Training in progress, epoch 4
Browse files- logs/events.out.tfevents.1709712823.a2333cf40ebd.21010.53 +3 -0
- model.safetensors +1 -1
- run-0/checkpoint-192/model.safetensors +1 -1
- run-0/checkpoint-192/optimizer.pt +1 -1
- run-0/checkpoint-192/scheduler.pt +1 -1
- run-0/checkpoint-192/tokenizer.json +1 -1
- run-0/checkpoint-192/trainer_state.json +27 -27
- run-0/checkpoint-192/training_args.bin +1 -1
- run-0/checkpoint-384/model.safetensors +1 -1
- run-0/checkpoint-384/optimizer.pt +1 -1
- run-0/checkpoint-384/scheduler.pt +1 -1
- run-0/checkpoint-384/tokenizer.json +1 -1
- run-0/checkpoint-384/trainer_state.json +51 -51
- run-0/checkpoint-384/training_args.bin +1 -1
- training_args.bin +1 -1
logs/events.out.tfevents.1709712823.a2333cf40ebd.21010.53
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0d953dd5693ad21811d1fd196355dd096862dc8c5967e02a2ec9339794caa6d0
|
3 |
+
size 7364
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 17549312
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7a5cced5d1408a3231d9adec89e92636cb688ecf5bcd1f99c9679e57f7106218
|
3 |
size 17549312
|
run-0/checkpoint-192/model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 17549312
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e8866e4d6c1015be008c4b6e31b26cd77f7e7ebe9f1ff486a3715bbdf96b3fb5
|
3 |
size 17549312
|
run-0/checkpoint-192/optimizer.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 35122746
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6d80f7532747c0db7352fe4cff783b23f284706c5544e11e300ee7bb139bafc9
|
3 |
size 35122746
|
run-0/checkpoint-192/scheduler.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1064
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:911745f0e5474343f42a33d0a58e92d24ad5d65d3db76f347f1d80c1338d3ba2
|
3 |
size 1064
|
run-0/checkpoint-192/tokenizer.json
CHANGED
@@ -2,7 +2,7 @@
|
|
2 |
"version": "1.0",
|
3 |
"truncation": {
|
4 |
"direction": "Right",
|
5 |
-
"max_length":
|
6 |
"strategy": "LongestFirst",
|
7 |
"stride": 0
|
8 |
},
|
|
|
2 |
"version": "1.0",
|
3 |
"truncation": {
|
4 |
"direction": "Right",
|
5 |
+
"max_length": 29,
|
6 |
"strategy": "LongestFirst",
|
7 |
"stride": 0
|
8 |
},
|
run-0/checkpoint-192/trainer_state.json
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-192",
|
4 |
"epoch": 2.0,
|
5 |
"eval_steps": 500,
|
@@ -10,40 +10,40 @@
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
-
"grad_norm":
|
14 |
-
"learning_rate":
|
15 |
-
"loss": 0.
|
16 |
"step": 96
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
-
"eval_accuracy": 0.
|
21 |
-
"eval_f1": 0.
|
22 |
-
"eval_loss": 0.
|
23 |
-
"eval_precision": 0.
|
24 |
-
"eval_recall": 0.
|
25 |
-
"eval_runtime":
|
26 |
-
"eval_samples_per_second":
|
27 |
-
"eval_steps_per_second": 1.
|
28 |
"step": 96
|
29 |
},
|
30 |
{
|
31 |
"epoch": 2.0,
|
32 |
-
"grad_norm":
|
33 |
-
"learning_rate":
|
34 |
-
"loss": 0.
|
35 |
"step": 192
|
36 |
},
|
37 |
{
|
38 |
"epoch": 2.0,
|
39 |
-
"eval_accuracy": 0.
|
40 |
-
"eval_f1": 0.
|
41 |
-
"eval_loss": 0.
|
42 |
-
"eval_precision": 0.
|
43 |
-
"eval_recall": 0.
|
44 |
-
"eval_runtime":
|
45 |
-
"eval_samples_per_second":
|
46 |
-
"eval_steps_per_second": 1.
