Training in progress, step 100

config.json

@@ -1,5 +1,5 @@
 {
- "_name_or_path": "facebook/wav2vec2-base",
+ "_name_or_path": "facebook/wav2vec2-large-xlsr-53",
  "activation_dropout": 0.0,
  "adapter_attn_dim": null,
  "adapter_kernel_size": 3,
@@ -12,9 +12,9 @@
  "attention_dropout": 0.1,
  "bos_token_id": 1,
  "classifier_proj_size": 256,
- "codevector_dim": 256,
+ "codevector_dim": 768,
  "contrastive_logits_temperature": 0.1,
- "conv_bias": false,
+ "conv_bias": true,
  "conv_dim": [
  512,
  512,
@@ -45,21 +45,22 @@
  "ctc_loss_reduction": "mean",
  "ctc_zero_infinity": false,
  "diversity_loss_weight": 0.1,
- "do_stable_layer_norm": false,
+ "do_stable_layer_norm": true,
  "eos_token_id": 2,
  "feat_extract_activation": "gelu",
- "feat_extract_norm": "group",
+ "feat_extract_dropout": 0.0,
+ "feat_extract_norm": "layer",
  "feat_proj_dropout": 0.1,
  "feat_quantizer_dropout": 0.0,
  "final_dropout": 0.0,
- "freeze_feat_extract_train": true,
+ "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
- "hidden_size": 768,
+ "hidden_size": 1024,
  "initializer_range": 0.02,
- "intermediate_size": 3072,
+ "intermediate_size": 4096,
  "layer_norm_eps": 1e-05,
- "layerdrop": 0.0,
+ "layerdrop": 0.1,
  "mask_channel_length": 10,
  "mask_channel_min_space": 1,
  "mask_channel_other": 0.0,
@@ -72,23 +73,21 @@
  "mask_time_min_masks": 2,
  "mask_time_min_space": 1,
  "mask_time_other": 0.0,
- "mask_time_prob": 0.05,
+ "mask_time_prob": 0.075,
  "mask_time_selection": "static",
  "model_type": "wav2vec2",
- "no_mask_channel_overlap": false,
- "no_mask_time_overlap": false,
  "num_adapter_layers": 3,
- "num_attention_heads": 12,
+ "num_attention_heads": 16,
  "num_codevector_groups": 2,
  "num_codevectors_per_group": 320,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 128,
  "num_feat_extract_layers": 7,
- "num_hidden_layers": 12,
+ "num_hidden_layers": 24,
  "num_negatives": 100,
- "output_hidden_size": 768,
+ "output_hidden_size": 1024,
  "pad_token_id": 62,
- "proj_codevector_dim": 256,
+ "proj_codevector_dim": 768,
  "tdnn_dilation": [
  1,
  2,
@@ -111,7 +110,7 @@
  1
  ],
  "torch_dtype": "float32",
- "transformers_version": "4.35.2",
+ "transformers_version": "4.37.1",
  "use_weighted_layer_sum": false,
  "vocab_size": 65,
  "xvector_output_dim": 512

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ca468935768a935e188b9b71fb171f92c256ed5862d7ba1a7f91d7da65f2bd82
-size 377712636
+oid sha256:c86b3d61b63d57542f056f4d5125c48b79cfadad229ae0ba2f3d44f09586d49a
+size 1262073980

runs/Jan28_14-01-59_8a9b44249c59/events.out.tfevents.1706450525.8a9b44249c59.1494.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a20fe043003595ecdd028ce4663a4aca46b44df096f5d1d0ef67ebaa291c4d42
+size 6610

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ba034b1f93513eacf48ad2ab07f4e6b6c2710833d46cf0a2c9840d6f3f35fe31
-size 4664
+oid sha256:1f9283d82210ee19d1267d0cd9150f811287b32372e1ea680286e88b3168242e
+size 4792