End of training
Browse files- README.md +2 -1
- all_results.json +8 -0
- train_results.json +8 -0
- trainer_state.json +1610 -0
- training_loss.png +0 -0
README.md
CHANGED
@@ -4,6 +4,7 @@ license: apache-2.0
|
|
4 |
base_model: Qwen/Qwen2.5-7B-Instruct
|
5 |
tags:
|
6 |
- llama-factory
|
|
|
7 |
- generated_from_trainer
|
8 |
model-index:
|
9 |
- name: b2_code_difficulty_3k
|
@@ -15,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
15 |
|
16 |
# b2_code_difficulty_3k
|
17 |
|
18 |
-
This model is a fine-tuned version of [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct) on
|
19 |
|
20 |
## Model description
|
21 |
|
|
|
4 |
base_model: Qwen/Qwen2.5-7B-Instruct
|
5 |
tags:
|
6 |
- llama-factory
|
7 |
+
- full
|
8 |
- generated_from_trainer
|
9 |
model-index:
|
10 |
- name: b2_code_difficulty_3k
|
|
|
16 |
|
17 |
# b2_code_difficulty_3k
|
18 |
|
19 |
+
This model is a fine-tuned version of [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct) on the mlfoundations-dev/b2_code_difficulty_3k dataset.
|
20 |
|
21 |
## Model description
|
22 |
|
all_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 6.850632911392405,
|
3 |
+
"total_flos": 9.044784202163159e+17,
|
4 |
+
"train_loss": 0.5620472518993276,
|
5 |
+
"train_runtime": 27740.3413,
|
6 |
+
"train_samples_per_second": 0.797,
|
7 |
+
"train_steps_per_second": 0.008
|
8 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 6.850632911392405,
|
3 |
+
"total_flos": 9.044784202163159e+17,
|
4 |
+
"train_loss": 0.5620472518993276,
|
5 |
+
"train_runtime": 27740.3413,
|
6 |
+
"train_samples_per_second": 0.797,
|
7 |
+
"train_steps_per_second": 0.008
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,1610 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 6.850632911392405,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 224,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.030379746835443037,
|
13 |
+
"grad_norm": 6.501000455687972,
|
14 |
+
"learning_rate": 8.695652173913044e-07,
|
15 |
+
"loss": 1.0521,
|
16 |
+
"step": 1
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.060759493670886074,
|
20 |
+
"grad_norm": 6.484385212455431,
|
21 |
+
"learning_rate": 1.7391304347826088e-06,
|
22 |
+
"loss": 1.0571,
|
23 |
+
"step": 2
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.09113924050632911,
|
27 |
+
"grad_norm": 6.408649892871481,
|
28 |
+
"learning_rate": 2.6086956521739132e-06,
|
29 |
+
"loss": 1.0342,
|
30 |
+
"step": 3
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.12151898734177215,
|
34 |
+
"grad_norm": 5.88052109170282,
|
35 |
+
"learning_rate": 3.4782608695652175e-06,
|
36 |
+
"loss": 1.0347,
|
37 |
+
"step": 4
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.1518987341772152,
|
41 |
+
"grad_norm": 4.502214359216337,
|
42 |
+
"learning_rate": 4.347826086956522e-06,
|
43 |
+
"loss": 1.0217,
|
44 |
+
"step": 5
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.18227848101265823,
|
48 |
+
"grad_norm": 2.789121878343973,
|
49 |
+
"learning_rate": 5.2173913043478265e-06,
|
50 |
+
"loss": 0.9743,
|
51 |
+
"step": 6
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.21265822784810126,
|
55 |
+
"grad_norm": 2.557298006999504,
|
56 |
+
"learning_rate": 6.086956521739132e-06,
|
57 |
+
"loss": 0.9847,
|
58 |
+
"step": 7
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.2430379746835443,
|
62 |
+
"grad_norm": 3.981178817942266,
|
63 |
+
"learning_rate": 6.956521739130435e-06,
|
64 |
+
"loss": 0.9491,
|
65 |
+
"step": 8
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.27341772151898736,
|
69 |
+
"grad_norm": 4.15367499191185,
|
70 |
+
"learning_rate": 7.82608695652174e-06,
|
71 |
+
"loss": 0.9627,
|
72 |
+
"step": 9
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.3037974683544304,
|
76 |
+
"grad_norm": 3.5313190438605115,
|
77 |
+
"learning_rate": 8.695652173913044e-06,
|
78 |
+
"loss": 0.9224,
|
79 |
+
"step": 10
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.3341772151898734,
|
83 |
+
"grad_norm": 3.552332565126534,
|
84 |
+
"learning_rate": 9.565217391304349e-06,
|
85 |
+
"loss": 0.9052,
|
86 |
+
"step": 11
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.36455696202531646,
|
90 |
+
"grad_norm": 3.1018528775943945,
|
91 |
+
"learning_rate": 1.0434782608695653e-05,
|
92 |
+
"loss": 0.9194,
|
93 |
+
"step": 12
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.3949367088607595,
|
97 |
+
"grad_norm": 2.0474432235082527,
|
98 |
+
"learning_rate": 1.1304347826086957e-05,
|
99 |
+
"loss": 0.8652,
|
100 |
+
"step": 13
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.4253164556962025,
|
104 |
+
"grad_norm": 1.4829620695707282,
|
105 |
+
"learning_rate": 1.2173913043478263e-05,
|
106 |
+
"loss": 0.847,
|
107 |
+
"step": 14
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.45569620253164556,
|
111 |
+
"grad_norm": 1.5502176851165612,
|
112 |
+
"learning_rate": 1.3043478260869566e-05,
|
113 |
+
"loss": 0.8227,
|
114 |
+
"step": 15
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.4860759493670886,
|
118 |
+
"grad_norm": 1.334951682009131,
|
119 |
+
"learning_rate": 1.391304347826087e-05,
|
120 |
+
"loss": 0.8093,
|
121 |
+
"step": 16
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.5164556962025316,
|
125 |
+
"grad_norm": 1.1425996566061596,
|
126 |
+
"learning_rate": 1.4782608695652174e-05,
|
127 |
+
"loss": 0.8136,
|
128 |
+
"step": 17
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.5468354430379747,
|
132 |
+
"grad_norm": 1.1670042062904715,
|
133 |
+
"learning_rate": 1.565217391304348e-05,
|
134 |
+
"loss": 0.7936,
|
135 |
+
"step": 18
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.5772151898734177,
|
139 |
+
"grad_norm": 0.9524219606509365,
|
140 |
+
"learning_rate": 1.6521739130434785e-05,
|
141 |
+
"loss": 0.8208,
|
142 |
+
"step": 19
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.6075949367088608,
|
146 |
+
"grad_norm": 0.9628510215562278,
|
147 |
+
"learning_rate": 1.739130434782609e-05,
|
148 |
+
"loss": 0.8091,
|
149 |
+
"step": 20
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 0.6379746835443038,
|
153 |
+
"grad_norm": 1.0300494906014184,
|
154 |
+
"learning_rate": 1.8260869565217393e-05,
|
155 |
+
"loss": 0.74,
|
156 |
