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  1. config.json +85 -0
  2. run_wav2vec2_pretrain_flax.py +1 -0
config.json ADDED
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+ {
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+ "activation_dropout": 0.0,
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+ "apply_spec_augment": true,
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+ "architectures": [
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+ "Wav2Vec2ForPreTraining"
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+ "codevector_dim": 256,
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+ "contrastive_logits_temperature": 0.1,
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+ "conv_bias": false,
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+ "conv_dim": [
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512
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+ ],
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+ "conv_kernel": [
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+ 10,
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+ "conv_stride": [
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+ "ctc_loss_reduction": "sum",
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+ "ctc_zero_infinity": false,
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+ "diversity_loss_weight": 0.1,
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+ "do_stable_layer_norm": true,
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+ "eos_token_id": 2,
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+ "feat_extract_activation": "gelu",
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+ "feat_extract_norm": "layer",
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+ "feat_proj_dropout": 0.1,
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+ "feat_quantizer_dropout": 0.0,
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+ "final_dropout": 0.0,
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+ "freeze_feat_extract_train": true,
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+ "gradient_checkpointing": true,
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+ "hidden_act": "gelu",
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+ "hidden_dropout": 0.1,
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+ "intermediate_size": 3072,
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+ "layer_norm_eps": 1e-05,
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+ "mask_channel_length": 10,
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+ "mask_channel_selection": "static",
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+ "mask_time_other": 0.0,
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+ "mask_time_prob": 0.05,
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+ "mask_time_selection": "static",
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+ "model_type": "wav2vec2",
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+ "no_mask_channel_overlap": false,
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+ "no_mask_time_overlap": false,
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+ "num_attention_heads": 12,
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+ "num_codevector_groups": 2,
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+ "num_codevectors_per_group": 320,
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+ "num_conv_pos_embedding_groups": 16,
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+ "num_conv_pos_embeddings": 128,
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+ "num_feat_extract_layers": 7,
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+ "num_hidden_layers": 12,
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+ "num_negatives": 100,
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+ "pad_token_id": 0,
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+ "proj_codevector_dim": 256,
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+ "transformers_version": "4.7.0.dev0",
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+ "vocab_size": 32
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+ }
run_wav2vec2_pretrain_flax.py ADDED
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+ /home/shahu_kareem/transformers/examples/research_projects/jax-projects/wav2vec2/run_wav2vec2_pretrain_flax.py