simplify haldning for newer multipack patches so they can be added in a single place (#1270)

This commit is contained in:
Wing Lian
2024-02-07 10:46:04 -05:00
committed by GitHub
parent 411293bdca
commit 5698943263
7 changed files with 46 additions and 88 deletions

View File

@@ -0,0 +1,30 @@
"""multipack patching for v2 of sample packing"""
import transformers
from transformers.integrations import is_deepspeed_zero3_enabled
from axolotl.monkeypatch.mixtral import patch_mixtral_moe_forward_zero3
from axolotl.monkeypatch.utils import get_unpad_data
SUPPORTED_MULTIPACK_MODEL_TYPES = ["mixtral", "qwen2", "falcon", "phi"]
def patch_for_multipack(model_type):
if model_type == "mixtral":
transformers.models.mixtral.modeling_mixtral._get_unpad_data = ( # pylint: disable=protected-access
get_unpad_data
)
if is_deepspeed_zero3_enabled():
patch_mixtral_moe_forward_zero3()
elif model_type == "qwen2":
transformers.models.qwen2.modeling_qwen2._get_unpad_data = ( # pylint: disable=protected-access
get_unpad_data
)
elif model_type == "falcon":
transformers.models.falcon.modeling_falcon._get_unpad_data = ( # pylint: disable=protected-access
get_unpad_data
)
elif model_type == "phi":
transformers.models.phi.modeling_phi._get_unpad_data = ( # pylint: disable=protected-access
get_unpad_data
)