From a0f03bd2a87d97d47a1636bbe6f0855a43160331 Mon Sep 17 00:00:00 2001
From: zhifu gao <zhifu.gzf@alibaba-inc.com>
Date: 星期三, 15 五月 2024 19:48:50 +0800
Subject: [PATCH] Dev gzf deepspeed (#1732)
---
funasr/datasets/sense_voice_datasets/datasets.py | 24 ++++++++++++++++++++----
1 files changed, 20 insertions(+), 4 deletions(-)
diff --git a/funasr/datasets/sense_voice_datasets/datasets.py b/funasr/datasets/sense_voice_datasets/datasets.py
index ee2f13d..690a1c5 100644
--- a/funasr/datasets/sense_voice_datasets/datasets.py
+++ b/funasr/datasets/sense_voice_datasets/datasets.py
@@ -53,6 +53,12 @@
self.prompt_ids_len = 0
self.retry = kwargs.get("retry", 5)
+ self.permute = False
+ from funasr.frontends.whisper_frontend import WhisperFrontend
+
+ if isinstance(self.frontend, WhisperFrontend):
+ self.permute = True
+
def get_source_len(self, index):
item = self.index_ds[index]
return self.index_ds.get_source_len(item)
@@ -92,7 +98,8 @@
if speech_lengths > self.batch_size:
continue
- speech = speech.permute(0, 2, 1)
+ if self.permute:
+ speech = speech.permute(0, 2, 1)
target = item["target"]
if self.preprocessor_text:
target = self.preprocessor_text(target)
@@ -100,8 +107,14 @@
task = item.get("prompt", "<|ASR|>")
text_language = item.get("text_language", "<|zh|>")
- prompt = f"{self.sos}{task}{text_language}"
- prompt_ids = self.tokenizer.encode(prompt, allowed_special="all")
+ if isinstance(self.sos, str):
+ prompt = f"{self.sos}{task}{text_language}"
+ prompt_ids = self.tokenizer.encode(prompt, allowed_special="all")
+ else:
+ prompt = f"{task}{text_language}"
+ prompt_ids = self.tokenizer.encode(prompt, allowed_special="all")
+ prompt_ids = [self.sos] + prompt_ids
+
prompt_ids_len = len(prompt_ids) - 1 # [sos, task]
self.prompt_ids_len = prompt_ids_len
@@ -110,7 +123,10 @@
if target_ids_len > 200:
continue
- eos = self.tokenizer.encode(self.eos, allowed_special="all") # [eos]
+ if isinstance(self.eos, str):
+ eos = self.tokenizer.encode(self.eos, allowed_special="all") # [eos]
+ else:
+ eos = [self.eos]
ids = prompt_ids + target_ids + eos # [sos, task, lid, text, eos]
ids_lengths = len(ids)
--
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