End of training
Browse files- README.md +16 -4
- all_results.json +15 -0
- eval_results.json +9 -0
- runs/Feb09_22-40-00_srvrocgpu011.uct.ac.za/events.out.tfevents.1739142666.srvrocgpu011.uct.ac.za +3 -0
- train_results.json +9 -0
- trainer_state.json +701 -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-medium-bemgen-100f50m-model
|
11 |
-
results:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
12 |
---
|
13 |
|
14 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -16,10 +28,10 @@ should probably proofread and complete it, then remove this comment. -->
|
|
16 |
|
17 |
# whisper-medium-bemgen-100f50m-model
|
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.
|
22 |
-
- Wer: 0.
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
4 |
base_model: openai/whisper-medium
|
5 |
tags:
|
6 |
- generated_from_trainer
|
7 |
+
datasets:
|
8 |
+
- bemgen
|
9 |
metrics:
|
10 |
- wer
|
11 |
model-index:
|
12 |
- name: whisper-medium-bemgen-100f50m-model
|
13 |
+
results:
|
14 |
+
- task:
|
15 |
+
name: Automatic Speech Recognition
|
16 |
+
type: automatic-speech-recognition
|
17 |
+
dataset:
|
18 |
+
name: bemgen
|
19 |
+
type: bemgen
|
20 |
+
metrics:
|
21 |
+
- name: Wer
|
22 |
+
type: wer
|
23 |
+
value: 0.38982326111744586
|
24 |
---
|
25 |
|
26 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
28 |
|
29 |
# whisper-medium-bemgen-100f50m-model
|
30 |
|
31 |
+
This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the bemgen dataset.
|
32 |
It achieves the following results on the evaluation set:
|
33 |
+
- Loss: 0.4354
|
34 |
+
- Wer: 0.3898
|
35 |
|
36 |
## Model description
|
37 |
|
all_results.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 2.6391548365797295,
|
3 |
+
"eval_loss": 0.4354272186756134,
|
4 |
+
"eval_runtime": 430.7377,
|
5 |
+
"eval_samples": 758,
|
6 |
+
"eval_samples_per_second": 1.76,
|
7 |
+
"eval_steps_per_second": 0.88,
|
8 |
+
"eval_wer": 0.38982326111744586,
|
9 |
+
"total_flos": 1.631539005161472e+19,
|
10 |
+
"train_loss": 1.9525959782600404,
|
11 |
+
"train_runtime": 8300.7195,
|
12 |
+
"train_samples": 6057,
|
13 |
+
"train_samples_per_second": 4.819,
|
14 |
+
"train_steps_per_second": 0.602
|
15 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 2.6391548365797295,
|
3 |
+
"eval_loss": 0.4354272186756134,
|
4 |
+
"eval_runtime": 430.7377,
|
5 |
+
"eval_samples": 758,
|
6 |
+
"eval_samples_per_second": 1.76,
|
7 |
+
"eval_steps_per_second": 0.88,
|
8 |
+
"eval_wer": 0.38982326111744586
|
9 |
+
}
|
runs/Feb09_22-40-00_srvrocgpu011.uct.ac.za/events.out.tfevents.1739142666.srvrocgpu011.uct.ac.za
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a22e27e8bad18174cd13f00f691383c6768d40f2f07181c7c9d08436633f30dc
|
3 |
+
size 40
|
train_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 2.6391548365797295,
|
3 |
+
"total_flos": 1.631539005161472e+19,
|
4 |
+
"train_loss": 1.9525959782600404,
|
5 |
+
"train_runtime": 8300.7195,
|
6 |
+
"train_samples": 6057,
|
7 |
+
