wjbmattingly
commited on
Commit
•
1bca597
1
Parent(s):
5ac07b2
End of training
Browse files- README.md +14 -2
- all_results.json +15 -0
- eval_results.json +9 -0
- runs/Aug19_20-22-30_compute-50-01/events.out.tfevents.1724115850.compute-50-01.1027809.1 +3 -0
- train_results.json +9 -0
- trainer_state.json +190 -0
README.md
CHANGED
@@ -4,11 +4,23 @@ license: apache-2.0
|
|
4 |
base_model: openai/whisper-medium
|
5 |
tags:
|
6 |
- generated_from_trainer
|
|
|
|
|
7 |
metrics:
|
8 |
- wer
|
9 |
model-index:
|
10 |
- name: whisper-zulu-medium
|
11 |
-
results:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
12 |
---
|
13 |
|
14 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -16,7 +28,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
16 |
|
17 |
# whisper-zulu-medium
|
18 |
|
19 |
-
This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on
|
20 |
It achieves the following results on the evaluation set:
|
21 |
- Loss: 0.2949
|
22 |
- Wer: 0.1993
|
|
|
4 |
base_model: openai/whisper-medium
|
5 |
tags:
|
6 |
- generated_from_trainer
|
7 |
+
datasets:
|
8 |
+
- wjbmattingly/zulu_merged_audio
|
9 |
metrics:
|
10 |
- wer
|
11 |
model-index:
|
12 |
- name: whisper-zulu-medium
|
13 |
+
results:
|
14 |
+
- task:
|
15 |
+
name: Automatic Speech Recognition
|
16 |
+
type: automatic-speech-recognition
|
17 |
+
dataset:
|
18 |
+
name: wjbmattingly/zulu_merged_audio
|
19 |
+
type: wjbmattingly/zulu_merged_audio
|
20 |
+
metrics:
|
21 |
+
- name: Wer
|
22 |
+
type: wer
|
23 |
+
value: 0.1993037098042152
|
24 |
---
|
25 |
|
26 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
28 |
|
29 |
# whisper-zulu-medium
|
30 |
|
31 |
+
This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the wjbmattingly/zulu_merged_audio dataset.
|
32 |
It achieves the following results on the evaluation set:
|
33 |
- Loss: 0.2949
|
34 |
- Wer: 0.1993
|
all_results.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_loss": 0.2948686480522156,
|
4 |
+
"eval_runtime": 127.6114,
|
5 |
+
"eval_samples": 1450,
|
6 |
+
"eval_samples_per_second": 11.363,
|
7 |
+
"eval_steps_per_second": 0.18,
|
8 |
+
"eval_wer": 0.1993037098042152,
|
9 |
+
"total_flos": 2.612748590363181e+19,
|
10 |
+
"train_loss": 0.627130063176155,
|
11 |
+
"train_runtime": 2211.2333,
|
12 |
+
"train_samples": 5057,
|
13 |
+
"train_samples_per_second": 11.577,
|
14 |
+
"train_steps_per_second": 0.181
|
15 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_loss": 0.2948686480522156,
|
4 |
+
"eval_runtime": 127.6114,
|
5 |
+
"eval_samples": 1450,
|
6 |
+
"eval_samples_per_second": 11.363,
|
7 |
+
"eval_steps_per_second": 0.18,
|
8 |
+
"eval_wer": 0.1993037098042152
|
9 |
+
}
|
runs/Aug19_20-22-30_compute-50-01/events.out.tfevents.1724115850.compute-50-01.1027809.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:82604e233fa74628e53e10b741a9b42daf5deb14bc87715bfd0ee795f3ec192b
|
3 |
+
size 406
|
train_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"total_flos": 2.612748590363181e+19,
|
4 |
+
"train_loss": 0.627130063176155,
|
5 |
+
"train_runtime": 2211.2333,
|
6 |
+
"train_samples": 5057,
|
7 |
+
"train_samples_per_second": 11.577,
|
8 |
+
"train_steps_per_second": 0.181
|
9 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,190 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 100,
|
6 |
+
"global_step": 400,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.3125,
|
13 |
+
"grad_norm": 14.964056968688965,
|
14 |
+
"learning_rate": 4.4e-07,
|
15 |
+
"loss": 2.4762,
|
16 |
+
"step": 25
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.625,
|
20 |
+
"grad_norm": 7.519942283630371,
|
21 |
+
"learning_rate": 9.400000000000001e-07,
|
22 |
+
"loss": 1.8044,
|
23 |
+
"step": 50
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.9375,
|
27 |
+
"grad_norm": 4.3551025390625,
|
28 |
+
"learning_rate": 1.44e-06,
|
29 |
+
"loss": 1.1717,
|
30 |
+
"step": 75
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 1.25,
|
34 |
+
"grad_norm": 3.608358860015869,
|
35 |
+
"learning_rate": 1.94e-06,
|
36 |
+
"loss": 0.8378,
|
37 |
+
"step": 100
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 1.25,
|
41 |
+
"eval_loss": 0.7289780378341675,
|
42 |
+
"eval_runtime": 149.0817,
|
43 |
+
