| | |
|---|
| | | downsample_rate: 2 |
|---|
| | | llm_dim: 4096 |
|---|
| | | encoder_dim: 1280 |
|---|
| | | n_layer: 2 |
|---|
| | | n_layer: 0 |
|---|
| | | |
|---|
| | | # frontend related |
|---|
| | | frontend: WhisperFrontend |
|---|
| | | frontend_conf: |
|---|
| | | fs: 16000 |
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| | | whisper_model: large-v3 |
|---|
| | | do_pad_trim: true |
|---|
| | | do_pad_trim: false |
|---|
| | | permute: false # true: [bs, frames, dims]; false: [bs, dims, frames] |
|---|
| | | filters_path: "/nfs/zhifu.gzf/init_model/SenseVoiceModelscope/assets/mel_filters.npz" |
|---|
| | | |
|---|
| | |
|---|
| | | |
|---|
| | | dataset: OpenAIDataset |
|---|
| | | dataset_conf: |
|---|
| | | index_ds: OpenAIIndexDSJsonl |
|---|
| | | batch_sampler: CustomDistributedBatchSampler |
|---|
| | | batch_type: example # example or length |
|---|
| | | batch_size: 4 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
|---|
| | | max_token_length: 3000 # filter samples if source_token_len+target_token_len > max_token_length, |
|---|
| | | shuffle: True |
|---|
| | | num_workers: 0 |
|---|
| | | audio_adaptor_downsample_rate: ${audio_adaptor_conf.downsample_rate} |
|---|
| | | audio_encoder_downsample_rate: 2 |
|---|
| | | # prompt: "<|startoftranscription|><|zh|><|transcribe|><|zh|><|notimestamps|><|wo_itn|>" |
|---|
| | | |
|---|
| | | index_ds: OpenAIIndexDSJsonl |
|---|
| | | batch_sampler: BatchSampler |
|---|
| | | batch_type: token |
|---|
| | | batch_size: 900 |
|---|
| | | max_token_length: 1024 |
|---|
| | | shuffle: true |
|---|
| | | sort_size: 1024 |
|---|
| | | batch_size_scale_ratio_max: 2 |
|---|
| | | num_workers: 4 |
|---|
| | | audio_adaptor_downsample_rate: ${audio_adaptor_conf.downsample_rate} |
|---|
| | | audio_encoder_downsample_rate: 4 |
|---|
| | | data_split_num: 512 |
|---|
| | | batch_size_sample_max: 15 |
|---|
| | | retry: 20 |
|---|
| | | |
|---|
| | | |
|---|
| | | tokenizer: HuggingfaceTokenizer |
|---|