"train_samples_per_second": 4.819,
|
8 |
+
"train_steps_per_second": 0.602
|
9 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,701 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.4354272186756134,
|
3 |
+
"best_model_checkpoint": "/scratch/skscla001/speech/results/whisper-medium-bemgen-100f50m-model/checkpoint-1400",
|
4 |
+
"epoch": 2.6391548365797295,
|
5 |
+
"eval_steps": 200,
|
6 |
+
"global_step": 2000,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.03301419610432486,
|
13 |
+
"grad_norm": 117.47059631347656,
|
14 |
+
"learning_rate": 3.8e-07,
|
15 |
+
"loss": 10.9949,
|
16 |
+
"step": 25
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.06602839220864971,
|
20 |
+
"grad_norm": 102.7651138305664,
|
21 |
+
"learning_rate": 8.8e-07,
|
22 |
+
"loss": 9.4482,
|
23 |
+
"step": 50
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.09904258831297458,
|
27 |
+
"grad_norm": 64.81011199951172,
|
28 |
+
"learning_rate": 1.3800000000000001e-06,
|
29 |
+
"loss": 7.2641,
|
30 |
+
"step": 75
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.13205678441729943,
|
34 |
+
"grad_norm": 81.74808502197266,
|
35 |
+
"learning_rate": 1.8800000000000002e-06,
|
36 |
+
"loss": 5.5236,
|
37 |
+
"step": 100
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.1650709805216243,
|
41 |
+
"grad_norm": 93.43115234375,
|
42 |
+
"learning_rate": 2.38e-06,
|
43 |
+
"loss": 4.7369,
|
44 |
+
"step": 125
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.19808517662594916,
|
48 |
+
"grad_norm": 89.20719909667969,
|
49 |
+
"learning_rate": 2.88e-06,
|
50 |
+
"loss": 3.8232,
|
51 |
+
"step": 150
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.231099372730274,
|
55 |
+
"grad_norm": 64.15678405761719,
|
56 |
+
"learning_rate": 3.3800000000000007e-06,
|
57 |
+
"loss": 3.806,
|
58 |
+
"step": 175
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.26411356883459886,
|
62 |
+
"grad_norm": 64.91326904296875,
|
63 |
+
"learning_rate": 3.88e-06,
|
64 |
+
"loss": 3.1512,
|
65 |
+
"step": 200
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.26411356883459886,
|
69 |
+
"eval_loss": 0.8282185792922974,
|
70 |
+
"eval_runtime": 423.1335,
|
71 |
+
"eval_samples_per_second": 1.791,
|
72 |
+
"eval_steps_per_second": 0.896,
|
73 |
+
"eval_wer": 0.6533637400228051,
|
74 |
+
"step": 200
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.29712776493892373,
|
78 |
+
"grad_norm": 75.13513946533203,
|
79 |
+
"learning_rate": 4.38e-06,
|
80 |
+
"loss": 3.3773,
|
81 |
+
"step": 225
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 0.3301419610432486,
|
85 |
+
"grad_norm": 62.38654708862305,
|
86 |
+
"learning_rate": 4.880000000000001e-06,
|
87 |
+
"loss": 3.3841,
|
88 |
+
"step": 250
|
89 |
+
},
|
90 |
+
{
|
91 |
+
"epoch": 0.36315615714757343,
|
92 |
+
"grad_norm": 49.35546875,
|
93 |
+
"learning_rate": 5.380000000000001e-06,
|
94 |
+
"loss": 2.8367,
|
95 |
+
"step": 275
|
96 |
+
},
|
97 |
+
{
|
98 |
+
"epoch": 0.3961703532518983,
|
99 |
+
"grad_norm": 77.38804626464844,