+
"step": 21
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 0.6683544303797468,
|
160 |
+
"grad_norm": 0.8718896284295455,
|
161 |
+
"learning_rate": 1.9130434782608697e-05,
|
162 |
+
"loss": 0.7502,
|
163 |
+
"step": 22
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 0.6987341772151898,
|
167 |
+
"grad_norm": 0.9830187012076026,
|
168 |
+
"learning_rate": 2e-05,
|
169 |
+
"loss": 0.7641,
|
170 |
+
"step": 23
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.7291139240506329,
|
174 |
+
"grad_norm": 0.908210984910497,
|
175 |
+
"learning_rate": 1.999877856940653e-05,
|
176 |
+
"loss": 0.7855,
|
177 |
+
"step": 24
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 0.759493670886076,
|
181 |
+
"grad_norm": 1.1404177404229727,
|
182 |
+
"learning_rate": 1.999511457600466e-05,
|
183 |
+
"loss": 0.7292,
|
184 |
+
"step": 25
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 0.789873417721519,
|
188 |
+
"grad_norm": 0.8524130522116361,
|
189 |
+
"learning_rate": 1.9989008914857115e-05,
|
190 |
+
"loss": 0.7389,
|
191 |
+
"step": 26
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 0.8202531645569621,
|
195 |
+
"grad_norm": 1.0119434795755586,
|
196 |
+
"learning_rate": 1.998046307749216e-05,
|
197 |
+
"loss": 0.7483,
|
198 |
+
"step": 27
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 0.850632911392405,
|
202 |
+
"grad_norm": 0.8216146650272445,
|
203 |
+
"learning_rate": 1.9969479151539238e-05,
|
204 |
+
"loss": 0.7421,
|
205 |
+
"step": 28
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 0.8810126582278481,
|
209 |
+
"grad_norm": 0.8005191244220283,
|
210 |
+
"learning_rate": 1.9956059820218982e-05,
|
211 |
+
"loss": 0.723,
|
212 |
+
"step": 29
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.9113924050632911,
|
216 |
+
"grad_norm": 0.7347875333689163,
|
217 |
+
"learning_rate": 1.9940208361687762e-05,
|
218 |
+
"loss": 0.7244,
|
219 |
+
"step": 30
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 0.9417721518987342,
|
223 |
+
"grad_norm": 0.7002854009197526,
|
224 |
+
"learning_rate": 1.9921928648236855e-05,
|
225 |
+
"loss": 0.7337,
|
226 |
+
"step": 31
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 0.9721518987341772,
|
230 |
+
"grad_norm": 0.6600633387684759,
|
231 |
+
"learning_rate": 1.990122514534651e-05,
|
232 |
+
"loss": 0.7186,
|
233 |
+
"step": 32
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 1.010126582278481,
|
237 |
+
"grad_norm": 0.7200398152533363,
|
238 |
+
"learning_rate": 1.9878102910595097e-05,
|
239 |
+
"loss": 0.7224,
|
240 |
+
"step": 33
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 1.040506329113924,
|
244 |
+
"grad_norm": 0.6990110623349537,
|
245 |
+
"learning_rate": 1.985256759242359e-05,
|
246 |
+
"loss": 0.7082,
|
247 |
+
"step": 34
|
248 |
+
},
|
249 |
+
{
|
250 |
+
"epoch": 1.070886075949367,
|
251 |
+
"grad_norm": 0.694882197203528,
|
252 |
+
"learning_rate": 1.982462542875576e-05,
|
253 |
+
"loss": 0.6701,
|
254 |
+
"step": 35
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 1.1012658227848102,
|
258 |
+
"grad_norm": 0.6946766413902888,
|
259 |
+
"learning_rate": 1.979428324547432e-05,
|
260 |
+
"loss": 0.6684,
|
261 |
+
"step": 36
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"epoch": 1.1316455696202532,
|
265 |
+
"grad_norm": 0.6507749366279857,
|
266 |
+
"learning_rate": 1.9761548454753455e-05,
|
267 |
+
"loss": 0.6885,
|
268 |
+
"step": 37
|
269 |
+
},
|
270 |
+
{
|
271 |
+
"epoch": 1.1620253164556962,
|
272 |
+
"grad_norm": 0.7549112620548791,
|
273 |
+
"learning_rate": 1.972642905324813e-05,
|
274 |
+
"loss": 0.673,
|
275 |
+
"step": 38
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 1.1924050632911392,
|
279 |
+
"grad_norm": 0.5924164708576674,
|
280 |
+
"learning_rate": 1.9688933620140638e-05,
|
281 |
+
"loss": 0.6748,
|
282 |
+
"step": 39
|
283 |
+
},
|
284 |
+
{
|
285 |
+
"epoch": 1.2227848101265824,
|
286 |
+
"grad_norm": 0.7273700726528135,
|
287 |
+
"learning_rate": 1.96490713150448e-05,
|
288 |
+
"loss": 0.6768,
|
289 |
+
"step": 40
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 1.2531645569620253,
|
293 |
+
"grad_norm": 0.6745586291594593,
|
294 |
+
"learning_rate": 1.9606851875768404e-05,
|
295 |
+
"loss": 0.6574,
|
296 |
+
"step": 41
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 1.2835443037974683,
|
300 |
+
"grad_norm": 0.5348386947619904,
|
301 |
+
"learning_rate": 1.956228561593441e-05,
|
302 |
+
"loss": 0.6692,
|
303 |
+
"step": 42
|
304 |
+
},
|
305 |
+
{
|
306 |
+
"epoch": 1.3139240506329113,
|
307 |
+
"grad_norm": 0.7772537172380328,
|
308 |
+
"learning_rate": 1.9515383422461457e-05,
|
309 |
+
"loss": 0.6671,
|
310 |
+
"step": 43
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 1.3443037974683545,
|
314 |
+
"grad_norm": 0.5844118915887027,
|
315 |
+
"learning_rate": 1.9466156752904344e-05,
|
316 |
+
"loss": 0.6817,
|
317 |
+
"step": 44
|
318 |
+
},
|
319 |
+
{
|
320 |
+
"epoch": 1.3746835443037975,
|
321 |
+
"grad_norm": 0.7287163222479844,
|
322 |
+
"learning_rate": 1.9414617632655114e-05,
|
323 |
+
"loss": 0.666,
|
324 |
+
"step": 45
|
325 |
+
},
|
326 |
+
{
|
327 |
+
"epoch": 1.4050632911392404,
|
328 |
+
"grad_norm": 0.5245986233616249,
|
329 |
+
"learning_rate": 1.9360778652005416e-05,
|
330 |
+
"loss": 0.6629,
|
331 |
+
"step": 46
|
332 |
+
},
|
333 |
+
{
|
334 |
+
"epoch": 1.4354430379746836,
|
335 |
+
"grad_norm": 0.7085965544682341,
|
336 |
+
"learning_rate": 1.9304652963070868e-05,
|
337 |
+
"loss": 0.6672,
|
338 |
+
"step": 47
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 1.4658227848101266,
|
342 |
+
"grad_norm": 0.524514141469165,
|
343 |
+
"learning_rate": 1.9246254276578175e-05,
|
344 |
+
"loss": 0.6613,
|
345 |
+
"step": 48
|
346 |
+
},
|
347 |
+
{
|
348 |
+
"epoch": 1.4962025316455696,
|
349 |
+
"grad_norm": 0.6198954590849456,
|
350 |
+
"learning_rate": 1.9185596858515797e-05,
|
351 |
+
"loss": 0.6497,
|
352 |
+
"step": 49
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 1.5265822784810128,
|
356 |
+
"grad_norm": 0.5559280755398178,
|
357 |
+
"learning_rate": 1.9122695526648968e-05,
|
358 |
+
"loss": 0.6618,
|
359 |
+
"step": 50
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 1.5569620253164556,
|
363 |
