Model save
Browse files
README.md
ADDED
@@ -0,0 +1,84 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
base_model: mistralai/Mistral-7B-v0.1
|
4 |
+
tags:
|
5 |
+
- trl
|
6 |
+
- dpo
|
7 |
+
- generated_from_trainer
|
8 |
+
model-index:
|
9 |
+
- name: zephyr-7b-dpo-qlora-fsdp
|
10 |
+
results: []
|
11 |
+
---
|
12 |
+
|
13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
14 |
+
should probably proofread and complete it, then remove this comment. -->
|
15 |
+
|
16 |
+
# zephyr-7b-dpo-qlora-fsdp
|
17 |
+
|
18 |
+
This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on an unknown dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 0.8742
|
21 |
+
- Rewards/chosen: 0.0082
|
22 |
+
- Rewards/rejected: 0.0003
|
23 |
+
- Rewards/accuracies: 0.6726
|
24 |
+
- Rewards/margins: 0.0079
|
25 |
+
- Logps/rejected: -242.3632
|
26 |
+
- Logps/chosen: -266.8597
|
27 |
+
- Logits/rejected: -2.3743
|
28 |
+
- Logits/chosen: -2.4108
|
29 |
+
|
30 |
+
## Model description
|
31 |
+
|
32 |
+
More information needed
|
33 |
+
|
34 |
+
## Intended uses & limitations
|
35 |
+
|
36 |
+
More information needed
|
37 |
+
|
38 |
+
## Training and evaluation data
|
39 |
+
|
40 |
+
More information needed
|
41 |
+
|
42 |
+
## Training procedure
|
43 |
+
|
44 |
+
### Training hyperparameters
|
45 |
+
|
46 |
+
The following hyperparameters were used during training:
|
47 |
+
- learning_rate: 5e-06
|
48 |
+
- train_batch_size: 10
|
49 |
+
- eval_batch_size: 8
|
50 |
+
- seed: 42
|
51 |
+
- distributed_type: multi-GPU
|
52 |
+
- num_devices: 6
|
53 |
+
- gradient_accumulation_steps: 4
|
54 |
+
- total_train_batch_size: 240
|
55 |
+
- total_eval_batch_size: 48
|
56 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
57 |
+
- lr_scheduler_type: cosine
|
58 |
+
- lr_scheduler_warmup_ratio: 0.1
|
59 |
+
- num_epochs: 5
|
60 |
+
|
61 |
+
### Training results
|
62 |
+
|
63 |
+
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|
64 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
|
65 |
+
| 0.2536 | 0.39 | 100 | 0.2792 | 0.0024 | 0.0006 | 0.6042 | 0.0019 | -242.3385 | -267.4340 | -2.3735 | -2.4122 |
|
66 |
+
| 0.5352 | 0.79 | 200 | 0.5010 | 0.0011 | -0.0019 | 0.5744 | 0.0030 | -242.5832 | -267.5640 | -2.3629 | -2.4014 |
|
67 |
+
| 0.3676 | 1.18 | 300 | 0.8293 | 0.0079 | 0.0027 | 0.5982 | 0.0052 | -242.1211 | -266.8856 | -2.3788 | -2.4168 |
|
68 |
+
| 0.366 | 1.57 | 400 | 0.8239 | 0.0065 | 0.0007 | 0.6399 | 0.0058 | -242.3221 | -267.0256 | -2.3774 | -2.4146 |
|
69 |
+
| 0.292 | 1.96 | 500 | 0.8146 | 0.0050 | -0.0005 | 0.6399 | 0.0055 | -242.4462 | -267.1794 | -2.3978 | -2.4343 |
|
70 |
+
| 0.1355 | 2.36 | 600 | 0.9651 | 0.0047 | -0.0013 | 0.6161 | 0.0060 | -242.5212 | -267.2061 | -2.3796 | -2.4178 |
|
71 |
+
| 0.1327 | 2.75 | 700 | 0.9985 | 0.0046 | -0.0019 | 0.6339 | 0.0065 | -242.5883 | -267.2230 | -2.3690 | -2.4066 |
|
72 |
+
| 0.0389 | 3.14 | 800 | 0.8932 | 0.0080 | 0.0003 | 0.6518 | 0.0078 | -242.3696 | -266.8748 | -2.3563 | -2.3947 |
|
73 |
+
| 0.029 | 3.53 | 900 | 0.9392 | 0.0090 | 0.0008 | 0.6577 | 0.0082 | -242.3114 | -266.7798 | -2.3752 | -2.4118 |
|
74 |
+
| 0.0198 | 3.93 | 1000 | 0.8200 | 0.0087 | 0.0010 | 0.6577 | 0.0077 | -242.2917 | -266.8047 | -2.3780 | -2.4145 |
|
75 |
+
| 0.0059 | 4.32 | 1100 | 0.8904 | 0.0080 | 0.0002 | 0.6577 | 0.0078 | -242.3739 | -266.8760 | -2.3744 | -2.4108 |
|
76 |
+
| 0.0042 | 4.71 | 1200 | 0.8779 | 0.0080 | 0.0001 | 0.6518 | 0.0080 | -242.3892 | -266.8771 | -2.3753 | -2.4119 |
|
77 |
+
|
78 |
+
|
79 |
+
### Framework versions
|
80 |
+
|
81 |