|
100 |
+
"learning_rate": 5.8800000000000005e-06,
|
101 |
+
"loss": 2.9174,
|
102 |
+
"step": 300
|
103 |
+
},
|
104 |
+
{
|
105 |
+
"epoch": 0.4291845493562232,
|
106 |
+
"grad_norm": 78.50695037841797,
|
107 |
+
"learning_rate": 6.380000000000001e-06,
|
108 |
+
"loss": 2.6359,
|
109 |
+
"step": 325
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 0.462198745460548,
|
113 |
+
"grad_norm": 55.40019607543945,
|
114 |
+
"learning_rate": 6.88e-06,
|
115 |
+
"loss": 2.4471,
|
116 |
+
"step": 350
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 0.4952129415648729,
|
120 |
+
"grad_norm": 55.860809326171875,
|
121 |
+
"learning_rate": 7.3800000000000005e-06,
|
122 |
+
"loss": 2.6426,
|
123 |
+
"step": 375
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 0.5282271376691977,
|
127 |
+
"grad_norm": 51.24520492553711,
|
128 |
+
"learning_rate": 7.88e-06,
|
129 |
+
"loss": 2.4008,
|
130 |
+
"step": 400
|
131 |
+
},
|
132 |
+
{
|
133 |
+
"epoch": 0.5282271376691977,
|
134 |
+
"eval_loss": 0.6202582716941833,
|
135 |
+
"eval_runtime": 422.1868,
|
136 |
+
"eval_samples_per_second": 1.795,
|
137 |
+
"eval_steps_per_second": 0.898,
|
138 |
+
"eval_wer": 0.5096921322690992,
|
139 |
+
"step": 400
|
140 |
+
},
|
141 |
+
{
|
142 |
+
"epoch": 0.5612413337735226,
|
143 |
+
"grad_norm": 70.62708282470703,
|
144 |
+
"learning_rate": 8.380000000000001e-06,
|
145 |
+
"loss": 2.4166,
|
146 |
+
"step": 425
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 0.5942555298778475,
|
150 |
+
"grad_norm": 54.51411437988281,
|
151 |
+
"learning_rate": 8.880000000000001e-06,
|
152 |
+
"loss": 2.7424,
|
153 |
+
"step": 450
|
154 |
+
},
|
155 |
+
{
|
156 |
+
"epoch": 0.6272697259821723,
|
157 |
+
"grad_norm": 51.03986740112305,
|
158 |
+
"learning_rate": 9.38e-06,
|
159 |
+
"loss": 2.2441,
|
160 |
+
"step": 475
|
161 |
+
},
|
162 |
+
{
|
163 |
+
"epoch": 0.6602839220864972,
|
164 |
+
"grad_norm": 64.73434448242188,
|
165 |
+
"learning_rate": 9.88e-06,
|
166 |
+
"loss": 2.1702,
|
167 |
+
"step": 500
|
168 |
+
},
|
169 |
+
{
|
170 |
+
"epoch": 0.6932981181908221,
|
171 |
+
"grad_norm": 58.62995147705078,
|
172 |
+
"learning_rate": 9.957777777777779e-06,
|
173 |
+
"loss": 2.3904,
|
174 |
+
"step": 525
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 0.7263123142951469,
|
178 |
+
"grad_norm": 61.52521514892578,
|
179 |
+
"learning_rate": 9.902222222222223e-06,
|
180 |
+
"loss": 2.2456,
|
181 |
+
"step": 550
|
182 |
+
},
|
183 |
+
{
|
184 |
+
"epoch": 0.7593265103994717,
|
185 |
+
"grad_norm": 45.40699768066406,
|
186 |
+
"learning_rate": 9.846666666666668e-06,
|
187 |
+
"loss": 2.3398,
|
188 |
+
"step": 575
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 0.7923407065037966,
|
192 |
+
"grad_norm": 52.031795501708984,
|
193 |
+
"learning_rate": 9.791111111111112e-06,
|
194 |
+
"loss": 2.2459,
|
195 |
+
"step": 600
|
196 |
+
},
|
197 |
+
{
|
198 |
+
"epoch": 0.7923407065037966,
|
199 |
+
"eval_loss": 0.5506373643875122,
|
200 |
+
