From 6fd83d23ee64280d30fd99f0fe2ca0f52903dca1 Mon Sep 17 00:00:00 2001
From: Marlowe <54339989+ZihanLiao@users.noreply.github.com>
Date: 星期五, 14 六月 2024 10:36:28 +0800
Subject: [PATCH] fix paramter 'quantize' unused issue (#1813)
---
funasr/models/llm_asr/model.py | 14 +++++++++++---
1 files changed, 11 insertions(+), 3 deletions(-)
diff --git a/funasr/models/llm_asr/model.py b/funasr/models/llm_asr/model.py
index 5f15309..519918c 100644
--- a/funasr/models/llm_asr/model.py
+++ b/funasr/models/llm_asr/model.py
@@ -684,6 +684,13 @@
# audio encoder
speech = batch["speech"]
speech_lengths = batch["speech_lengths"][:, 0]
+ # fp16
+ if kwargs.get("fp16", False):
+ speech = speech.to(torch.float16)
+ encoder_out_lens = encoder_out_lens.to(torch.float16)
+ elif kwargs.get("bf16", False):
+ speech = speech.to(torch.bfloat16)
+ encoder_out_lens = encoder_out_lens.to(torch.bfloat16)
encoder_out, encoder_out_lens = self.audio_encoder(speech.permute(0, 2, 1), speech_lengths)
# audio_adaptor
@@ -710,9 +717,9 @@
dtype_map = {"bf16": torch.bfloat16, "fp16": torch.float16, "fp32": torch.float32}
with torch.cuda.amp.autocast(dtype=dtype_map[llm_dtype]):
label = contents["assistant"][0]
- self.llm = self.llm.to(dtype_map[llm_dtype])
- inputs_embeds = inputs_embeds.to(dtype_map[llm_dtype])
- attention_mask = attention_mask.to(dtype_map[llm_dtype])
+ # self.llm = self.llm.to(dtype_map[llm_dtype])
+ # inputs_embeds = inputs_embeds.to(dtype_map[llm_dtype])
+
if not kwargs.get("tearchforing", False):
generated_ids = self.llm.generate(
@@ -732,6 +739,7 @@
labels_ids = batch["labels_ids"]
labels_ids[labels_ids == -1] = -100
attention_mask = batch.get("attention_mask", None)
+ # attention_mask = attention_mask.to(dtype_map[llm_dtype])
model_outputs = self.llm(
inputs_embeds=inputs_embeds, attention_mask=attention_mask, labels=labels_ids
)
--
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