"eval_samples_per_second": 9.726,
|
44 |
+
"eval_steps_per_second": 0.154,
|
45 |
+
"eval_wer": 0.5604761726500206,
|
46 |
+
"step": 100
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 1.5625,
|
50 |
+
"grad_norm": 3.026627540588379,
|
51 |
+
"learning_rate": 2.4400000000000004e-06,
|
52 |
+
"loss": 0.6298,
|
53 |
+
"step": 125
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 1.875,
|
57 |
+
"grad_norm": 3.2073071002960205,
|
58 |
+
"learning_rate": 2.9400000000000002e-06,
|
59 |
+
"loss": 0.5259,
|
60 |
+
"step": 150
|
61 |
+
},
|
62 |
+
{
|
63 |
+
"epoch": 2.1875,
|
64 |
+
"grad_norm": 2.7110557556152344,
|
65 |
+
"learning_rate": 3.44e-06,
|
66 |
+
"loss": 0.427,
|
67 |
+
"step": 175
|
68 |
+
},
|
69 |
+
{
|
70 |
+
"epoch": 2.5,
|
71 |
+
"grad_norm": 2.653585195541382,
|
72 |
+
"learning_rate": 3.94e-06,
|
73 |
+
"loss": 0.3624,
|
74 |
+
"step": 200
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 2.5,
|
78 |
+
"eval_loss": 0.40476956963539124,
|
79 |
+
"eval_runtime": 130.1192,
|
80 |
+
"eval_samples_per_second": 11.144,
|
81 |
+
"eval_steps_per_second": 0.177,
|
82 |
+
"eval_wer": 0.2791150376221315,
|
83 |
+
"step": 200
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 2.8125,
|
87 |
+
"grad_norm": 2.6670711040496826,
|
88 |
+
"learning_rate": 4.440000000000001e-06,
|
89 |
+
"loss": 0.3459,
|
90 |
+
"step": 225
|
91 |
+
},
|
92 |
+
{
|
93 |
+
"epoch": 3.125,
|
94 |
+
"grad_norm": 2.2266933917999268,
|
95 |
+
"learning_rate": 4.94e-06,
|
96 |
+
"loss": 0.2939,
|
97 |
+
"step": 250
|
98 |
+
},
|
99 |
+
{
|
100 |
+
"epoch": 3.4375,
|
101 |
+
"grad_norm": 2.0115909576416016,
|
102 |
+
"learning_rate": 5.4400000000000004e-06,
|
103 |
+
"loss": 0.2497,
|
104 |
+
"step": 275
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 3.75,
|
108 |
+
"grad_norm": 1.9504035711288452,
|
109 |
+
"learning_rate": 5.94e-06,
|
110 |
+
"loss": 0.2279,
|
111 |
+
"step": 300
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 3.75,
|
115 |
+
"eval_loss": 0.32364794611930847,
|
116 |
+
"eval_runtime": 129.8874,
|
117 |
+
"eval_samples_per_second": 11.164,
|
118 |
+
"eval_steps_per_second": 0.177,
|
119 |
+
"eval_wer": 0.2186950174072549,
|
120 |
+
"step": 300
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 4.0625,
|
124 |
+
"grad_norm": 1.6703990697860718,
|
125 |
+
"learning_rate": 6.440000000000001e-06,
|
126 |
+
"loss": 0.2113,
|
127 |
+
"step": 325
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 4.375,
|
131 |
+
"grad_norm": 1.7013378143310547,
|
132 |
+
"learning_rate": 6.9400000000000005e-06,
|
133 |
+
"loss": 0.1547,
|
134 |
+
"step": 350
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 4.6875,
|
138 |
+
"grad_norm": 1.8722782135009766,
|
139 |
+
"learning_rate": 7.440000000000001e-06,
|
140 |
+
"loss": 0.1631,
|
141 |
+
"step": 375
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 5.0,
|
145 |
+
"grad_norm": 1.6520956754684448,
|
146 |
+
"learning_rate": 7.94e-06,
|
147 |
+
"loss": 0.1524,
|
148 |
+
"step": 400
|
149 |
+
},
|
150 |
+
{
|
151 |
+
"epoch": 5.0,
|
152 |
+
"eval_loss": 0.2948686480522156,
|
153 |
+
"eval_runtime": 128.078,
|
154 |
+
"eval_samples_per_second": 11.321,
|
155 |
+
"eval_steps_per_second": 0.18,
|
156 |
+
"eval_wer": 0.1993037098042152,
|
157 |
+
"step": 400
|
158 |
+
},
|
159 |
+
{
|
160 |
+
"epoch": 5.0,
|
161 |
+
"step": 400,
|
162 |
+
"total_flos": 2.612748590363181e+19,
|
163 |
+
"train_loss": 0.627130063176155,
|
164 |
+
"train_runtime": 2211.2333,
|
165 |
+
"train_samples_per_second": 11.577,
|
166 |
+
"train_steps_per_second": 0.181
|
167 |
+
}
|
168 |
+
],
|
169 |
+
"logging_steps": 25,
|
170 |
+
"max_steps": 400,
|
171 |
+
"num_input_tokens_seen": 0,
|
172 |
+
"num_train_epochs": 5,
|
173 |
+
"save_steps": 500,
|
174 |
+
"stateful_callbacks": {
|
175 |
+
"TrainerControl": {
|
176 |
+
"args": {
|
177 |
+
"should_epoch_stop": false,
|
178 |
+
"should_evaluate": false,
|
179 |
+
"should_log": false,
|
180 |
+
"should_save": true,
|
181 |
+
"should_training_stop": true
|
182 |
+
},
|
183 |
+
"attributes": {}
|
184 |
+
}
|
185 |
+
},
|
186 |
+
"total_flos": 2.612748590363181e+19,
|
187 |
+
"train_batch_size": 16,
|
188 |
+
"trial_name": null,
|
189 |
+
"trial_params": null
|
190 |
+
}
|