"eval_runtime": 424.3675,
|
201 |
+
"eval_samples_per_second": 1.786,
|
202 |
+
"eval_steps_per_second": 0.893,
|
203 |
+
"eval_wer": 0.4643671607753706,
|
204 |
+
"step": 600
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 0.8253549026081215,
|
208 |
+
"grad_norm": 51.51828384399414,
|
209 |
+
"learning_rate": 9.735555555555556e-06,
|
210 |
+
"loss": 2.1322,
|
211 |
+
"step": 625
|
212 |
+
},
|
213 |
+
{
|
214 |
+
"epoch": 0.8583690987124464,
|
215 |
+
"grad_norm": 47.97977066040039,
|
216 |
+
"learning_rate": 9.68e-06,
|
217 |
+
"loss": 2.3046,
|
218 |
+
"step": 650
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 0.8913832948167713,
|
222 |
+
"grad_norm": 47.63246154785156,
|
223 |
+
"learning_rate": 9.624444444444445e-06,
|
224 |
+
"loss": 2.0285,
|
225 |
+
"step": 675
|
226 |
+
},
|
227 |
+
{
|
228 |
+
"epoch": 0.924397490921096,
|
229 |
+
"grad_norm": 36.78068161010742,
|
230 |
+
"learning_rate": 9.56888888888889e-06,
|
231 |
+
"loss": 1.9158,
|
232 |
+
"step": 700
|
233 |
+
},
|
234 |
+
{
|
235 |
+
"epoch": 0.9574116870254209,
|
236 |
+
"grad_norm": 57.10271453857422,
|
237 |
+
"learning_rate": 9.513333333333334e-06,
|
238 |
+
"loss": 2.034,
|
239 |
+
"step": 725
|
240 |
+
},
|
241 |
+
{
|
242 |
+
"epoch": 0.9904258831297458,
|
243 |
+
"grad_norm": 35.37094497680664,
|
244 |
+
"learning_rate": 9.457777777777778e-06,
|
245 |
+
"loss": 1.92,
|
246 |
+
"step": 750
|
247 |
+
},
|
248 |
+
{
|
249 |
+
"epoch": 1.0224496533509408,
|
250 |
+
"grad_norm": 59.17182159423828,
|
251 |
+
"learning_rate": 9.402222222222222e-06,
|
252 |
+
"loss": 1.5202,
|
253 |
+
"step": 775
|
254 |
+
},
|
255 |
+
{
|
256 |
+
"epoch": 1.0554638494552657,
|
257 |
+
"grad_norm": 48.809059143066406,
|
258 |
+
"learning_rate": 9.346666666666666e-06,
|
259 |
+
"loss": 1.3319,
|
260 |
+
"step": 800
|
261 |
+
},
|
262 |
+
{
|
263 |
+
"epoch": 1.0554638494552657,
|
264 |
+
"eval_loss": 0.5028851628303528,
|
265 |
+
"eval_runtime": 423.0433,
|
266 |
+
"eval_samples_per_second": 1.792,
|
267 |
+
"eval_steps_per_second": 0.896,
|
268 |
+
"eval_wer": 0.4016533637400228,
|
269 |
+
"step": 800
|
270 |
+
},
|
271 |
+
{
|
272 |
+
"epoch": 1.0884780455595906,
|
273 |
+
"grad_norm": 59.115562438964844,
|
274 |
+
"learning_rate": 9.291111111111112e-06,
|
275 |
+
"loss": 1.2718,
|
276 |
+
"step": 825
|
277 |
+
},
|
278 |
+
{
|
279 |
+
"epoch": 1.1214922416639155,
|
280 |
+
"grad_norm": 22.62116050720215,
|
281 |
+
"learning_rate": 9.235555555555556e-06,
|
282 |
+
"loss": 1.4598,
|
283 |
+
"step": 850
|
284 |
+
},
|
285 |
+
{
|
286 |
+
"epoch": 1.1545064377682404,
|
287 |
+
"grad_norm": 37.58869934082031,
|
288 |
+
"learning_rate": 9.180000000000002e-06,
|
289 |
+
"loss": 1.33,
|
290 |
+
"step": 875
|
291 |
+
},
|
292 |
+
{
|
293 |
+
"epoch": 1.1875206338725652,
|
294 |
+
"grad_norm": 41.18476867675781,
|
295 |
+
"learning_rate": 9.124444444444444e-06,
|
296 |
+
"loss": 1.4802,
|
297 |
+
"step": 900
|
298 |
+
},
|
299 |
+
{
|
300 |
+
"epoch": 1.2205348299768901,
|
301 |
+