|
47 |
"step": 192
|
48 |
}
|
49 |
],
|
@@ -52,13 +52,13 @@
|
|
52 |
"num_input_tokens_seen": 0,
|
53 |
"num_train_epochs": 10,
|
54 |
"save_steps": 500,
|
55 |
-
"total_flos":
|
56 |
"train_batch_size": 32,
|
57 |
"trial_name": null,
|
58 |
"trial_params": {
|
59 |
-
"alpha": 0.
|
60 |
-
"learning_rate":
|
61 |
"num_train_epochs": 10,
|
62 |
-
"temperature":
|
63 |
}
|
64 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.5136986301369864,
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-192",
|
4 |
"epoch": 2.0,
|
5 |
"eval_steps": 500,
|
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
+
"grad_norm": 0.8228768110275269,
|
14 |
+
"learning_rate": 1.922542063523116e-05,
|
15 |
+
"loss": 0.7149,
|
16 |
"step": 96
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5,
|
21 |
+
"eval_f1": 0.007766990291262136,
|
22 |
+
"eval_loss": 0.7131175398826599,
|
23 |
+
"eval_precision": 0.5,
|
24 |
+
"eval_recall": 0.003913894324853229,
|
25 |
+
"eval_runtime": 26.5316,
|
26 |
+
"eval_samples_per_second": 38.52,
|
27 |
+
"eval_steps_per_second": 1.206,
|
28 |
"step": 96
|
29 |
},
|
30 |
{
|
31 |
"epoch": 2.0,
|
32 |
+
"grad_norm": 2.1306586265563965,
|
33 |
+
"learning_rate": 1.7089262786872146e-05,
|
34 |
+
"loss": 0.7062,
|
35 |
"step": 192
|
36 |
},
|
37 |
{
|
38 |
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.5136986301369864,
|
40 |
+
"eval_f1": 0.08133086876155268,
|
41 |
+
"eval_loss": 0.7069234848022461,
|
42 |
+
"eval_precision": 0.7333333333333333,
|
43 |
+
"eval_recall": 0.043052837573385516,
|
44 |
+
"eval_runtime": 26.8847,
|
45 |
+
"eval_samples_per_second": 38.014,
|
46 |
+
"eval_steps_per_second": 1.19,
|
47 |
"step": 192
|
48 |
}
|
49 |
],
|
|
|
52 |
"num_input_tokens_seen": 0,
|
53 |
"num_train_epochs": 10,
|
54 |
"save_steps": 500,
|
55 |
+
"total_flos": 440978111040.0,
|
56 |
"train_batch_size": 32,
|
57 |
"trial_name": null,
|
58 |
"trial_params": {
|
59 |
+
"alpha": 0.8789746577248793,
|
60 |
+
"learning_rate": 2.136157848359018e-05,
|
61 |
"num_train_epochs": 10,
|
62 |
+
"temperature": 14
|
63 |
}
|
64 |
}
|
run-0/checkpoint-192/training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4920
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bf1d86d1ef9c5f73f9fb51b0ea325423f470c0f4f628eb656cb6d38e041dfed8
|
3 |
size 4920
|
run-0/checkpoint-384/model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 17549312
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7a5cced5d1408a3231d9adec89e92636cb688ecf5bcd1f99c9679e57f7106218
|
3 |
size 17549312
|
run-0/checkpoint-384/optimizer.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 35122746
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c0e3db2ea3c5d266e5b6785e41f67a9da15b4493f25e13329b02022502d9e2e7
|
3 |
size 35122746
|
run-0/checkpoint-384/scheduler.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1064
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a2efd5220d80201e72fefaf32ad5da346b0aa9bc0a3be9b0c7b351c23430409f
|
3 |
size 1064
|
run-0/checkpoint-384/tokenizer.json
CHANGED
@@ -2,7 +2,7 @@
|
|
2 |
"version": "1.0",
|
3 |
"truncation": {
|
4 |
"direction": "Right",
|
5 |
-
"max_length":
|
6 |
"strategy": "LongestFirst",
|
7 |
"stride": 0
|
8 |
},
|
|
|
2 |
"version": "1.0",
|
3 |
"truncation": {
|
4 |
"direction": "Right",
|
5 |
+
"max_length": 29,
|
6 |
"strategy": "LongestFirst",
|
7 |
"stride": 0
|
8 |
},
|
run-0/checkpoint-384/trainer_state.json
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-384",
|
4 |
"epoch": 4.0,
|
5 |
"eval_steps": 500,
|
@@ -10,93 +10,93 @@
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
-
"grad_norm": 0.
