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Merge pull request #770 from alibaba-damo-academy/dev_lhn

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Dev lhn
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hnluo 2023-07-21 17:18:23 +08:00 committed by GitHub
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1 changed files with 10 additions and 12 deletions
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egs_modelscope/asr/paraformer/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/RESULTS.md
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@ -78,7 +78,7 @@
| model | dev cer(%) | test cer(%) |
|:---------:|:-------------:|:-------------:|
| Pretrain | 1.75 |1.95 |
| Finetune | 1.62 |1.78 |
| Full-tuning | 1.62 |1.78 |
- Train config:
- Training data: 16k sichuan dialect
@ -86,10 +86,10 @@
- Decoding info: beam_size 1, average_num 10
| model | Training Data(h) | cn cer(%) | sichuan cer(%) |
| model | Training Data(h) | common 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 |
@ -103,12 +103,10 @@
- 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
| model | Training Data(h) | Trainable Parameters(M) | cn cer(%) | sichuan cer(%) |
|:-------------:|:----------------:|:-----------------------:|:---------:|:--------------:|
| Pretrain | | | 8.57 | 19.81 |
| | | | | |
| Finetune | 50 | 220.9 | 8.8 | 12 |
| Lora Finetune | 50 | 2.29 | 9.13 | 12.13 |
| | | | | |
| Finetune | 200 | 220.9 | 9.82 | 10.47 |
| Lora Finetune | 200 | 2.29 | 9.21 | 11.28 |
| model | Training Data(h) | Trainable Parameters(M) | Memory Usage(G) | common cer(%) | sichuan cer(%) |
|:---------------:|:------------------:|:-------------------------:|:-----------------:|:---------------:|:----------------:|
| Pretrain | | | | 8.57 | 19.81 |
| Full-tuning | 50 | 220.9 | 15 | 8.8 | 12 |
| Lora Finetune | 50 | 2.29 | 7 | 9.13 | 12.13 |
| Full-tuning | 200 | 220.9 | 15 | 9.82 | 10.47 |
| Lora Finetune | 200 | 2.29 | 7 | 9.21 | 11.28 |