+
- Transformers 4.38.1
|
82 |
+
- Pytorch 2.2.0+cu118
|
83 |
+
- Datasets 2.17.1
|
84 |
+
- Tokenizers 0.15.2
|
all_results.json
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 4.99,
|
3 |
+
"eval_logits/chosen": -2.4107861518859863,
|
4 |
+
"eval_logits/rejected": -2.3742854595184326,
|
5 |
+
"eval_logps/chosen": -266.8597106933594,
|
6 |
+
"eval_logps/rejected": -242.3632049560547,
|
7 |
+
"eval_loss": 0.8742221593856812,
|
8 |
+
"eval_rewards/accuracies": 0.6726190447807312,
|
9 |
+
"eval_rewards/chosen": 0.008189404383301735,
|
10 |
+
"eval_rewards/margins": 0.007871923968195915,
|
11 |
+
"eval_rewards/rejected": 0.00031748018227517605,
|
12 |
+
"eval_runtime": 123.0411,
|
13 |
+
"eval_samples": 2000,
|
14 |
+
"eval_samples_per_second": 16.255,
|
15 |
+
"eval_steps_per_second": 0.341,
|
16 |
+
"train_loss": 0.164279118501603,
|
17 |
+
"train_runtime": 43545.4617,
|
18 |
+
"train_samples": 61135,
|
19 |
+
"train_samples_per_second": 7.02,
|
20 |
+
"train_steps_per_second": 0.029
|
21 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 4.99,
|
3 |
+
"eval_logits/chosen": -2.4107861518859863,
|
4 |
+
"eval_logits/rejected": -2.3742854595184326,
|
5 |
+
"eval_logps/chosen": -266.8597106933594,
|
6 |
+
"eval_logps/rejected": -242.3632049560547,
|
7 |
+
"eval_loss": 0.8742221593856812,
|
8 |
+
"eval_rewards/accuracies": 0.6726190447807312,
|
9 |
+
"eval_rewards/chosen": 0.008189404383301735,
|
10 |
+
"eval_rewards/margins": 0.007871923968195915,
|
11 |
+
"eval_rewards/rejected": 0.00031748018227517605,
|
12 |
+
"eval_runtime": 123.0411,
|
13 |
+
"eval_samples": 2000,
|
14 |
+
"eval_samples_per_second": 16.255,
|
15 |
+
"eval_steps_per_second": 0.341
|
16 |
+
}
|
runs/Mar06_00-00-06_cccxc539/events.out.tfevents.1709701229.cccxc539.1019244.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c428a82cc6e745afb3d9611205f5e9b3a342637d67b1f68fe33b9ce467d3035b
|
3 |
+
size 101896
|
runs/Mar06_00-00-06_cccxc539/events.out.tfevents.1709744897.cccxc539.1019244.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cf7e4a06846219d38f0f9bf38ebce3503f87ab77336ec0cdf702f91bc67db13f
|
3 |
+
size 828
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 4.99,
|
3 |
+
"train_loss": 0.164279118501603,
|
4 |
+
"train_runtime": 43545.4617,
|
5 |
+
"train_samples": 61135,
|
6 |
+
"train_samples_per_second": 7.02,
|
7 |
+
"train_steps_per_second": 0.029
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,2142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 4.985279685966634,
|
5 |
+
"eval_steps": 100,
|
6 |
+
"global_step": 1270,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.0,
|
13 |
+
"grad_norm": 2.734375,
|
14 |
+
"learning_rate": 3.9370078740157486e-08,
|
15 |
+
"logits/chosen": -2.356706142425537,
|
16 |
+
"logits/rejected": -2.3367161750793457,
|
17 |
+
"logps/chosen": -287.937255859375,
|
18 |
+
"logps/rejected": -266.50421142578125,
|
19 |
+
"loss": 0.0001,
|
20 |
+
"rewards/accuracies": 0.0,
|
21 |
+
"rewards/chosen": 0.0,
|
22 |
+
"rewards/margins": 0.0,
|
23 |
+
"rewards/rejected": 0.0,
|
24 |
+
"step": 1
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 0.04,
|
28 |
+
"grad_norm": 106.5,
|
29 |
+
"learning_rate": 3.937007874015748e-07,
|
30 |
+
"logits/chosen": -2.3996241092681885,
|
31 |
+
"logits/rejected": -2.353182554244995,
|
32 |
+
"logps/chosen": -273.30889892578125,
|
33 |
+
"logps/rejected": -240.43850708007812,
|
34 |
+
"loss": 0.118,
|
35 |
+
"rewards/accuracies": 0.46388885378837585,
|
36 |
+
"rewards/chosen": 0.00026795046869665384,
|