+
"grad_norm": 0.5601216235893277,
|
364 |
+
"learning_rate": 1.905756564689991e-05,
|
365 |
+
"loss": 0.6625,
|
366 |
+
"step": 51
|
367 |
+
},
|
368 |
+
{
|
369 |
+
"epoch": 1.5873417721518988,
|
370 |
+
"grad_norm": 0.47524914374006116,
|
371 |
+
"learning_rate": 1.8990223129594146e-05,
|
372 |
+
"loss": 0.6463,
|
373 |
+
"step": 52
|
374 |
+
},
|
375 |
+
{
|
376 |
+
"epoch": 1.6177215189873417,
|
377 |
+
"grad_norm": 0.5816078571808324,
|
378 |
+
"learning_rate": 1.8920684425573865e-05,
|
379 |
+
"loss": 0.6702,
|
380 |
+
"step": 53
|
381 |
+
},
|
382 |
+
{
|
383 |
+
"epoch": 1.6481012658227847,
|
384 |
+
"grad_norm": 0.5321344906888261,
|
385 |
+
"learning_rate": 1.884896652217917e-05,
|
386 |
+
"loss": 0.6576,
|
387 |
+
"step": 54
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"epoch": 1.678481012658228,
|
391 |
+
"grad_norm": 0.4660198742550347,
|
392 |
+
"learning_rate": 1.877508693909831e-05,
|
393 |
+
"loss": 0.6643,
|
394 |
+
"step": 55
|
395 |
+
},
|
396 |
+
{
|
397 |
+
"epoch": 1.7088607594936709,
|
398 |
+
"grad_norm": 0.4805746065508785,
|
399 |
+
"learning_rate": 1.8699063724087905e-05,
|
400 |
+
"loss": 0.6512,
|
401 |
+
"step": 56
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 1.7392405063291139,
|
405 |
+
"grad_norm": 0.5600635051362347,
|
406 |
+
"learning_rate": 1.862091544856407e-05,
|
407 |
+
"loss": 0.6502,
|
408 |
+
"step": 57
|
409 |
+
},
|
410 |
+
{
|
411 |
+
"epoch": 1.769620253164557,
|
412 |
+
"grad_norm": 0.4665293787010676,
|
413 |
+
"learning_rate": 1.854066120306571e-05,
|
414 |
+
"loss": 0.6634,
|
415 |
+
"step": 58
|
416 |
+
},
|
417 |
+
{
|
418 |
+
"epoch": 1.8,
|
419 |
+
"grad_norm": 0.4405470971308499,
|
420 |
+
"learning_rate": 1.8458320592590976e-05,
|
421 |
+
"loss": 0.6467,
|
422 |
+
"step": 59
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 1.830379746835443,
|
426 |
+
"grad_norm": 0.47145807960251274,
|
427 |
+
"learning_rate": 1.837391373180801e-05,
|
428 |
+
"loss": 0.6364,
|
429 |
+
"step": 60
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"epoch": 1.8607594936708862,
|
433 |
+
"grad_norm": 0.5308525674579702,
|
434 |
+
"learning_rate": 1.8287461240141217e-05,
|
435 |
+
"loss": 0.6418,
|
436 |
+
"step": 61
|
437 |
+
},
|
438 |
+
{
|
439 |
+
"epoch": 1.891139240506329,
|
440 |
+
"grad_norm": 0.6179861021588599,
|
441 |
+
"learning_rate": 1.8198984236734246e-05,
|
442 |
+
"loss": 0.652,
|
443 |
+
"step": 62
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 1.9215189873417722,
|
447 |
+
"grad_norm": 0.43863365504051294,
|
448 |
+
"learning_rate": 1.8108504335290852e-05,
|
449 |
+
"loss": 0.6584,
|
450 |
+
"step": 63
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 1.9518987341772152,
|
454 |
+
"grad_norm": 0.6512289420797212,
|
455 |
+
"learning_rate": 1.8016043638794975e-05,
|
456 |
+
"loss": 0.6597,
|
457 |
+
"step": 64
|
458 |
+
},
|
459 |
+
{
|
460 |
+
"epoch": 1.9822784810126581,
|
461 |
+
"grad_norm": 0.5197331564817242,
|
462 |
+
"learning_rate": 1.7921624734111292e-05,
|
463 |
+
"loss": 0.6642,
|
464 |
+
"step": 65
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 2.020253164556962,
|
468 |
+
"grad_norm": 0.5426409387481569,
|
469 |
+
"learning_rate": 1.7825270686467567e-05,
|
470 |
+
"loss": 0.6266,
|
471 |
+
"step": 66
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 2.050632911392405,
|
475 |
+
"grad_norm": 0.519344642368897,
|
476 |
+
"learning_rate": 1.7727005033820117e-05,
|
477 |
+
"loss": 0.6181,
|
478 |
+
"step": 67
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 2.081012658227848,
|
482 |
+
"grad_norm": 0.5504357131246903,
|
483 |
+
"learning_rate": 1.762685178110382e-05,
|
484 |
+
"loss": 0.5862,
|
485 |
+
"step": 68
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 2.1113924050632913,
|
489 |
+
"grad_norm": 0.6579405180972245,
|
490 |
+
"learning_rate": 1.752483539436807e-05,
|
491 |
+
"loss": 0.6011,
|
492 |
+
"step": 69
|
493 |
+
},
|
494 |
+
{
|
495 |
+
"epoch": 2.141772151898734,
|
496 |
+
"grad_norm": 0.5789743260393726,
|
497 |
+
"learning_rate": 1.7420980794800013e-05,
|
498 |
+
"loss": 0.5804,
|
499 |
+
"step": 70
|
500 |
+
},
|
501 |
+
{
|
502 |
+
"epoch": 2.1721518987341772,
|
503 |
+
"grad_norm": 0.5899984976092444,
|
504 |
+
"learning_rate": 1.731531335263669e-05,
|
505 |
+
"loss": 0.5867,
|
506 |
+
"step": 71
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 2.2025316455696204,
|
510 |
+
"grad_norm": 0.6765987232776568,
|
511 |
+
"learning_rate": 1.720785888096743e-05,
|
512 |
+
"loss": 0.5852,
|
513 |
+
"step": 72
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 2.232911392405063,
|
517 |
+
"grad_norm": 0.5611741417267422,
|
518 |
+
"learning_rate": 1.7098643629428035e-05,
|
519 |
+
"loss": 0.587,
|
520 |
+
"step": 73
|
521 |
+
},
|
522 |
+
{
|
523 |
+
"epoch": 2.2632911392405064,
|
524 |
+
"grad_norm": 0.5534907274205104,
|
525 |
+
"learning_rate": 1.698769427778842e-05,
|
526 |
+
"loss": 0.5766,
|
527 |
+
"step": 74
|
528 |
+
},
|
529 |
+
{
|
530 |
+
"epoch": 2.293670886075949,
|
531 |
+
"grad_norm": 0.46869067801696185,
|
532 |
+
"learning_rate": 1.687503792943506e-05,
|
533 |
+
"loss": 0.5705,
|
534 |
+
"step": 75
|
535 |
+
},
|
536 |
+
{
|
537 |
+
"epoch": 2.3240506329113924,
|
538 |
+
"grad_norm": 0.5069870289057382,
|
539 |
+
"learning_rate": 1.6760702104750046e-05,
|
540 |
+
"loss": 0.5925,
|
541 |
+
"step": 76
|
542 |
+
},
|
543 |
+
{
|
544 |
+
"epoch": 2.3544303797468356,
|
545 |
+
"grad_norm": 0.4530066474850241,
|
546 |
+
"learning_rate": 1.664471473438822e-05,
|
547 |
+
"loss": 0.5736,
|
548 |
+
"step": 77
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 2.3848101265822783,
|
552 |
+
"grad_norm": 0.5040855289014678,
|
553 |
+
"learning_rate": 1.6527104152454096e-05,
|
554 |
+
"loss": 0.582,
|
555 |
+
"step": 78
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 2.4151898734177215,
|
559 |
+
"grad_norm": 0.471543221280626,
|
560 |
+
"learning_rate": 1.6407899089580263e-05,
|
561 |
+
"loss": 0.5803,
|
562 |
+
"step": 79
|
563 |
+
},
|
564 |
+
{
|
565 |
+
"epoch": 2.4455696202531647,
|
566 |
+
"grad_norm": 0.4207943226871324,
|
567 |
+
"learning_rate": 1.628712866590885e-05,
|
568 |
+
"loss": 0.5874,
|
569 |
+
"step": 80
