From c9cc99db50e2eb13c5abb4a7409f88bf0a8f108d Mon Sep 17 00:00:00 2001 From: hnluo <haoneng.lhn@alibaba-inc.com> Date: 星期五, 21 七月 2023 16:28:35 +0800 Subject: [PATCH] Update RESULTS.md --- egs_modelscope/asr/paraformer/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/RESULTS.md | 12 ++++++------ 1 files changed, 6 insertions(+), 6 deletions(-) diff --git a/egs_modelscope/asr/paraformer/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/RESULTS.md b/egs_modelscope/asr/paraformer/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/RESULTS.md index 5f1abb6..ab163fd 100644 --- a/egs_modelscope/asr/paraformer/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/RESULTS.md +++ b/egs_modelscope/asr/paraformer/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/RESULTS.md @@ -72,7 +72,7 @@ ## Fine-tuning - Train config: - Training data: aishell-1 - - Training info: lr 0.0002, batch size 2000, 2 gpu, acc_grad 1, 20 epochs + - Training info: lr 0.0002, dataset_type: small, batch bins 2000, 2 gpu, acc_grad 1, 20 epochs - Decoding info: beam_size 1, average_num 10 | model | dev cer(%) | test cer(%) | @@ -82,14 +82,14 @@ - Train config: - Training data: 16k sichuan dialect - - Training info: lr 0.0002, batch size 2000, 2 gpu, acc_grad 1, 20 epochs + - Training info: lr 0.0002, dataset_type: small, batch bins 2000, 2 gpu, acc_grad 1, 20 epochs - Decoding info: beam_size 1, average_num 10 | model | Training Data(h) | cn cer(%) | sichuan cer(%) | |:--------:|:-------------:|:-------:|:------------:| | Pretrain | | 8.57 | 19.81 | -| Finetune | 50 | 8.8 | 12 | +| Full-tuning | 50 | 8.8 | 12 | | | 100 | 9.24 | 11.63 | | | 200 | 9.82 | 10.47 | | | 300 | 9.95 | 10.44 | @@ -99,7 +99,7 @@ ## Lora Fine-tuning - Train config: - Training data: 16k sichuan dialect - - Training info: lr 0.0002, batch size 2000, 2 gpu, acc_grad 1, 20 epochs + - Training info: lr 0.0002, dataset_type: small, batch bins 2000, 2 gpu, acc_grad 1, 20 epochs - Lora info: lora_bias: "all", lora_list ['q','v'], lora_rank:8, lora_alpha:16, lora_dropout:0.1 - Decoding info: beam_size 1, average_num 10 @@ -107,8 +107,8 @@ |:-------------:|:----------------:|:-----------------------:|:---------:|:--------------:| | Pretrain | | | 8.57 | 19.81 | | | | | | | -| Finetune | 50 | 220.9 | 8.8 | 12 | +| Full-tuning | 50 | 220.9 | 8.8 | 12 | | Lora Finetune | 50 | 2.29 | 9.13 | 12.13 | | | | | | | -| Finetune | 200 | 220.9 | 9.82 | 10.47 | +| Full-tuning | 200 | 220.9 | 9.82 | 10.47 | | Lora Finetune | 200 | 2.29 | 9.21 | 11.28 | -- Gitblit v1.9.1