From b8e2cab7ee61cb7762ca628f52bff7f6f32f1793 Mon Sep 17 00:00:00 2001
From: haoneng.lhn <haoneng.lhn@alibaba-inc.com>
Date: 星期四, 20 七月 2023 09:46:33 +0800
Subject: [PATCH] add lora finetune code
---
funasr/bin/build_trainer.py | 14 ++++++++++----
1 files changed, 10 insertions(+), 4 deletions(-)
diff --git a/funasr/bin/build_trainer.py b/funasr/bin/build_trainer.py
index 6bd5bd7..0f87186 100644
--- a/funasr/bin/build_trainer.py
+++ b/funasr/bin/build_trainer.py
@@ -1,7 +1,7 @@
import os
import yaml
-
+import logging
def update_dct(fin_configs, root):
if root == {}:
@@ -22,6 +22,8 @@
if mode == "asr":
from funasr.tasks.asr import ASRTask as ASRTask
elif mode == "paraformer":
+ from funasr.tasks.asr import ASRTaskParaformer as ASRTask
+ elif mode == "paraformer_streaming":
from funasr.tasks.asr import ASRTaskParaformer as ASRTask
elif mode == "paraformer_vad_punc":
from funasr.tasks.asr import ASRTaskParaformer as ASRTask
@@ -53,7 +55,7 @@
scheduler_conf=None,
specaug=None,
specaug_conf=None,
- param_dict=None,
+ mate_params=None,
**kwargs):
mode = modelscope_dict['mode']
args, ASRTask = parse_args(mode=mode)
@@ -83,6 +85,7 @@
finetune_configs = yaml.safe_load(f)
# set data_types
if dataset_type == "large":
+ # finetune_configs["dataset_conf"]["data_types"] = "sound,text"
if 'data_types' not in finetune_configs['dataset_conf']:
finetune_configs["dataset_conf"]["data_types"] = "sound,text"
finetune_configs = update_dct(configs, finetune_configs)
@@ -132,8 +135,7 @@
if args.dataset_type == "small":
args.batch_bins = batch_bins
elif args.dataset_type == "large":
- if "batch_size" not in args.dataset_conf["batch_conf"]:
- args.dataset_conf["batch_conf"]["batch_size"] = batch_bins
+ args.dataset_conf["batch_conf"]["batch_size"] = batch_bins
else:
raise ValueError(f"Not supported dataset_type={args.dataset_type}")
if args.normalize in ["null", "none", "None"]:
@@ -142,6 +144,10 @@
args.patience = None
args.local_rank = local_rank
args.distributed = distributed
+ if mate_params is not None:
+ for key, value in mate_params.items():
+ if hasattr(args, key):
+ setattr(args, key, value)
ASRTask.finetune_args = args
return ASRTask
--
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