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 2.4759493670886075,
|
573 |
+
"grad_norm": 0.4678306967442179,
|
574 |
+
"learning_rate": 1.6164822383977912e-05,
|
575 |
+
"loss": 0.5801,
|
576 |
+
"step": 81
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 2.5063291139240507,
|
580 |
+
"grad_norm": 0.4560245714270745,
|
581 |
+
"learning_rate": 1.604101012151436e-05,
|
582 |
+
"loss": 0.5855,
|
583 |
+
"step": 82
|
584 |
+
},
|
585 |
+
{
|
586 |
+
"epoch": 2.536708860759494,
|
587 |
+
"grad_norm": 0.4704596274051327,
|
588 |
+
"learning_rate": 1.5915722124135227e-05,
|
589 |
+
"loss": 0.5685,
|
590 |
+
"step": 83
|
591 |
+
},
|
592 |
+
{
|
593 |
+
"epoch": 2.5670886075949366,
|
594 |
+
"grad_norm": 0.5264971557760928,
|
595 |
+
"learning_rate": 1.5788988997959115e-05,
|
596 |
+
"loss": 0.5945,
|
597 |
+
"step": 84
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 2.59746835443038,
|
601 |
+
"grad_norm": 0.4779717292217435,
|
602 |
+
"learning_rate": 1.5660841702129533e-05,
|
603 |
+
"loss": 0.5801,
|
604 |
+
"step": 85
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 2.6278481012658226,
|
608 |
+
"grad_norm": 0.5306084630407284,
|
609 |
+
"learning_rate": 1.5531311541251995e-05,
|
610 |
+
"loss": 0.576,
|
611 |
+
"step": 86
|
612 |
+
},
|
613 |
+
{
|
614 |
+
"epoch": 2.6582278481012658,
|
615 |
+
"grad_norm": 0.4956419678856771,
|
616 |
+
"learning_rate": 1.540043015774676e-05,
|
617 |
+
"loss": 0.5773,
|
618 |
+
"step": 87
|
619 |
+
},
|
620 |
+
{
|
621 |
+
"epoch": 2.688607594936709,
|
622 |
+
"grad_norm": 0.5429169677274269,
|
623 |
+
"learning_rate": 1.5268229524119007e-05,
|
624 |
+
"loss": 0.5726,
|
625 |
+
"step": 88
|
626 |
+
},
|
627 |
+
{
|
628 |
+
"epoch": 2.7189873417721517,
|
629 |
+
"grad_norm": 0.45209818720191813,
|
630 |
+
"learning_rate": 1.513474193514842e-05,
|
631 |
+
"loss": 0.5737,
|
632 |
+
"step": 89
|
633 |
+
},
|
634 |
+
{
|
635 |
+
"epoch": 2.749367088607595,
|
636 |
+
"grad_norm": 0.5109452666664038,
|
637 |
+
"learning_rate": 1.5000000000000002e-05,
|
638 |
+
"loss": 0.5868,
|
639 |
+
"step": 90
|
640 |
+
},
|
641 |
+
{
|
642 |
+
"epoch": 2.779746835443038,
|
643 |
+
"grad_norm": 0.4949007801514089,
|
644 |
+
"learning_rate": 1.4864036634258112e-05,
|
645 |
+
"loss": 0.599,
|
646 |
+
"step": 91
|
647 |
+
},
|
648 |
+
{
|
649 |
+
"epoch": 2.810126582278481,
|
650 |
+
"grad_norm": 0.4218216563302355,
|
651 |
+
"learning_rate": 1.4726885051885654e-05,
|
652 |
+
"loss": 0.5692,
|
653 |
+
"step": 92
|
654 |
+
},
|
655 |
+
{
|
656 |
+
"epoch": 2.840506329113924,
|
657 |
+
"grad_norm": 0.5632348244408409,
|
658 |
+
"learning_rate": 1.4588578757110359e-05,
|
659 |
+
"loss": 0.5658,
|
660 |
+
"step": 93
|
661 |
+
},
|
662 |
+
{
|
663 |
+
"epoch": 2.8708860759493673,
|
664 |
+
"grad_norm": 0.3900150986988361,
|
665 |
+
"learning_rate": 1.4449151536240167e-05,
|
666 |
+
"loss": 0.5787,
|
667 |
+
"step": 94
|
668 |
+
},
|
669 |
+
{
|
670 |
+
"epoch": 2.90126582278481,
|
671 |
+
"grad_norm": 0.5412989360394378,
|
672 |
+
"learning_rate": 1.4308637449409705e-05,
|
673 |
+
"loss": 0.5666,
|
674 |
+
"step": 95
|
675 |
+
},
|
676 |
+
{
|
677 |
+
"epoch": 2.9316455696202532,
|
678 |
+
"grad_norm": 0.4747639573690209,
|
679 |
+
"learning_rate": 1.4167070822259868e-05,
|
680 |
+
"loss": 0.5838,
|
681 |
+
"step": 96
|
682 |
+
},
|
683 |
+
{
|
684 |
+
"epoch": 2.962025316455696,
|
685 |
+
"grad_norm": 0.5516589304946278,
|
686 |
+
"learning_rate": 1.402448623755254e-05,
|
687 |
+
"loss": 0.5746,
|
688 |
+
"step": 97
|
689 |
+
},
|
690 |
+
{
|
691 |
+
"epoch": 2.992405063291139,
|
692 |
+
"grad_norm": 0.39921606284259686,
|
693 |
+
"learning_rate": 1.3880918526722497e-05,
|
694 |
+
"loss": 0.5776,
|
695 |
+
"step": 98
|
696 |
+
},
|
697 |
+
{
|
698 |
+
"epoch": 3.030379746835443,
|
699 |
+
"grad_norm": 0.5646623314067301,
|
700 |
+
"learning_rate": 1.3736402761368597e-05,
|
701 |
+
"loss": 0.5174,
|
702 |
+
"step": 99
|
703 |
+
},
|
704 |
+
{
|
705 |
+
"epoch": 3.060759493670886,
|
706 |
+
"grad_norm": 0.49273614479957206,
|
707 |
+
"learning_rate": 1.3590974244686248e-05,
|
708 |
+
"loss": 0.5223,
|
709 |
+
"step": 100
|
710 |
+
},
|
711 |
+
{
|
712 |
+
"epoch": 3.091139240506329,
|
713 |
+
"grad_norm": 0.5798992239816699,
|
714 |
+
"learning_rate": 1.344466850284333e-05,
|
715 |
+
"loss": 0.5322,
|
716 |
+
"step": 101
|
717 |
+
},
|
718 |
+
{
|
719 |
+
"epoch": 3.1215189873417724,
|
720 |
+
"grad_norm": 0.5725870905561746,
|
721 |
+
"learning_rate": 1.3297521276301666e-05,
|
722 |
+
"loss": 0.5391,
|
723 |
+
"step": 102
|
724 |
+
},
|
725 |
+
{
|
726 |
+
"epoch": 3.151898734177215,
|
727 |
+
"grad_norm": 0.5460744097760017,
|
728 |
+
"learning_rate": 1.3149568511086104e-05,
|
729 |
+
"loss": 0.5187,
|
730 |
+
"step": 103
|
731 |
+
},
|
732 |
+
{
|
733 |
+
"epoch": 3.1822784810126583,
|
734 |
+
"grad_norm": 0.5597999768553208,
|
735 |
+
"learning_rate": 1.300084635000341e-05,
|
736 |
+
"loss": 0.5188,
|
737 |
+
"step": 104
|
738 |
+
},
|
739 |
+
{
|
740 |
+
"epoch": 3.212658227848101,
|
741 |
+
"grad_norm": 0.45019965404304585,
|
742 |
+
"learning_rate": 1.2851391123813075e-05,
|
743 |
+
"loss": 0.5084,
|
744 |
+
"step": 105
|
745 |
+
},
|
746 |
+
{
|
747 |
+
"epoch": 3.2430379746835443,
|
748 |
+
"grad_norm": 0.5824478570733506,
|
749 |
+
"learning_rate": 1.2701239342352223e-05,
|
750 |
+
"loss": 0.5212,
|
751 |
+
"step": 106
|
752 |
+
},
|
753 |
+
{
|
754 |
+
"epoch": 3.2734177215189875,
|
755 |
+
"grad_norm": 0.5204636002217089,
|
756 |
+
"learning_rate": 1.2550427685616767e-05,
|
757 |
+
"loss": 0.5187,
|
758 |
+
"step": 107
|
759 |
+
},
|
760 |
+
{
|
761 |
+
"epoch": 3.3037974683544302,
|
762 |
+
"grad_norm": 0.46498898455272164,
|
763 |
+
"learning_rate": 1.239899299480098e-05,
|
764 |
+
"loss": 0.5421,
|
765 |
+
"step": 108
|
766 |
+
},
|
767 |
+
{
|
768 |
+
"epoch": 3.3341772151898734,
|
769 |
+
"grad_norm": 0.5098709117196525,
|
770 |
+
"learning_rate": 1.2246972263297718e-05,
|
771 |
+
"loss": 0.5253,
|
772 |
+
"step": 109
|
773 |
+
},
|
774 |
+
{
|
775 |
+
"epoch": 3.3645569620253166,
|
776 |
+
"grad_norm": 0.4445206424926382,
|
777 |
+
"learning_rate": 1.2094402627661447e-05,
|
778 |
+
"loss": 0.5101,
|
779 |
+
"step": 110
|
780 |
+
},
|
781 |
+
{
|
782 |
+
"epoch": 3.3949367088607594,
