Upload ft_config.json
Browse files- ft_config.json +61 -0
ft_config.json
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{
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"modelname": "openai/whisper-base",
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"gen_args": {
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"num_beams": 3
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},
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"fallback": [1,7,5],
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"corpora": {
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"train": {
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"thchs": {
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"languages": "cmn",
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"limit": [
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1000
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]
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}
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},
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"dev": {
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"thchs": {
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"languages": "cmn",
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"limit": [
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200
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]
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}
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},
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"thchs": {
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"asc": {
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"languages": "cmn",
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"limit": [
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0
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]
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}
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}
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},
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"hyperparams": {
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"output_dir": "../models/lowhipa-base-thchs30",
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"overwrite_output_dir": "True",
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"peft": "True",
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"per_device_train_batch_size": 16,
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"gradient_accumulation_steps": 1,
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"learning_rate": 0.001,
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"warmup_ratio": 0.1,
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"max_steps": 630,
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"gradient_checkpointing": "True",
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"fp16": "True",
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"eval_strategy": "steps",
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"per_device_eval_batch_size": 8,
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"predict_with_generate": "True",
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"generation_max_length": 225,
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"save_steps": 126,
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"eval_steps": 126,
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"logging_steps": 63,
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"report_to": [
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"tensorboard"
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],
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"load_best_model_at_end": "True",
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"metric_for_best_model": "per",
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"greater_is_better": "False",
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"hub_private_repo": "True",
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"push_to_hub": "True",
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"torch_empty_cache_steps": 1
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}
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}
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