hnluo
2023-07-21 80ac3acb07b39709306c83979f8273a40926179b
Update RESULTS.md
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egs_modelscope/asr/paraformer/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/RESULTS.md 16 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
egs_modelscope/asr/paraformer/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/RESULTS.md
@@ -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     |
|               |                  |                         |           |                |
|    Full-tuning   |        50        |          220.9          |    8.8    |       12       |
| Lora Finetune |        50        |           2.29          |    9.13   |      12.13     |
|               |                  |                         |           |                |
|    Full-tuning   |        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          |