|
783 |
+
"grad_norm": 0.526454315143394,
|
784 |
+
"learning_rate": 1.1941321358536278e-05,
|
785 |
+
"loss": 0.5039,
|
786 |
+
"step": 111
|
787 |
+
},
|
788 |
+
{
|
789 |
+
"epoch": 3.4253164556962026,
|
790 |
+
"grad_norm": 0.4196391878380781,
|
791 |
+
"learning_rate": 1.1787765851551296e-05,
|
792 |
+
"loss": 0.4978,
|
793 |
+
"step": 112
|
794 |
+
},
|
795 |
+
{
|
796 |
+
"epoch": 3.4556962025316453,
|
797 |
+
"grad_norm": 0.469640833123473,
|
798 |
+
"learning_rate": 1.1633773618185302e-05,
|
799 |
+
"loss": 0.5209,
|
800 |
+
"step": 113
|
801 |
+
},
|
802 |
+
{
|
803 |
+
"epoch": 3.4860759493670885,
|
804 |
+
"grad_norm": 0.44004984439645045,
|
805 |
+
"learning_rate": 1.14793822766033e-05,
|
806 |
+
"loss": 0.5307,
|
807 |
+
"step": 114
|
808 |
+
},
|
809 |
+
{
|
810 |
+
"epoch": 3.5164556962025317,
|
811 |
+
"grad_norm": 0.41355567655063113,
|
812 |
+
"learning_rate": 1.132462954246688e-05,
|
813 |
+
"loss": 0.5262,
|
814 |
+
"step": 115
|
815 |
+
},
|
816 |
+
{
|
817 |
+
"epoch": 3.546835443037975,
|
818 |
+
"grad_norm": 0.4423574307437593,
|
819 |
+
"learning_rate": 1.1169553219720828e-05,
|
820 |
+
"loss": 0.5243,
|
821 |
+
"step": 116
|
822 |
+
},
|
823 |
+
{
|
824 |
+
"epoch": 3.5772151898734177,
|
825 |
+
"grad_norm": 0.4378405313453889,
|
826 |
+
"learning_rate": 1.1014191191358118e-05,
|
827 |
+
"loss": 0.5019,
|
828 |
+
"step": 117
|
829 |
+
},
|
830 |
+
{
|
831 |
+
"epoch": 3.607594936708861,
|
832 |
+
"grad_norm": 0.4635464682773442,
|
833 |
+
"learning_rate": 1.085858141016566e-05,
|
834 |
+
"loss": 0.5424,
|
835 |
+
"step": 118
|
836 |
+
},
|
837 |
+
{
|
838 |
+
"epoch": 3.6379746835443036,
|
839 |
+
"grad_norm": 0.4545236501344631,
|
840 |
+
"learning_rate": 1.070276188945293e-05,
|
841 |
+
"loss": 0.4844,
|
842 |
+
"step": 119
|
843 |
+
},
|
844 |
+
{
|
845 |
+
"epoch": 3.668354430379747,
|
846 |
+
"grad_norm": 0.40002689876826186,
|
847 |
+
"learning_rate": 1.0546770693765859e-05,
|
848 |
+
"loss": 0.5103,
|
849 |
+
"step": 120
|
850 |
+
},
|
851 |
+
{
|
852 |
+
"epoch": 3.69873417721519,
|
853 |
+
"grad_norm": 0.4365211535594478,
|
854 |
+
"learning_rate": 1.0390645929588197e-05,
|
855 |
+
"loss": 0.5175,
|
856 |
+
"step": 121
|
857 |
+
},
|
858 |
+
{
|
859 |
+
"epoch": 3.729113924050633,
|
860 |
+
"grad_norm": 0.35653753525643017,
|
861 |
+
"learning_rate": 1.0234425736032607e-05,
|
862 |
+
"loss": 0.5042,
|
863 |
+
"step": 122
|
864 |
+
},
|
865 |
+
{
|
866 |
+
"epoch": 3.759493670886076,
|
867 |
+
"grad_norm": 0.3732713949903043,
|
868 |
+
"learning_rate": 1.007814827552384e-05,
|
869 |
+
"loss": 0.5169,
|
870 |
+
"step": 123
|
871 |
+
},
|
872 |
+
{
|
873 |
+
"epoch": 3.7898734177215188,
|
874 |
+
"grad_norm": 0.3678510222624095,
|
875 |
+
"learning_rate": 9.92185172447616e-06,
|
876 |
+
"loss": 0.5046,
|
877 |
+
"step": 124
|
878 |
+
},
|
879 |
+
{
|
880 |
+
"epoch": 3.820253164556962,
|
881 |
+
"grad_norm": 0.3702291023777829,
|
882 |
+
"learning_rate": 9.765574263967397e-06,
|
883 |
+
"loss": 0.5159,
|
884 |
+
"step": 125
|
885 |
+
},
|
886 |
+
{
|
887 |
+
"epoch": 3.850632911392405,
|
888 |
+
"grad_norm": 0.3288577678677177,
|
889 |
+
"learning_rate": 9.609354070411807e-06,
|
890 |
+
"loss": 0.506,
|
891 |
+
"step": 126
|
892 |
+
},
|
893 |
+
{
|
894 |
+
"epoch": 3.8810126582278484,
|
895 |
+
"grad_norm": 0.3906255377663627,
|
896 |
+
"learning_rate": 9.453229306234143e-06,
|
897 |
+
"loss": 0.5359,
|
898 |
+
"step": 127
|
899 |
+
},
|
900 |
+
{
|
901 |
+
"epoch": 3.911392405063291,
|
902 |
+
"grad_norm": 0.3796715020014652,
|
903 |
+
"learning_rate": 9.297238110547075e-06,
|
904 |
+
"loss": 0.519,
|
905 |
+
"step": 128
|
906 |
+
},
|
907 |
+
{
|
908 |
+
"epoch": 3.9417721518987343,
|
909 |
+
"grad_norm": 0.3884695151285093,
|
910 |
+
"learning_rate": 9.14141858983434e-06,
|
911 |
+
"loss": 0.511,
|
912 |
+
"step": 129
|
913 |
+
},
|
914 |
+
{
|
915 |
+
"epoch": 3.972151898734177,
|
916 |
+
"grad_norm": 0.369528278764099,
|
917 |
+
"learning_rate": 8.985808808641883e-06,
|
918 |
+
"loss": 0.5026,
|
919 |
+
"step": 130
|
920 |
+
},
|
921 |
+
{
|
922 |
+
"epoch": 4.010126582278481,
|
923 |
+
"grad_norm": 0.3715082421390014,
|
924 |
+
"learning_rate": 8.830446780279175e-06,
|
925 |
+
"loss": 0.4818,
|
926 |
+
"step": 131
|
927 |
+
},
|
928 |
+
{
|
929 |
+
"epoch": 4.040506329113924,
|
930 |
+
"grad_norm": 0.4102369310867126,
|
931 |
+
"learning_rate": 8.675370457533122e-06,
|
932 |
+
"loss": 0.4688,
|
933 |
+
"step": 132
|
934 |
+
},
|
935 |
+
{
|
936 |
+
"epoch": 4.0708860759493675,
|
937 |
+
"grad_norm": 0.4125531245787781,
|
938 |
+
"learning_rate": 8.520617723396702e-06,
|
939 |
+
"loss": 0.462,
|
940 |
+
"step": 133
|
941 |
+
},
|
942 |
+
{
|
943 |
+
"epoch": 4.10126582278481,
|
944 |
+
"grad_norm": 0.39568353937365053,
|
945 |
+
"learning_rate": 8.366226381814698e-06,
|
946 |
+
"loss": 0.4803,
|
947 |
+
"step": 134
|
948 |
+
},
|
949 |
+
{
|
950 |
+
"epoch": 4.131645569620253,
|
951 |
+
"grad_norm": 0.3973496231567564,
|
952 |
+
"learning_rate": 8.212234148448708e-06,
|
953 |
+
"loss": 0.4735,
|
954 |
+
"step": 135
|
955 |
+
},
|
956 |
+
{
|
957 |
+
"epoch": 4.162025316455696,
|
958 |
+
"grad_norm": 0.41364813267444084,
|
959 |
+
"learning_rate": 8.058678641463724e-06,
|
960 |
+
"loss": 0.4567,
|
961 |
+
"step": 136
|
962 |
+
},
|
963 |
+
{
|
964 |
+
"epoch": 4.192405063291139,
|
965 |
+
"grad_norm": 0.38124400772341954,
|
966 |
+
"learning_rate": 7.905597372338558e-06,
|
967 |
+
"loss": 0.4704,
|
968 |
+
"step": 137
|
969 |
+
},
|
970 |
+
{
|
971 |
+
"epoch": 4.222784810126583,
|
972 |
+
"grad_norm": 0.3777536068423851,
|
973 |
+
"learning_rate": 7.753027736702283e-06,
|
974 |
+
"loss": 0.4776,
|
975 |
+
"step": 138
|
976 |
+
},
|
977 |
+
{
|
978 |
+
"epoch": 4.253164556962025,
|
979 |
+
"grad_norm": 0.38621994696644446,
|
980 |
+
"learning_rate": 7.601007005199022e-06,
|
981 |
+
"loss": 0.4662,
|
982 |
+
"step": 139
|
983 |
+
},
|
984 |
+
{
|
985 |
+
"epoch": 4.283544303797468,
|
986 |
+
"grad_norm": 0.39770703577129096,
|
987 |
+
"learning_rate": 7.449572314383237e-06,
|
988 |
+
"loss": 0.4427,
|
989 |
+
"step": 140
|
990 |
+
},
|
991 |
+
{
|
992 |
+
"epoch": 4.313924050632911,
|
993 |
+
"grad_norm": 0.39731398943612534,
|
994 |
+