"grad_norm": 34.091915130615234,
|
302 |
+
"learning_rate": 9.06888888888889e-06,
|
303 |
+
"loss": 1.325,
|
304 |
+
"step": 925
|
305 |
+
},
|
306 |
+
{
|
307 |
+
"epoch": 1.253549026081215,
|
308 |
+
"grad_norm": 43.94548416137695,
|
309 |
+
"learning_rate": 9.013333333333334e-06,
|
310 |
+
"loss": 1.3758,
|
311 |
+
"step": 950
|
312 |
+
},
|
313 |
+
{
|
314 |
+
"epoch": 1.2865632221855399,
|
315 |
+
"grad_norm": 50.9454231262207,
|
316 |
+
"learning_rate": 8.957777777777778e-06,
|
317 |
+
"loss": 1.4197,
|
318 |
+
"step": 975
|
319 |
+
},
|
320 |
+
{
|
321 |
+
"epoch": 1.3195774182898647,
|
322 |
+
"grad_norm": 39.400634765625,
|
323 |
+
"learning_rate": 8.902222222222224e-06,
|
324 |
+
"loss": 1.5588,
|
325 |
+
"step": 1000
|
326 |
+
},
|
327 |
+
{
|
328 |
+
"epoch": 1.3195774182898647,
|
329 |
+
"eval_loss": 0.4675042927265167,
|
330 |
+
"eval_runtime": 426.8283,
|
331 |
+
"eval_samples_per_second": 1.776,
|
332 |
+
"eval_steps_per_second": 0.888,
|
333 |
+
"eval_wer": 0.3896807297605473,
|
334 |
+
"step": 1000
|
335 |
+
},
|
336 |
+
{
|
337 |
+
"epoch": 1.3525916143941896,
|
338 |
+
"grad_norm": 64.05392456054688,
|
339 |
+
"learning_rate": 8.846666666666668e-06,
|
340 |
+
"loss": 1.4914,
|
341 |
+
"step": 1025
|
342 |
+
},
|
343 |
+
{
|
344 |
+
"epoch": 1.3856058104985143,
|
345 |
+
"grad_norm": 38.36800765991211,
|
346 |
+
"learning_rate": 8.791111111111112e-06,
|
347 |
+
"loss": 1.3193,
|
348 |
+
"step": 1050
|
349 |
+
},
|
350 |
+
{
|
351 |
+
"epoch": 1.4186200066028392,
|
352 |
+
"grad_norm": 56.90019226074219,
|
353 |
+
"learning_rate": 8.735555555555556e-06,
|
354 |
+
"loss": 1.3192,
|
355 |
+
"step": 1075
|
356 |
+
},
|
357 |
+
{
|
358 |
+
"epoch": 1.451634202707164,
|
359 |
+
"grad_norm": 41.730682373046875,
|
360 |
+
"learning_rate": 8.68e-06,
|
361 |
+
"loss": 1.4852,
|
362 |
+
"step": 1100
|
363 |
+
},
|
364 |
+
{
|
365 |
+
"epoch": 1.484648398811489,
|
366 |
+
"grad_norm": 37.495849609375,
|
367 |
+
"learning_rate": 8.624444444444446e-06,
|
368 |
+
"loss": 1.244,
|
369 |
+
"step": 1125
|
370 |
+
},
|
371 |
+
{
|
372 |
+
"epoch": 1.5176625949158138,
|
373 |
+
"grad_norm": 34.61660385131836,
|
374 |
+
"learning_rate": 8.56888888888889e-06,
|
375 |
+
"loss": 1.3055,
|
376 |
+
"step": 1150
|
377 |
+
},
|
378 |
+
{
|
379 |
+
"epoch": 1.5506767910201387,
|
380 |
+
"grad_norm": 32.87508773803711,
|
381 |
+
"learning_rate": 8.513333333333335e-06,
|
382 |
+
"loss": 1.4434,
|
383 |
+
"step": 1175
|
384 |
+
},
|
385 |
+
{
|
386 |
+
"epoch": 1.5836909871244635,
|
387 |
+
"grad_norm": 43.57270812988281,
|
388 |
+
"learning_rate": 8.457777777777778e-06,
|
389 |
+
"loss": 1.2908,
|
390 |
+
"step": 1200
|
391 |
+
},
|
392 |
+
{
|
393 |
+
"epoch": 1.5836909871244635,
|
394 |
+
"eval_loss": 0.45341047644615173,
|
395 |
+
"eval_runtime": 422.1999,
|
396 |
+
"eval_samples_per_second": 1.795,
|
397 |
+
"eval_steps_per_second": 0.898,
|
398 |
+
"eval_wer": 0.3727194982896237,
|
399 |
+
"step": 1200
|
400 |
+
},
|
401 |
+
{
|
402 |
+
