From 0063e4356a8e8e7bb984a6d847afbb11d5fbaa4a Mon Sep 17 00:00:00 2001
From: hnluo <haoneng.lhn@alibaba-inc.com>
Date: 星期五, 21 七月 2023 15:07:34 +0800
Subject: [PATCH] Merge pull request #768 from alibaba-damo-academy/dev_lhn
---
funasr/tasks/abs_task.py | 15 +++++++++++++++
1 files changed, 15 insertions(+), 0 deletions(-)
diff --git a/funasr/tasks/abs_task.py b/funasr/tasks/abs_task.py
index 91d33c5..f7f13d2 100644
--- a/funasr/tasks/abs_task.py
+++ b/funasr/tasks/abs_task.py
@@ -71,6 +71,7 @@
from funasr.utils.types import str_or_none
from funasr.utils.wav_utils import calc_shape, generate_data_list, filter_wav_text
from funasr.utils.yaml_no_alias_safe_dump import yaml_no_alias_safe_dump
+from funasr.modules.lora.utils import mark_only_lora_as_trainable
try:
import wandb
@@ -952,6 +953,18 @@
default=None,
help="oss bucket.",
)
+ group.add_argument(
+ "--enable_lora",
+ type=str2bool,
+ default=False,
+ help="Apply lora for finetuning.",
+ )
+ group.add_argument(
+ "--lora_bias",
+ type=str,
+ default="none",
+ help="lora bias.",
+ )
cls.trainer.add_arguments(parser)
cls.add_task_arguments(parser)
@@ -1246,6 +1259,8 @@
dtype=getattr(torch, args.train_dtype),
device="cuda" if args.ngpu > 0 else "cpu",
)
+ if args.enable_lora:
+ mark_only_lora_as_trainable(model, args.lora_bias)
for t in args.freeze_param:
for k, p in model.named_parameters():
if k.startswith(t + ".") or k == t:
--
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