"learning_rate": 7.298760657647779e-06,
|
995 |
+
"loss": 0.4598,
|
996 |
+
"step": 141
|
997 |
+
},
|
998 |
+
{
|
999 |
+
"epoch": 4.3443037974683545,
|
1000 |
+
"grad_norm": 0.38689950024404873,
|
1001 |
+
"learning_rate": 7.148608876186931e-06,
|
1002 |
+
"loss": 0.4331,
|
1003 |
+
"step": 142
|
1004 |
+
},
|
1005 |
+
{
|
1006 |
+
"epoch": 4.374683544303798,
|
1007 |
+
"grad_norm": 0.4192416826475351,
|
1008 |
+
"learning_rate": 6.999153649996595e-06,
|
1009 |
+
"loss": 0.4369,
|
1010 |
+
"step": 143
|
1011 |
+
},
|
1012 |
+
{
|
1013 |
+
"epoch": 4.405063291139241,
|
1014 |
+
"grad_norm": 0.4043383045440049,
|
1015 |
+
"learning_rate": 6.8504314889138956e-06,
|
1016 |
+
"loss": 0.4593,
|
1017 |
+
"step": 144
|
1018 |
+
},
|
1019 |
+
{
|
1020 |
+
"epoch": 4.435443037974683,
|
1021 |
+
"grad_norm": 0.3894177551970183,
|
1022 |
+
"learning_rate": 6.702478723698336e-06,
|
1023 |
+
"loss": 0.4653,
|
1024 |
+
"step": 145
|
1025 |
+
},
|
1026 |
+
{
|
1027 |
+
"epoch": 4.465822784810126,
|
1028 |
+
"grad_norm": 0.4415856584712963,
|
1029 |
+
"learning_rate": 6.555331497156671e-06,
|
1030 |
+
"loss": 0.4634,
|
1031 |
+
"step": 146
|
1032 |
+
},
|
1033 |
+
{
|
1034 |
+
"epoch": 4.49620253164557,
|
1035 |
+
"grad_norm": 0.3596442888250075,
|
1036 |
+
"learning_rate": 6.4090257553137566e-06,
|
1037 |
+
"loss": 0.4607,
|
1038 |
+
"step": 147
|
1039 |
+
},
|
1040 |
+
{
|
1041 |
+
"epoch": 4.526582278481013,
|
1042 |
+
"grad_norm": 0.38302269839258535,
|
1043 |
+
"learning_rate": 6.263597238631405e-06,
|
1044 |
+
"loss": 0.4649,
|
1045 |
+
"step": 148
|
1046 |
+
},
|
1047 |
+
{
|
1048 |
+
"epoch": 4.556962025316456,
|
1049 |
+
"grad_norm": 0.3759421307216681,
|
1050 |
+
"learning_rate": 6.119081473277502e-06,
|
1051 |
+
"loss": 0.466,
|
1052 |
+
"step": 149
|
1053 |
+
},
|
1054 |
+
{
|
1055 |
+
"epoch": 4.587341772151898,
|
1056 |
+
"grad_norm": 0.34513851913088656,
|
1057 |
+
"learning_rate": 5.975513762447465e-06,
|
1058 |
+
"loss": 0.4536,
|
1059 |
+
"step": 150
|
1060 |
+
},
|
1061 |
+
{
|
1062 |
+
"epoch": 4.6177215189873415,
|
1063 |
+
"grad_norm": 0.40474476413529786,
|
1064 |
+
"learning_rate": 5.832929177740134e-06,
|
1065 |
+
"loss": 0.4572,
|
1066 |
+
"step": 151
|
1067 |
+
},
|
1068 |
+
{
|
1069 |
+
"epoch": 4.648101265822785,
|
1070 |
+
"grad_norm": 0.3177720792278032,
|
1071 |
+
"learning_rate": 5.6913625505902966e-06,
|
1072 |
+
"loss": 0.4637,
|
1073 |
+
"step": 152
|
1074 |
+
},
|
1075 |
+
{
|
1076 |
+
"epoch": 4.678481012658228,
|
1077 |
+
"grad_norm": 0.36007822813015333,
|
1078 |
+
"learning_rate": 5.550848463759835e-06,
|
1079 |
+
"loss": 0.4532,
|
1080 |
+
"step": 153
|
1081 |
+
},
|
1082 |
+
{
|
1083 |
+
"epoch": 4.708860759493671,
|
1084 |
+
"grad_norm": 0.3555102117882049,
|
1085 |
+
"learning_rate": 5.411421242889643e-06,
|
1086 |
+
"loss": 0.4749,
|
1087 |
+
"step": 154
|
1088 |
+
},
|
1089 |
+
{
|
1090 |
+
"epoch": 4.739240506329114,
|
1091 |
+
"grad_norm": 0.31972074030842695,
|
1092 |
+
"learning_rate": 5.273114948114346e-06,
|
1093 |
+
"loss": 0.4707,
|
1094 |
+
"step": 155
|
1095 |
+
},
|
1096 |
+
{
|
1097 |
+
"epoch": 4.769620253164557,
|
1098 |
+
"grad_norm": 0.33697039283410923,
|
1099 |
+
"learning_rate": 5.135963365741892e-06,
|
1100 |
+
"loss": 0.4681,
|
1101 |
+
"step": 156
|
1102 |
+
},
|
1103 |
+
{
|
1104 |
+
"epoch": 4.8,
|
1105 |
+
"grad_norm": 0.3654033419448405,
|
1106 |
+
"learning_rate": 5.000000000000003e-06,
|
1107 |
+
"loss": 0.4767,
|
1108 |
+
"step": 157
|
1109 |
+
},
|
1110 |
+
{
|
1111 |
+
"epoch": 4.830379746835443,
|
1112 |
+
"grad_norm": 0.30765455304472544,
|
1113 |
+
"learning_rate": 4.865258064851579e-06,
|
1114 |
+
"loss": 0.4666,
|
1115 |
+
"step": 158
|
1116 |
+
},
|
1117 |
+
{
|
1118 |
+
"epoch": 4.860759493670886,
|
1119 |
+
"grad_norm": 0.3176913895903677,
|
1120 |
+
"learning_rate": 4.731770475880995e-06,
|
1121 |
+
"loss": 0.4585,
|
1122 |
+
"step": 159
|
1123 |
+
},
|
1124 |
+
{
|
1125 |
+
"epoch": 4.891139240506329,
|
1126 |
+
"grad_norm": 0.3235695684726026,
|
1127 |
+
"learning_rate": 4.599569842253244e-06,
|
1128 |
+
"loss": 0.4648,
|
1129 |
+
"step": 160
|
1130 |
+
},
|
1131 |
+
{
|
1132 |
+
"epoch": 4.921518987341772,
|
1133 |
+
"grad_norm": 0.2901747742682124,
|
1134 |
+
"learning_rate": 4.468688458748006e-06,
|
1135 |
+
"loss": 0.4583,
|
1136 |
+
"step": 161
|
1137 |
+
},
|
1138 |
+
{
|
1139 |
+
"epoch": 4.951898734177215,
|
1140 |
+
"grad_norm": 0.2989033132865298,
|
1141 |
+
"learning_rate": 4.339158297870469e-06,
|
1142 |
+
"loss": 0.4664,
|
1143 |
+
"step": 162
|
1144 |
+
},
|
1145 |
+
{
|
1146 |
+
"epoch": 4.982278481012658,
|
1147 |
+
"grad_norm": 0.3308650902507557,
|
1148 |
+
"learning_rate": 4.211011002040885e-06,
|
1149 |
+
"loss": 0.4652,
|
1150 |
+
"step": 163
|
1151 |
+
},
|
1152 |
+
{
|
1153 |
+
"epoch": 5.020253164556962,
|
1154 |
+
"grad_norm": 0.3908161921855876,
|
1155 |
+
"learning_rate": 4.084277875864776e-06,
|
1156 |
+
"loss": 0.4434,
|
1157 |
+
"step": 164
|
1158 |
+
},
|
1159 |
+
{
|
1160 |
+
"epoch": 5.050632911392405,
|
1161 |
+
"grad_norm": 0.39636633288457174,
|
1162 |
+
"learning_rate": 3.958989878485644e-06,
|
1163 |
+
"loss": 0.4173,
|
1164 |
+
"step": 165
|
1165 |
+
},
|
1166 |
+
{
|
1167 |
+
"epoch": 5.0810126582278485,
|
1168 |
+
"grad_norm": 0.34404513766285144,
|
1169 |
+
"learning_rate": 3.83517761602209e-06,
|
1170 |
+
"loss": 0.4278,
|
1171 |
+
"step": 166
|
1172 |
+
},
|
1173 |
+
{
|
1174 |
+
"epoch": 5.111392405063291,
|
1175 |
+
"grad_norm": 0.4776835521292798,
|
1176 |
+
"learning_rate": 3.712871334091154e-06,
|
1177 |
+
"loss": 0.4399,
|
1178 |
+
"step": 167
|
1179 |
+
},
|
1180 |
+
{
|
1181 |
+
"epoch": 5.141772151898734,
|
1182 |
+
"grad_norm": 0.42374281865085217,
|
1183 |
+
"learning_rate": 3.592100910419738e-06,
|
1184 |
+
"loss": 0.4347,
|
1185 |
+
"step": 168
|
1186 |
+
},
|
1187 |
+
{
|
1188 |
+
"epoch": 5.172151898734177,
|
1189 |
+
"grad_norm": 0.3868037340665424,
|
1190 |
+
"learning_rate": 3.4728958475459052e-06,
|
1191 |
+
"loss": 0.4362,
|
1192 |
+
"step": 169
|
1193 |
+
},
|
1194 |
+
{
|
1195 |
+
"epoch": 5.2025316455696204,
|
1196 |
+
"grad_norm": 0.43490371063658084,
|
1197 |
+
"learning_rate": 3.355285265611784e-06,
|
1198 |
+
"loss": 0.4277,
|
1199 |
+
"step": 170
|
1200 |
+
},
|
1201 |