"epoch": 1.6167051832287884,
|
403 |
+
"grad_norm": 46.83863830566406,
|
404 |
+
"learning_rate": 8.402222222222223e-06,
|
405 |
+
"loss": 1.3848,
|
406 |
+
"step": 1225
|
407 |
+
},
|
408 |
+
{
|
409 |
+
"epoch": 1.649719379333113,
|
410 |
+
"grad_norm": 46.93707275390625,
|
411 |
+
"learning_rate": 8.346666666666668e-06,
|
412 |
+
"loss": 1.2536,
|
413 |
+
"step": 1250
|
414 |
+
},
|
415 |
+
{
|
416 |
+
"epoch": 1.682733575437438,
|
417 |
+
"grad_norm": 44.47553253173828,
|
418 |
+
"learning_rate": 8.291111111111112e-06,
|
419 |
+
"loss": 1.3358,
|
420 |
+
"step": 1275
|
421 |
+
},
|
422 |
+
{
|
423 |
+
"epoch": 1.7157477715417628,
|
424 |
+
"grad_norm": 35.15113830566406,
|
425 |
+
"learning_rate": 8.235555555555557e-06,
|
426 |
+
"loss": 1.1214,
|
427 |
+
"step": 1300
|
428 |
+
},
|
429 |
+
{
|
430 |
+
"epoch": 1.7487619676460877,
|
431 |
+
"grad_norm": 27.538331985473633,
|
432 |
+
"learning_rate": 8.18e-06,
|
433 |
+
"loss": 1.097,
|
434 |
+
"step": 1325
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 1.7817761637504126,
|
438 |
+
"grad_norm": 35.05278015136719,
|
439 |
+
"learning_rate": 8.124444444444445e-06,
|
440 |
+
"loss": 1.1746,
|
441 |
+
"step": 1350
|
442 |
+
},
|
443 |
+
{
|
444 |
+
"epoch": 1.8147903598547375,
|
445 |
+
"grad_norm": 50.673095703125,
|
446 |
+
"learning_rate": 8.06888888888889e-06,
|
447 |
+
"loss": 1.397,
|
448 |
+
"step": 1375
|
449 |
+
},
|
450 |
+
{
|
451 |
+
"epoch": 1.8478045559590623,
|
452 |
+
"grad_norm": 38.40850067138672,
|
453 |
+
"learning_rate": 8.013333333333333e-06,
|
454 |
+
"loss": 1.4258,
|
455 |
+
"step": 1400
|
456 |
+
},
|
457 |
+
{
|
458 |
+
"epoch": 1.8478045559590623,
|
459 |
+
"eval_loss": 0.4354272186756134,
|
460 |
+
"eval_runtime": 431.6561,
|
461 |
+
"eval_samples_per_second": 1.756,
|
462 |
+
"eval_steps_per_second": 0.878,
|
463 |
+
"eval_wer": 0.38982326111744586,
|
464 |
+
"step": 1400
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 1.8808187520633872,
|
468 |
+
"grad_norm": 27.05866050720215,
|
469 |
+
"learning_rate": 7.957777777777779e-06,
|
470 |
+
"loss": 1.4042,
|
471 |
+
"step": 1425
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 1.913832948167712,
|
475 |
+
"grad_norm": 36.17206573486328,
|
476 |
+
"learning_rate": 7.902222222222223e-06,
|
477 |
+
"loss": 1.0702,
|
478 |
+
"step": 1450
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 1.946847144272037,
|
482 |
+
"grad_norm": 40.80569076538086,
|
483 |
+
"learning_rate": 7.846666666666667e-06,
|
484 |
+
"loss": 1.2552,
|
485 |
+
"step": 1475
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 1.9798613403763619,
|
489 |
+
"grad_norm": 34.74424362182617,
|
490 |
+
"learning_rate": 7.791111111111111e-06,
|
491 |
+
"loss": 1.349,
|
492 |
+
"step": 1500
|
493 |
+
},
|
494 |
+
{
|
495 |
+
"epoch": 2.011885110597557,
|
496 |
+
"grad_norm": 18.330013275146484,
|
497 |
+
"learning_rate": 7.735555555555557e-06,
|
498 |
+
"loss": 1.0107,
|
499 |
+
"step": 1525
|
500 |
+
},
|
501 |
+
{
|
502 |
+