|
14 |
-
"learning_rate":
|
15 |
-
"loss": 0.
|
16 |
"step": 96
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
"eval_accuracy": 0.5,
|
21 |
-
"eval_f1": 0.
|
22 |
-
"eval_loss": 0.
|
23 |
-
"eval_precision": 0.
|
24 |
-
"eval_recall": 0.
|
25 |
-
"eval_runtime":
|
26 |
-
"eval_samples_per_second":
|
27 |
-
"eval_steps_per_second": 1.
|
28 |
"step": 96
|
29 |
},
|
30 |
{
|
31 |
"epoch": 2.0,
|
32 |
-
"grad_norm":
|
33 |
-
"learning_rate": 1.
|
34 |
-
"loss": 0.
|
35 |
"step": 192
|
36 |
},
|
37 |
{
|
38 |
"epoch": 2.0,
|
39 |
-
"eval_accuracy": 0.
|
40 |
-
"eval_f1": 0.
|
41 |
-
"eval_loss": 0.
|
42 |
-
"eval_precision": 0.
|
43 |
-
"eval_recall": 0.
|
44 |
-
"eval_runtime":
|
45 |
-
"eval_samples_per_second":
|
46 |
-
"eval_steps_per_second": 1.
|
47 |
"step": 192
|
48 |
},
|
49 |
{
|
50 |
"epoch": 3.0,
|
51 |
-
"grad_norm": 1.
|
52 |
-
"learning_rate":
|
53 |
-
"loss": 0.
|
54 |
"step": 288
|
55 |
},
|
56 |
{
|
57 |
"epoch": 3.0,
|
58 |
-
"eval_accuracy": 0.
|
59 |
-
"eval_f1": 0.
|
60 |
-
"eval_loss": 0.
|
61 |
-
"eval_precision": 0.
|
62 |
-
"eval_recall": 0.
|
63 |
-
"eval_runtime":
|
64 |
-
"eval_samples_per_second":
|
65 |
-
"eval_steps_per_second": 1.
|
66 |
"step": 288
|
67 |
},
|
68 |
{
|
69 |
"epoch": 4.0,
|
70 |
-
"grad_norm":
|
71 |
-
"learning_rate":
|
72 |
-
"loss": 0.
|
73 |
"step": 384
|
74 |
},
|
75 |
{
|
76 |
"epoch": 4.0,
|
77 |
-
"eval_accuracy": 0.
|
78 |
-
"eval_f1": 0.
|
79 |
-
"eval_loss": 0.
|
80 |
-
"eval_precision": 0.
|
81 |
-
"eval_recall": 0.
|
82 |
-
"eval_runtime":
|
83 |
-
"eval_samples_per_second":
|
84 |
-
"eval_steps_per_second": 1.
|
85 |
"step": 384
|
86 |
}
|
87 |
],
|
88 |
"logging_steps": 500,
|
89 |
-
"max_steps":
|
90 |
"num_input_tokens_seen": 0,
|
91 |
-
"num_train_epochs":
|
92 |
"save_steps": 500,
|
93 |
-
"total_flos":
|
94 |
"train_batch_size": 32,
|
95 |
"trial_name": null,
|
96 |
"trial_params": {
|
97 |
-
"alpha": 0.