+
{
|
1202 |
+
"epoch": 5.232911392405064,
|
1203 |
+
"grad_norm": 0.40353613634005964,
|
1204 |
+
"learning_rate": 3.2392978952499553e-06,
|
1205 |
+
"loss": 0.425,
|
1206 |
+
"step": 171
|
1207 |
+
},
|
1208 |
+
{
|
1209 |
+
"epoch": 5.263291139240506,
|
1210 |
+
"grad_norm": 0.3455067870348617,
|
1211 |
+
"learning_rate": 3.1249620705649417e-06,
|
1212 |
+
"loss": 0.4177,
|
1213 |
+
"step": 172
|
1214 |
+
},
|
1215 |
+
{
|
1216 |
+
"epoch": 5.293670886075949,
|
1217 |
+
"grad_norm": 0.40335617957478304,
|
1218 |
+
"learning_rate": 3.0123057222115835e-06,
|
1219 |
+
"loss": 0.4194,
|
1220 |
+
"step": 173
|
1221 |
+
},
|
1222 |
+
{
|
1223 |
+
"epoch": 5.324050632911392,
|
1224 |
+
"grad_norm": 0.4367038854665296,
|
1225 |
+
"learning_rate": 2.9013563705719673e-06,
|
1226 |
+
"loss": 0.4345,
|
1227 |
+
"step": 174
|
1228 |
+
},
|
1229 |
+
{
|
1230 |
+
"epoch": 5.3544303797468356,
|
1231 |
+
"grad_norm": 0.3557287599717451,
|
1232 |
+
"learning_rate": 2.7921411190325753e-06,
|
1233 |
+
"loss": 0.4324,
|
1234 |
+
"step": 175
|
1235 |
+
},
|
1236 |
+
{
|
1237 |
+
"epoch": 5.384810126582279,
|
1238 |
+
"grad_norm": 0.3143983578347524,
|
1239 |
+
"learning_rate": 2.6846866473633126e-06,
|
1240 |
+
"loss": 0.4175,
|
1241 |
+
"step": 176
|
1242 |
+
},
|
1243 |
+
{
|
1244 |
+
"epoch": 5.415189873417722,
|
1245 |
+
"grad_norm": 0.33301456279097263,
|
1246 |
+
"learning_rate": 2.579019205199992e-06,
|
1247 |
+
"loss": 0.4375,
|
1248 |
+
"step": 177
|
1249 |
+
},
|
1250 |
+
{
|
1251 |
+
"epoch": 5.445569620253164,
|
1252 |
+
"grad_norm": 0.3799790981735976,
|
1253 |
+
"learning_rate": 2.4751646056319334e-06,
|
1254 |
+
"loss": 0.4247,
|
1255 |
+
"step": 178
|
1256 |
+
},
|
1257 |
+
{
|
1258 |
+
"epoch": 5.4759493670886075,
|
1259 |
+
"grad_norm": 0.3235525650225218,
|
1260 |
+
"learning_rate": 2.373148218896182e-06,
|
1261 |
+
"loss": 0.4427,
|
1262 |
+
"step": 179
|
1263 |
+
},
|
1264 |
+
{
|
1265 |
+
"epoch": 5.506329113924051,
|
1266 |
+
"grad_norm": 0.2883253960390784,
|
1267 |
+
"learning_rate": 2.2729949661798876e-06,
|
1268 |
+
"loss": 0.4336,
|
1269 |
+
"step": 180
|
1270 |
+
},
|
1271 |
+
{
|
1272 |
+
"epoch": 5.536708860759494,
|
1273 |
+
"grad_norm": 0.3091440496191748,
|
1274 |
+
"learning_rate": 2.174729313532433e-06,
|
1275 |
+
"loss": 0.4144,
|
1276 |
+
"step": 181
|
1277 |
+
},
|
1278 |
+
{
|
1279 |
+
"epoch": 5.567088607594937,
|
1280 |
+
"grad_norm": 0.3427864015428084,
|
1281 |
+
"learning_rate": 2.078375265888707e-06,
|
1282 |
+
"loss": 0.4214,
|
1283 |
+
"step": 182
|
1284 |
+
},
|
1285 |
+
{
|
1286 |
+
"epoch": 5.597468354430379,
|
1287 |
+
"grad_norm": 0.293164883329746,
|
1288 |
+
"learning_rate": 1.9839563612050273e-06,
|
1289 |
+
"loss": 0.4213,
|
1290 |
+
"step": 183
|
1291 |
+
},
|
1292 |
+
{
|
1293 |
+
"epoch": 5.627848101265823,
|
1294 |
+
"grad_norm": 0.2858333119472928,
|
1295 |
+
"learning_rate": 1.8914956647091497e-06,
|
1296 |
+
"loss": 0.4117,
|
1297 |
+
"step": 184
|
1298 |
+
},
|
1299 |
+
{
|
1300 |
+
"epoch": 5.658227848101266,
|
1301 |
+
"grad_norm": 0.2863002179996361,
|
1302 |
+
"learning_rate": 1.8010157632657544e-06,
|
1303 |
+
"loss": 0.4173,
|
1304 |
+
"step": 185
|
1305 |
+
},
|
1306 |
+
{
|
1307 |
+
"epoch": 5.688607594936709,
|
1308 |
+
"grad_norm": 0.29007946702527515,
|
1309 |
+
"learning_rate": 1.7125387598587862e-06,
|
1310 |
+
"loss": 0.4463,
|
1311 |
+
"step": 186
|
1312 |
+
},
|
1313 |
+
{
|
1314 |
+
"epoch": 5.718987341772152,
|
1315 |
+
"grad_norm": 0.28560771674239305,
|
1316 |
+
"learning_rate": 1.6260862681919965e-06,
|
1317 |
+
"loss": 0.4206,
|
1318 |
+
"step": 187
|
1319 |
+
},
|
1320 |
+
{
|
1321 |
+
"epoch": 5.749367088607595,
|
1322 |
+
"grad_norm": 0.28555490412737494,
|
1323 |
+
"learning_rate": 1.5416794074090258e-06,
|
1324 |
+
"loss": 0.4101,
|
1325 |
+
"step": 188
|
1326 |
+
},
|
1327 |
+
{
|
1328 |
+
"epoch": 5.779746835443038,
|
1329 |
+
"grad_norm": 0.27661473654447927,
|
1330 |
+
"learning_rate": 1.459338796934293e-06,
|
1331 |
+
"loss": 0.4155,
|
1332 |
+
"step": 189
|
1333 |
+
},
|
1334 |
+
{
|
1335 |
+
"epoch": 5.810126582278481,
|
1336 |
+
"grad_norm": 0.29060685933764496,
|
1337 |
+
"learning_rate": 1.3790845514359363e-06,
|
1338 |
+
"loss": 0.4138,
|
1339 |
+
"step": 190
|
1340 |
+
},
|
1341 |
+
{
|
1342 |
+
"epoch": 5.840506329113924,
|
1343 |
+
"grad_norm": 0.30350943289032145,
|
1344 |
+
"learning_rate": 1.300936275912098e-06,
|
1345 |
+
"loss": 0.4058,
|
1346 |
+
"step": 191
|
1347 |
+
},
|
1348 |
+
{
|
1349 |
+
"epoch": 5.870886075949367,
|
1350 |
+
"grad_norm": 0.2767454576132417,
|
1351 |
+
"learning_rate": 1.224913060901688e-06,
|
1352 |
+
"loss": 0.4126,
|
1353 |
+
"step": 192
|
1354 |
+
},
|
1355 |
+
{
|
1356 |
+
"epoch": 5.9012658227848105,
|
1357 |
+
"grad_norm": 0.27402747774373304,
|
1358 |
+
"learning_rate": 1.1510334778208332e-06,
|
1359 |
+
"loss": 0.4442,
|
1360 |
+
"step": 193
|
1361 |
+
},
|
1362 |
+
{
|
1363 |
+
"epoch": 5.931645569620253,
|
1364 |
+
"grad_norm": 0.27734368895124256,
|
1365 |
+
"learning_rate": 1.0793155744261352e-06,
|
1366 |
+
"loss": 0.4289,
|
1367 |
+
"step": 194
|
1368 |
+
},
|
1369 |
+
{
|
1370 |
+
"epoch": 5.962025316455696,
|
1371 |
+
"grad_norm": 0.2768814058676878,
|
1372 |
+
"learning_rate": 1.0097768704058542e-06,
|
1373 |
+
"loss": 0.4321,
|
1374 |
+
"step": 195
|
1375 |
+
},
|
1376 |
+
{
|
1377 |
+
"epoch": 5.992405063291139,
|
1378 |
+
"grad_norm": 0.2704576499826547,
|
1379 |
+
"learning_rate": 9.424343531000968e-07,
|
1380 |
+
"loss": 0.4228,
|
1381 |
+
"step": 196
|
1382 |
+
},
|
1383 |
+
{
|
1384 |
+
"epoch": 6.030379746835443,
|
1385 |
+
"grad_norm": 0.3446775945688774,
|
1386 |
+
"learning_rate": 8.773044733510338e-07,
|
1387 |
+
"loss": 0.4075,
|
1388 |
+
"step": 197
|
1389 |
+
},
|
1390 |
+
{
|
1391 |
+
"epoch": 6.060759493670886,
|
1392 |
+
"grad_norm": 0.33176705495260456,
|
1393 |
+
"learning_rate": 8.144031414842012e-07,
|
1394 |
+
"loss": 0.41,
|
1395 |
+
"step": 198
|
1396 |
+
},
|
1397 |
+
{
|
1398 |
+
"epoch": 6.091139240506329,
|
1399 |
+
"grad_norm": 0.2943128965987338,
|
1400 |
+
"learning_rate": 7.537457234218271e-07,
|
1401 |
+
"loss": 0.4096,
|
1402 |
+
"step": 199
|
1403 |
+
},
|
1404 |
+
{
|
1405 |
+
"epoch": 6.121518987341772,
|
1406 |
+