"epoch": 2.0448993067018817,
|
503 |
+
"grad_norm": 20.316329956054688,
|
504 |
+
"learning_rate": 7.680000000000001e-06,
|
505 |
+
"loss": 0.6744,
|
506 |
+
"step": 1550
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 2.0779135028062066,
|
510 |
+
"grad_norm": 56.3316764831543,
|
511 |
+
"learning_rate": 7.624444444444445e-06,
|
512 |
+
"loss": 0.6948,
|
513 |
+
"step": 1575
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 2.1109276989105314,
|
517 |
+
"grad_norm": 28.286052703857422,
|
518 |
+
"learning_rate": 7.56888888888889e-06,
|
519 |
+
"loss": 0.6383,
|
520 |
+
"step": 1600
|
521 |
+
},
|
522 |
+
{
|
523 |
+
"epoch": 2.1109276989105314,
|
524 |
+
"eval_loss": 0.44802892208099365,
|
525 |
+
"eval_runtime": 429.0328,
|
526 |
+
"eval_samples_per_second": 1.767,
|
527 |
+
"eval_steps_per_second": 0.883,
|
528 |
+
"eval_wer": 0.3600342075256556,
|
529 |
+
"step": 1600
|
530 |
+
},
|
531 |
+
{
|
532 |
+
"epoch": 2.1439418950148563,
|
533 |
+
"grad_norm": 33.71493148803711,
|
534 |
+
"learning_rate": 7.513333333333334e-06,
|
535 |
+
"loss": 0.5558,
|
536 |
+
"step": 1625
|
537 |
+
},
|
538 |
+
{
|
539 |
+
"epoch": 2.176956091119181,
|
540 |
+
"grad_norm": 29.385910034179688,
|
541 |
+
"learning_rate": 7.457777777777778e-06,
|
542 |
+
"loss": 0.6777,
|
543 |
+
"step": 1650
|
544 |
+
},
|
545 |
+
{
|
546 |
+
"epoch": 2.209970287223506,
|
547 |
+
"grad_norm": 20.755077362060547,
|
548 |
+
"learning_rate": 7.402222222222223e-06,
|
549 |
+
"loss": 0.6332,
|
550 |
+
"step": 1675
|
551 |
+
},
|
552 |
+
{
|
553 |
+
"epoch": 2.242984483327831,
|
554 |
+
"grad_norm": 37.17219543457031,
|
555 |
+
"learning_rate": 7.346666666666668e-06,
|
556 |
+
"loss": 0.6242,
|
557 |
+
"step": 1700
|
558 |
+
},
|
559 |
+
{
|
560 |
+
"epoch": 2.275998679432156,
|
561 |
+
"grad_norm": 37.963409423828125,
|
562 |
+
"learning_rate": 7.291111111111112e-06,
|
563 |
+
"loss": 0.7322,
|
564 |
+
"step": 1725
|
565 |
+
},
|
566 |
+
{
|
567 |
+
"epoch": 2.3090128755364807,
|
568 |
+
"grad_norm": 25.863115310668945,
|
569 |
+
"learning_rate": 7.235555555555556e-06,
|
570 |
+
"loss": 0.697,
|
571 |
+
"step": 1750
|
572 |
+
},
|
573 |
+
{
|
574 |
+
"epoch": 2.3420270716408056,
|
575 |
+
"grad_norm": 25.60062026977539,
|
576 |
+
"learning_rate": 7.180000000000001e-06,
|
577 |
+
"loss": 0.6266,
|
578 |
+
"step": 1775
|
579 |
+
},
|
580 |
+
{
|
581 |
+
"epoch": 2.3750412677451305,
|
582 |
+
"grad_norm": 20.695463180541992,
|
583 |
+
"learning_rate": 7.124444444444445e-06,
|
584 |
+
"loss": 0.6079,
|
585 |
+
"step": 1800
|
586 |
+
},
|
587 |
+
{
|
588 |
+
"epoch": 2.3750412677451305,
|
589 |
+
"eval_loss": 0.4444292187690735,
|
590 |
+
"eval_runtime": 421.917,
|
591 |
+
"eval_samples_per_second": 1.797,
|
592 |
+
"eval_steps_per_second": 0.898,
|
593 |
+
"eval_wer": 0.3482041049030787,
|
594 |
+
"step": 1800
|
595 |
+
},
|
596 |
+
{
|
597 |
+
"epoch": 2.4080554638494553,
|
598 |
+
"grad_norm": 26.363622665405273,
|
599 |
+
"learning_rate": 7.06888888888889e-06,
|
600 |
