tocmo0nlord/axolotl
1
0
Fork 0
Code Issues Pull Requests Actions 2 Packages Projects Releases Wiki Activity

set mbsz and revert non-packed test

Browse Source
This commit is contained in:
Wing Lian
2025-07-06 12:27:25 -04:00
parent 07ab737a55
commit 47a88da330
1 changed files with 36 additions and 24 deletions
Download Patch File Download Diff File Expand all files Collapse all files

60
tests/e2e/multigpu/test_llama.py
View File

@@ -50,6 +50,7 @@ def sft_base_cfg():
flash_attention=True,
learning_rate=0.00001,
optimizer="adamw_8bit",
micro_batch_size=2,
)
return cfg
@@ -73,31 +74,42 @@ class TestMultiGPULlama:
Test case for Llama models using LoRA
"""
def test_lora_ddp(self, temp_dir, sft_prepared_dataset_alpaca_cfg):
def test_lora_ddp(self, temp_dir):
# pylint: disable=duplicate-code
cfg = (
DictDefault(
{
"adapter": "lora",
"lora_r": 8,
"lora_alpha": 16,
"lora_dropout": 0.05,
"lora_target_linear": True,
"num_epochs": 1,
"max_steps": 2,
"micro_batch_size": 1,
"gradient_accumulation_steps": 2,
# "gradient_checkpointing": True,
"output_dir": temp_dir,
"learning_rate": 0.00001,
"optimizer": "adamw_8bit",
"lr_scheduler": "cosine",
"flash_attention": True,
"use_tensorboard": True,
"bf16": True,
}
)
| sft_prepared_dataset_alpaca_cfg
cfg = DictDefault(
{
"base_model": "HuggingFaceTB/SmolLM2-135M",
"sequence_len": 2048,
"adapter": "lora",
"lora_r": 8,
"lora_alpha": 16,
"lora_dropout": 0.05,
"lora_target_linear": True,
"val_set_size": 0.01,
"special_tokens": {
"pad_token": "<|endoftext|>",
},
"datasets": [
{
"path": "tatsu-lab/alpaca",
"type": "alpaca",
"split": "train[:10%]",
},
],
"num_epochs": 1,
"max_steps": 2,
"micro_batch_size": 1,
"gradient_accumulation_steps": 2,
# "gradient_checkpointing": True,
"output_dir": temp_dir,
"dataset_prepared_path": temp_dir + "/last_run_prepared",
"learning_rate": 0.00001,
"optimizer": "adamw_8bit",
"lr_scheduler": "cosine",
"flash_attention": True,
"use_tensorboard": True,
"bf16": True,
}
)
# write cfg to yaml file