"grad_norm": 0.6345817315859091,
|
1407 |
+
"learning_rate": 6.953470369291349e-07,
|
1408 |
+
"loss": 0.4253,
|
1409 |
+
"step": 200
|
1410 |
+
},
|
1411 |
+
{
|
1412 |
+
"epoch": 6.151898734177215,
|
1413 |
+
"grad_norm": 0.2639210423964378,
|
1414 |
+
"learning_rate": 6.392213479945852e-07,
|
1415 |
+
"loss": 0.4076,
|
1416 |
+
"step": 201
|
1417 |
+
},
|
1418 |
+
{
|
1419 |
+
"epoch": 6.182278481012658,
|
1420 |
+
"grad_norm": 0.28061285408411935,
|
1421 |
+
"learning_rate": 5.853823673448877e-07,
|
1422 |
+
"loss": 0.3986,
|
1423 |
+
"step": 202
|
1424 |
+
},
|
1425 |
+
{
|
1426 |
+
"epoch": 6.2126582278481015,
|
1427 |
+
"grad_norm": 0.28332150229146574,
|
1428 |
+
"learning_rate": 5.33843247095659e-07,
|
1429 |
+
"loss": 0.414,
|
1430 |
+
"step": 203
|
1431 |
+
},
|
1432 |
+
{
|
1433 |
+
"epoch": 6.243037974683545,
|
1434 |
+
"grad_norm": 0.3059617891137713,
|
1435 |
+
"learning_rate": 4.846165775385459e-07,
|
1436 |
+
"loss": 0.4133,
|
1437 |
+
"step": 204
|
1438 |
+
},
|
1439 |
+
{
|
1440 |
+
"epoch": 6.273417721518987,
|
1441 |
+
"grad_norm": 0.2874470897266895,
|
1442 |
+
"learning_rate": 4.3771438406559173e-07,
|
1443 |
+
"loss": 0.4349,
|
1444 |
+
"step": 205
|
1445 |
+
},
|
1446 |
+
{
|
1447 |
+
"epoch": 6.30379746835443,
|
1448 |
+
"grad_norm": 0.26412647200079914,
|
1449 |
+
"learning_rate": 3.931481242315993e-07,
|
1450 |
+
"loss": 0.4029,
|
1451 |
+
"step": 206
|
1452 |
+
},
|
1453 |
+
{
|
1454 |
+
"epoch": 6.334177215189873,
|
1455 |
+
"grad_norm": 0.2646054459980379,
|
1456 |
+
"learning_rate": 3.5092868495520294e-07,
|
1457 |
+
"loss": 0.4145,
|
1458 |
+
"step": 207
|
1459 |
+
},
|
1460 |
+
{
|
1461 |
+
"epoch": 6.364556962025317,
|
1462 |
+
"grad_norm": 0.2659799634441224,
|
1463 |
+
"learning_rate": 3.110663798593616e-07,
|
1464 |
+
"loss": 0.418,
|
1465 |
+
"step": 208
|
1466 |
+
},
|
1467 |
+
{
|
1468 |
+
"epoch": 6.39493670886076,
|
1469 |
+
"grad_norm": 0.2623267608394282,
|
1470 |
+
"learning_rate": 2.735709467518699e-07,
|
1471 |
+
"loss": 0.4042,
|
1472 |
+
"step": 209
|
1473 |
+
},
|
1474 |
+
{
|
1475 |
+
"epoch": 6.425316455696202,
|
1476 |
+
"grad_norm": 0.2617645025637951,
|
1477 |
+
"learning_rate": 2.384515452465475e-07,
|
1478 |
+
"loss": 0.4128,
|
1479 |
+
"step": 210
|
1480 |
+
},
|
1481 |
+
{
|
1482 |
+
"epoch": 6.455696202531645,
|
1483 |
+
"grad_norm": 0.26591127350116806,
|
1484 |
+
"learning_rate": 2.0571675452567997e-07,
|
1485 |
+
"loss": 0.4122,
|
1486 |
+
"step": 211
|
1487 |
+
},
|
1488 |
+
{
|
1489 |
+
"epoch": 6.4860759493670885,
|
1490 |
+
"grad_norm": 0.27532228696692224,
|
1491 |
+
"learning_rate": 1.7537457124423896e-07,
|
1492 |
+
"loss": 0.3779,
|
1493 |
+
"step": 212
|
1494 |
+
},
|
1495 |
+
{
|
1496 |
+
"epoch": 6.516455696202532,
|
1497 |
+
"grad_norm": 0.26203233755226674,
|
1498 |
+
"learning_rate": 1.474324075764111e-07,
|
1499 |
+
"loss": 0.443,
|
1500 |
+
"step": 213
|
1501 |
+
},
|
1502 |
+
{
|
1503 |
+
"epoch": 6.546835443037975,
|
1504 |
+
"grad_norm": 0.25757965512085385,
|
1505 |
+
"learning_rate": 1.2189708940490653e-07,
|
1506 |
+
"loss": 0.4145,
|
1507 |
+
"step": 214
|
1508 |
+
},
|
1509 |
+
{
|
1510 |
+
"epoch": 6.577215189873417,
|
1511 |
+
"grad_norm": 0.2613209110272671,
|
1512 |
+
"learning_rate": 9.877485465349057e-08,
|
1513 |
+
"loss": 0.3905,
|
1514 |
+
"step": 215
|
1515 |
+
},
|
1516 |
+
{
|
1517 |
+
"epoch": 6.6075949367088604,
|
1518 |
+
"grad_norm": 0.2519170639102504,
|
1519 |
+
"learning_rate": 7.807135176314707e-08,
|
1520 |
+
"loss": 0.4085,
|
1521 |
+
"step": 216
|
1522 |
+
},
|
1523 |
+
{
|
1524 |
+
"epoch": 6.637974683544304,
|
1525 |
+
"grad_norm": 0.24438392739562492,
|
1526 |
+
"learning_rate": 5.979163831223988e-08,
|
1527 |
+
"loss": 0.4258,
|
1528 |
+
"step": 217
|
1529 |
+
},
|
1530 |
+
{
|
1531 |
+
"epoch": 6.668354430379747,
|
1532 |
+
"grad_norm": 0.2536295638578462,
|
1533 |
+
"learning_rate": 4.394017978101905e-08,
|
1534 |
+
"loss": 0.4127,
|
1535 |
+
"step": 218
|
1536 |
+
},
|
1537 |
+
{
|
1538 |
+
"epoch": 6.69873417721519,
|
1539 |
+
"grad_norm": 0.2570457241324836,
|
1540 |
+
"learning_rate": 3.0520848460765525e-08,
|
1541 |
+
"loss": 0.3992,
|
1542 |
+
"step": 219
|
1543 |
+
},
|
1544 |
+
{
|
1545 |
+
"epoch": 6.729113924050633,
|
1546 |
+
"grad_norm": 0.2536219939867599,
|
1547 |
+
"learning_rate": 1.9536922507841227e-08,
|
1548 |
+
"loss": 0.422,
|
1549 |
+
"step": 220
|
1550 |
+
},
|
1551 |
+
{
|
1552 |
+
"epoch": 6.759493670886076,
|
1553 |
+
"grad_norm": 0.25415764955911446,
|
1554 |
+
"learning_rate": 1.099108514288627e-08,
|
1555 |
+
"loss": 0.4238,
|
1556 |
+
"step": 221
|
1557 |
+
},
|
1558 |
+
{
|
1559 |
+
"epoch": 6.789873417721519,
|
1560 |
+
"grad_norm": 0.24830908986197972,
|
1561 |
+
"learning_rate": 4.885423995341088e-09,
|
1562 |
+
"loss": 0.4014,
|
1563 |
+
"step": 222
|
1564 |
+
},
|
1565 |
+
{
|
1566 |
+
"epoch": 6.820253164556962,
|
1567 |
+
"grad_norm": 0.25648407967859543,
|
1568 |
+
"learning_rate": 1.2214305934699078e-09,
|
1569 |
+
"loss": 0.4106,
|
1570 |
+
"step": 223
|
1571 |
+
},
|
1572 |
+
{
|
1573 |
+
"epoch": 6.850632911392405,
|
1574 |
+
"grad_norm": 0.2554381724771437,
|
1575 |
+
"learning_rate": 0.0,
|
1576 |
+
"loss": 0.4012,
|
1577 |
+
"step": 224
|
1578 |
+
},
|
1579 |
+
{
|
1580 |
+
"epoch": 6.850632911392405,
|
1581 |
+
"step": 224,
|
1582 |
+
"total_flos": 9.044784202163159e+17,
|
1583 |
+
"train_loss": 0.5620472518993276,
|
1584 |
+
"train_runtime": 27740.3413,
|
1585 |
+
"train_samples_per_second": 0.797,
|
1586 |
+
"train_steps_per_second": 0.008
|
1587 |
+
}
|
1588 |
+
],
|
1589 |
+
"logging_steps": 1,
|
1590 |
+
"max_steps": 224,
|
1591 |
+
"num_input_tokens_seen": 0,
|
1592 |
+
"num_train_epochs": 7,
|
1593 |
+
"save_steps": 500,
|
1594 |
+
"stateful_callbacks": {
|
1595 |
+
"TrainerControl": {
|
1596 |
+
"args": {
|
1597 |
+
"should_epoch_stop": false,
|
1598 |
+
"should_evaluate": false,
|
1599 |
+
"should_log": false,
|
1600 |
+
"should_save": true,
|
1601 |
+
"should_training_stop": true
|
1602 |
+
},
|
1603 |
+
"attributes": {}
|
1604 |
+
}
|
1605 |
+
},
|
1606 |
+
"total_flos": 9.044784202163159e+17,
|
1607 |
+
"train_batch_size": 1,
|
1608 |
+
"trial_name": null,
|
1609 |
+
"trial_params": null
|
1610 |
+
}
|
training_loss.png
ADDED
![]() |