+
"loss": 0.663,
|
601 |
+
"step": 1825
|
602 |
+
},
|
603 |
+
{
|
604 |
+
"epoch": 2.4410696599537802,
|
605 |
+
"grad_norm": 31.212791442871094,
|
606 |
+
"learning_rate": 7.0133333333333345e-06,
|
607 |
+
"loss": 0.655,
|
608 |
+
"step": 1850
|
609 |
+
},
|
610 |
+
{
|
611 |
+
"epoch": 2.474083856058105,
|
612 |
+
"grad_norm": 39.38019561767578,
|
613 |
+
"learning_rate": 6.9577777777777785e-06,
|
614 |
+
"loss": 0.7364,
|
615 |
+
"step": 1875
|
616 |
+
},
|
617 |
+
{
|
618 |
+
"epoch": 2.50709805216243,
|
619 |
+
"grad_norm": 26.713680267333984,
|
620 |
+
"learning_rate": 6.902222222222223e-06,
|
621 |
+
"loss": 0.647,
|
622 |
+
"step": 1900
|
623 |
+
},
|
624 |
+
{
|
625 |
+
"epoch": 2.540112248266755,
|
626 |
+
"grad_norm": 24.708005905151367,
|
627 |
+
"learning_rate": 6.846666666666667e-06,
|
628 |
+
"loss": 0.6818,
|
629 |
+
"step": 1925
|
630 |
+
},
|
631 |
+
{
|
632 |
+
"epoch": 2.5731264443710797,
|
633 |
+
"grad_norm": 22.732967376708984,
|
634 |
+
"learning_rate": 6.7911111111111115e-06,
|
635 |
+
"loss": 0.6711,
|
636 |
+
"step": 1950
|
637 |
+
},
|
638 |
+
{
|
639 |
+
"epoch": 2.606140640475404,
|
640 |
+
"grad_norm": 23.73015022277832,
|
641 |
+
"learning_rate": 6.735555555555556e-06,
|
642 |
+
"loss": 0.6492,
|
643 |
+
"step": 1975
|
644 |
+
},
|
645 |
+
{
|
646 |
+
"epoch": 2.6391548365797295,
|
647 |
+
"grad_norm": 30.428665161132812,
|
648 |
+
"learning_rate": 6.680000000000001e-06,
|
649 |
+
"loss": 0.5709,
|
650 |
+
"step": 2000
|
651 |
+
},
|
652 |
+
{
|
653 |
+
"epoch": 2.6391548365797295,
|
654 |
+
"eval_loss": 0.4367344081401825,
|
655 |
+
"eval_runtime": 423.1943,
|
656 |
+
"eval_samples_per_second": 1.791,
|
657 |
+
"eval_steps_per_second": 0.896,
|
658 |
+
"eval_wer": 0.3405074116305587,
|
659 |
+
"step": 2000
|
660 |
+
},
|
661 |
+
{
|
662 |
+
"epoch": 2.6391548365797295,
|
663 |
+
"step": 2000,
|
664 |
+
"total_flos": 1.631539005161472e+19,
|
665 |
+
"train_loss": 1.9525959782600404,
|
666 |
+
"train_runtime": 8300.7195,
|
667 |
+
"train_samples_per_second": 4.819,
|
668 |
+
"train_steps_per_second": 0.602
|
669 |
+
}
|
670 |
+
],
|
671 |
+
"logging_steps": 25,
|
672 |
+
"max_steps": 5000,
|
673 |
+
"num_input_tokens_seen": 0,
|
674 |
+
"num_train_epochs": 7,
|
675 |
+
"save_steps": 200,
|
676 |
+
"stateful_callbacks": {
|
677 |
+
"EarlyStoppingCallback": {
|
678 |
+
"args": {
|
679 |
+
"early_stopping_patience": 3,
|
680 |
+
"early_stopping_threshold": 0.0
|
681 |
+
},
|
682 |
+
"attributes": {
|
683 |
+
"early_stopping_patience_counter": 3
|
684 |
+
}
|
685 |
+
},
|
686 |
+
"TrainerControl": {
|
687 |
+
"args": {
|
688 |
+
"should_epoch_stop": false,
|
689 |
+
"should_evaluate": false,
|
690 |
+
"should_log": false,
|
691 |
+
"should_save": true,
|
692 |
+
"should_training_stop": true
|
693 |
+
},
|
694 |
+
"attributes": {}
|
695 |
+
}
|
696 |
+
},
|
697 |
+
"total_flos": 1.631539005161472e+19,
|
698 |
+
"train_batch_size": 2,
|
699 |
+
"trial_name": null,
|
700 |
+
"trial_params": null
|
701 |
+
}
|