|
98 |
-
"learning_rate":
|
99 |
-
"num_train_epochs":
|
100 |
-
"temperature":
|
101 |
}
|
102 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.5606653620352251,
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-384",
|
4 |
"epoch": 4.0,
|
5 |
"eval_steps": 500,
|
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
+
"grad_norm": 0.8228768110275269,
|
14 |
+
"learning_rate": 1.922542063523116e-05,
|
15 |
+
"loss": 0.7149,
|
16 |
"step": 96
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
"eval_accuracy": 0.5,
|
21 |
+
"eval_f1": 0.007766990291262136,
|
22 |
+
"eval_loss": 0.7131175398826599,
|
23 |
+
"eval_precision": 0.5,
|
24 |
+
"eval_recall": 0.003913894324853229,
|
25 |
+
"eval_runtime": 26.5316,
|
26 |
+
"eval_samples_per_second": 38.52,
|
27 |
+
"eval_steps_per_second": 1.206,
|
28 |
"step": 96
|
29 |
},
|
30 |
{
|
31 |
"epoch": 2.0,
|
32 |
+
"grad_norm": 2.1306586265563965,
|
33 |
+
"learning_rate": 1.7089262786872146e-05,
|
34 |
+
"loss": 0.7062,
|
35 |
"step": 192
|
36 |
},
|
37 |
{
|
38 |
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.5136986301369864,
|
40 |
+
"eval_f1": 0.08133086876155268,
|
41 |
+
"eval_loss": 0.7069234848022461,
|
42 |
+
"eval_precision": 0.7333333333333333,
|
43 |
+
"eval_recall": 0.043052837573385516,
|
44 |
+
"eval_runtime": 26.8847,
|
45 |
+
"eval_samples_per_second": 38.014,
|
46 |
+
"eval_steps_per_second": 1.19,
|
47 |
"step": 192
|
48 |
},
|
49 |
{
|
50 |
"epoch": 3.0,
|
51 |
+
"grad_norm": 1.5551536083221436,
|
52 |
+
"learning_rate": 1.4953104938513126e-05,
|
53 |
+
"loss": 0.6972,
|
54 |
"step": 288
|
55 |
},
|
56 |
{
|
57 |
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.512720156555773,
|
59 |
+
"eval_f1": 0.08791208791208792,
|
60 |
+
"eval_loss": 0.6998902559280396,
|
61 |
+
"eval_precision": 0.6857142857142857,
|
62 |
+
"eval_recall": 0.046966731898238745,
|
63 |
+
"eval_runtime": 26.6683,
|
64 |
+
"eval_samples_per_second": 38.323,
|
65 |
+
"eval_steps_per_second": 1.2,
|
66 |
"step": 288
|
67 |
},
|
68 |
{
|
69 |
"epoch": 4.0,
|
70 |
+
"grad_norm": 2.080883741378784,
|
71 |
+
"learning_rate": 1.2816947090154107e-05,
|
72 |
+
"loss": 0.6854,
|
73 |
"step": 384
|
74 |
},
|
75 |
{
|
76 |
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.5606653620352251,
|
78 |
+
"eval_f1": 0.3145038167938931,
|
79 |
+
"eval_loss": 0.6807624697685242,
|
80 |
+
"eval_precision": 0.7152777777777778,
|
81 |
+
"eval_recall": 0.20156555772994128,
|
82 |
+
"eval_runtime": 26.6572,
|
83 |
+
"eval_samples_per_second": 38.339,
|
84 |
+
"eval_steps_per_second": 1.2,
|
85 |
"step": 384
|
86 |
}
|
87 |
],
|
88 |
"logging_steps": 500,
|
89 |
+
"max_steps": 960,
|
90 |
"num_input_tokens_seen": 0,
|
91 |
+
"num_train_epochs": 10,
|
92 |
"save_steps": 500,
|
93 |
+
"total_flos": 881956222080.0,
|
94 |
"train_batch_size": 32,
|
95 |
"trial_name": null,
|
96 |
"trial_params": {
|
97 |
+
"alpha": 0.8789746577248793,
|
98 |
+
"learning_rate": 2.136157848359018e-05,
|
99 |
+
"num_train_epochs": 10,
|
100 |
+
"temperature": 14
|
101 |
}
|
102 |
}
|
run-0/checkpoint-384/training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4920
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bf1d86d1ef9c5f73f9fb51b0ea325423f470c0f4f628eb656cb6d38e041dfed8
|
3 |
size 4920
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4920
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bf1d86d1ef9c5f73f9fb51b0ea325423f470c0f4f628eb656cb6d38e041dfed8
|
3 |
size 4920
|