Instructions to use golesheed/wav2vec2-large-xls-r-1b-frisian-cv-13-elderly-augmented with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use golesheed/wav2vec2-large-xls-r-1b-frisian-cv-13-elderly-augmented with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="golesheed/wav2vec2-large-xls-r-1b-frisian-cv-13-elderly-augmented")# Load model directly from transformers import AutoProcessor, AutoModelForCTC processor = AutoProcessor.from_pretrained("golesheed/wav2vec2-large-xls-r-1b-frisian-cv-13-elderly-augmented") model = AutoModelForCTC.from_pretrained("golesheed/wav2vec2-large-xls-r-1b-frisian-cv-13-elderly-augmented", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Golshid Shekoufandeh commited on
Commit ·
a74bc3d
1
Parent(s): 1864c5e
Training in progress, step 50
Browse files
config.json
CHANGED
|
@@ -8,7 +8,7 @@
|
|
| 8 |
"architectures": [
|
| 9 |
"Wav2Vec2ForCTC"
|
| 10 |
],
|
| 11 |
-
"attention_dropout": 0.
|
| 12 |
"bos_token_id": 1,
|
| 13 |
"classifier_proj_size": 256,
|
| 14 |
"codevector_dim": 1024,
|
|
@@ -49,23 +49,23 @@
|
|
| 49 |
"feat_extract_activation": "gelu",
|
| 50 |
"feat_extract_dropout": 0.0,
|
| 51 |
"feat_extract_norm": "layer",
|
| 52 |
-
"feat_proj_dropout": 0.
|
| 53 |
"feat_quantizer_dropout": 0.0,
|
| 54 |
"final_dropout": 0.0,
|
| 55 |
"gradient_checkpointing": false,
|
| 56 |
"hidden_act": "gelu",
|
| 57 |
-
"hidden_dropout": 0.
|
| 58 |
"hidden_size": 1280,
|
| 59 |
"initializer_range": 0.02,
|
| 60 |
"intermediate_size": 5120,
|
| 61 |
"layer_norm_eps": 1e-05,
|
| 62 |
-
"layerdrop": 0.
|
| 63 |
"mask_feature_length": 10,
|
| 64 |
"mask_feature_min_masks": 0,
|
| 65 |
"mask_feature_prob": 0.3,
|
| 66 |
"mask_time_length": 10,
|
| 67 |
"mask_time_min_masks": 2,
|
| 68 |
-
"mask_time_prob": 0.
|
| 69 |
"model_type": "wav2vec2",
|
| 70 |
"num_adapter_layers": 3,
|
| 71 |
"num_attention_heads": 16,
|
|
@@ -77,7 +77,7 @@
|
|
| 77 |
"num_hidden_layers": 48,
|
| 78 |
"num_negatives": 100,
|
| 79 |
"output_hidden_size": 1280,
|
| 80 |
-
"pad_token_id":
|
| 81 |
"proj_codevector_dim": 1024,
|
| 82 |
"tdnn_dilation": [
|
| 83 |
1,
|
|
@@ -103,6 +103,6 @@
|
|
| 103 |
"torch_dtype": "float32",
|
| 104 |
"transformers_version": "4.27.4",
|
| 105 |
"use_weighted_layer_sum": false,
|
| 106 |
-
"vocab_size":
|
| 107 |
"xvector_output_dim": 512
|
| 108 |
}
|
|
|
|
| 8 |
"architectures": [
|
| 9 |
"Wav2Vec2ForCTC"
|
| 10 |
],
|
| 11 |
+
"attention_dropout": 0.0,
|
| 12 |
"bos_token_id": 1,
|
| 13 |
"classifier_proj_size": 256,
|
| 14 |
"codevector_dim": 1024,
|
|
|
|
| 49 |
"feat_extract_activation": "gelu",
|
| 50 |
"feat_extract_dropout": 0.0,
|
| 51 |
"feat_extract_norm": "layer",
|
| 52 |
+
"feat_proj_dropout": 0.0,
|
| 53 |
"feat_quantizer_dropout": 0.0,
|
| 54 |
"final_dropout": 0.0,
|
| 55 |
"gradient_checkpointing": false,
|
| 56 |
"hidden_act": "gelu",
|
| 57 |
+
"hidden_dropout": 0.0,
|
| 58 |
"hidden_size": 1280,
|
| 59 |
"initializer_range": 0.02,
|
| 60 |
"intermediate_size": 5120,
|
| 61 |
"layer_norm_eps": 1e-05,
|
| 62 |
+
"layerdrop": 0.0,
|
| 63 |
"mask_feature_length": 10,
|
| 64 |
"mask_feature_min_masks": 0,
|
| 65 |
"mask_feature_prob": 0.3,
|
| 66 |
"mask_time_length": 10,
|
| 67 |
"mask_time_min_masks": 2,
|
| 68 |
+
"mask_time_prob": 0.05,
|
| 69 |
"model_type": "wav2vec2",
|
| 70 |
"num_adapter_layers": 3,
|
| 71 |
"num_attention_heads": 16,
|
|
|
|
| 77 |
"num_hidden_layers": 48,
|
| 78 |
"num_negatives": 100,
|
| 79 |
"output_hidden_size": 1280,
|
| 80 |
+
"pad_token_id": 27,
|
| 81 |
"proj_codevector_dim": 1024,
|
| 82 |
"tdnn_dilation": [
|
| 83 |
1,
|
|
|
|
| 103 |
"torch_dtype": "float32",
|
| 104 |
"transformers_version": "4.27.4",
|
| 105 |
"use_weighted_layer_sum": false,
|
| 106 |
+
"vocab_size": 28,
|
| 107 |
"xvector_output_dim": 512
|
| 108 |
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:278cd617a82344399a788c15e5f82643515e629b8b17cbf95eb113ab75ee5f5d
|
| 3 |
+
size 3850413869
|
runs/May25_08-50-08_a100gpu5/1684997503.5580766/events.out.tfevents.1684997503.a100gpu5.1620798.2
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a6fd43beb0f0ea8f3adf99512e286557ce2cd38ecd5f5fc60811cd8f003cfa29
|
| 3 |
+
size 5937
|
runs/May25_08-50-08_a100gpu5/events.out.tfevents.1684997503.a100gpu5.1620798.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c15501981ee57a0a2a8eb45d409e2ad811e2f7b09ebaac7e0fab343a20b395fe
|
| 3 |
+
size 6016
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 3643
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2f31e6cb0ef8159729aee2e9a3a0d6dba2ca6b7f02dbc2ecb64dd63c9ac865c1
|
| 3 |
size 3643
|