategy epoch",
"--eval_delay 2",
"--save_strategy no",
"--warmup_ratio 0.03",
"--lr_scheduler_type cosine",
"--logging_steps 1",
"--lora_rank 4",
"--lora_target_modules q_proj v_proj",
"--dataset_concatenation",
"--max_seq_length 512",
"--validation_split_percentage 10",
"--attn_softmax_bf16",
"--use_flash_attention True",
"--flash_attention_causal_mask True"
]
}
}
}
}
}
7 changes: 6 additions & 1 deletion tests/test_examples.py
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Original file line number Diff line number Diff line change
Expand Up @@ -262,6 +262,11 @@ def to_test(
return False
elif "llama" in model_name and "trl-sft-qwen" in task_name:
return False
elif "Llama-3.1-8B" in model_name:
if multi_card:
return False
elif task_name == "tatsu-lab/alpaca":
return True
elif "falcon" in model_name and task_name in (
"llama-adapter",
"databricks/databricks-dolly-15k",
Expand Down Expand Up @@ -803,7 +808,7 @@ class ProteinFoldingExampleTester2(ExampleTesterBase, metaclass=ExampleTestMeta,
class CausalLanguageModelingLORAExampleTester(
ExampleTesterBase, metaclass=ExampleTestMeta, example_name="run_lora_clm"
):
TASK_NAME = "databricks/databricks-dolly-15k"
TASK_NAME = ["tatsu-lab/alpaca", "databricks/databricks-dolly-15k"]


class MultiCardCausalLanguageModelingLORAExampleTester2(
Expand Down
2 changes: 1 addition & 1 deletion tests/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -53,7 +53,7 @@
"clip": [("./clip-roberta", "Habana/clip")],
"bridgetower": [("BridgeTower/bridgetower-large-itm-mlm-itc", "Habana/clip")],
"gpt_neox": [("EleutherAI/gpt-neox-20b", "Habana/gpt2")],
"llama": [("huggyllama/llama-7b", "Habana/llama")],
"llama": [("huggyllama/llama-7b", "Habana/llama"), ("meta-llama/Llama-3.1-8B", "Habana/llama")],
"falcon": [("tiiuae/falcon-40b", "Habana/falcon")],
"bloom": [("bigscience/bloom-7b1", "Habana/roberta-base")],
"whisper": [("openai/whisper-small", "Habana/whisper")],
Expand Down