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more train steps

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This commit is contained in:
Wing Lian
2026-04-25 02:17:48 +00:00
parent f77408a3d0
commit 1b9520cc8b
8 changed files with 105 additions and 49 deletions
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28
tests/e2e/patched/test_mixtral_samplepack.py
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@@ -33,7 +33,7 @@ class TestMixtral(unittest.TestCase):
"adapter": "qlora",
"lora_r": 16,
"lora_alpha": 32,
"lora_dropout": 0.1,
"lora_dropout": 0.0,
"lora_target_linear": True,
"val_set_size": 0.05,
"special_tokens": {},
@@ -47,16 +47,18 @@ class TestMixtral(unittest.TestCase):
"micro_batch_size": 4,
"gradient_accumulation_steps": 1,
"output_dir": temp_dir,
"learning_rate": 2e-4,
"learning_rate": 3e-3,
"optimizer": "adamw_bnb_8bit",
"lr_scheduler": "cosine",
"max_steps": 50,
"max_steps": 80,
"warmup_steps": 5,
"logging_steps": 1,
"save_steps": 50,
"eval_steps": 50,
"save_steps": 80,
"eval_steps": 80,
"bf16": "auto",
"save_first_step": False,
"use_tensorboard": True,
"seed": 42,
}
)
cfg = validate_config(cfg)
@@ -67,8 +69,8 @@ class TestMixtral(unittest.TestCase):
check_model_output_exists(temp_dir, cfg)
check_tensorboard_loss_decreased(
temp_dir + "/runs",
initial_window=5,
final_window=5,
initial_window=10,
final_window=10,
max_initial=6.0,
max_final=4.7,
)
@@ -93,16 +95,18 @@ class TestMixtral(unittest.TestCase):
"micro_batch_size": 4,
"gradient_accumulation_steps": 1,
"output_dir": temp_dir,
"learning_rate": 2e-4,
"optimizer": "adamw_bnb_8bit",
"learning_rate": 5e-4,
"optimizer": "adamw_torch_fused",
"lr_scheduler": "cosine",
"max_steps": 50,
"max_steps": 80,
"warmup_steps": 5,
"logging_steps": 1,
"save_steps": 50,
"eval_steps": 50,
"save_steps": 80,
"eval_steps": 80,
"bf16": "auto",
"save_first_step": False,
"use_tensorboard": True,
"seed": 42,
}
)
cfg = validate_config(cfg)