37 |
+
"rewards/margins": 0.00038285815389826894,
|
38 |
+
"rewards/rejected": -0.00011490769247757271,
|
39 |
+
"step": 10
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.08,
|
43 |
+
"grad_norm": 129.0,
|
44 |
+
"learning_rate": 7.874015748031496e-07,
|
45 |
+
"logits/chosen": -2.38779878616333,
|
46 |
+
"logits/rejected": -2.3378489017486572,
|
47 |
+
"logps/chosen": -266.8452453613281,
|
48 |
+
"logps/rejected": -258.0478515625,
|
49 |
+
"loss": 0.1346,
|
50 |
+
"rewards/accuracies": 0.5525000095367432,
|
51 |
+
"rewards/chosen": 0.0013033099239692092,
|
52 |
+
"rewards/margins": 0.0008336402243003249,
|
53 |
+
"rewards/rejected": 0.0004696696996688843,
|
54 |
+
"step": 20
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 0.12,
|
58 |
+
"grad_norm": 108.0,
|
59 |
+
"learning_rate": 1.1811023622047246e-06,
|
60 |
+
"logits/chosen": -2.43515682220459,
|
61 |
+
"logits/rejected": -2.382305145263672,
|
62 |
+
"logps/chosen": -299.69366455078125,
|
63 |
+
"logps/rejected": -271.0403747558594,
|
64 |
+
"loss": 0.1585,
|
65 |
+
"rewards/accuracies": 0.4999999403953552,
|
66 |
+
"rewards/chosen": 0.002506708027794957,
|
67 |
+
"rewards/margins": 0.0005399176734499633,
|
68 |
+
"rewards/rejected": 0.0019667900633066893,
|
69 |
+
"step": 30
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 0.16,
|
73 |
+
"grad_norm": 95.0,
|
74 |
+
"learning_rate": 1.5748031496062992e-06,
|
75 |
+
"logits/chosen": -2.3607640266418457,
|
76 |
+
"logits/rejected": -2.313088893890381,
|
77 |
+
"logps/chosen": -288.7026672363281,
|
78 |
+
"logps/rejected": -253.4452667236328,
|
79 |
+
"loss": 0.1404,
|
80 |
+
"rewards/accuracies": 0.5774999856948853,
|
81 |
+
"rewards/chosen": 0.002137306611984968,
|
82 |
+
"rewards/margins": 0.0012014020467177033,
|
83 |
+
"rewards/rejected": 0.0009359045652672648,
|
84 |
+
"step": 40
|
85 |
+
},
|
86 |
+
{
|
87 |
+
"epoch": 0.2,
|
88 |
+
"grad_norm": 109.0,
|
89 |
+
"learning_rate": 1.968503937007874e-06,
|
90 |
+
"logits/chosen": -2.407731533050537,
|
91 |
+
"logits/rejected": -2.3856372833251953,
|
92 |
+
"logps/chosen": -267.39801025390625,
|
93 |
+
"logps/rejected": -264.8341064453125,
|
94 |
+
"loss": 0.1726,
|
95 |
+
"rewards/accuracies": 0.6200000047683716,
|
96 |
+
"rewards/chosen": 0.0022850066889077425,
|
97 |
+
"rewards/margins": 0.0014212832320481539,
|
98 |
+
"rewards/rejected": 0.0008637232822366059,
|
99 |
+
"step": 50
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 0.24,
|
103 |
+
"grad_norm": 135.0,
|
104 |
+
"learning_rate": 2.362204724409449e-06,
|
105 |
+
"logits/chosen": -2.3825833797454834,
|
106 |
+
"logits/rejected": -2.3412365913391113,
|
107 |
+
"logps/chosen": -272.9526672363281,
|
108 |
+
"logps/rejected": -239.8430633544922,
|
109 |
+
"loss": 0.1314,
|
110 |
+
"rewards/accuracies": 0.6150000095367432,
|
111 |
+
"rewards/chosen": 0.002347386907786131,
|
112 |
+
"rewards/margins": 0.001956633059307933,
|
113 |
+
"rewards/rejected": 0.00039075379027053714,
|
114 |
+
"step": 60
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.27,
|
118 |
+
"grad_norm": 89.5,
|
119 |
+
"learning_rate": 2.755905511811024e-06,
|
120 |
+
"logits/chosen": -2.382422924041748,
|
121 |
+
"logits/rejected": -2.3432180881500244,
|
122 |
+
"logps/chosen": -273.59881591796875,
|
123 |
+
"logps/rejected": -257.91790771484375,
|
124 |
+
"loss": 0.1777,
|
125 |
+
"rewards/accuracies": 0.6025000214576721,
|
126 |
+
"rewards/chosen": 0.002635209821164608,
|
127 |
+
"rewards/margins": 0.0014770927373319864,
|
128 |
+
"rewards/rejected": 0.0011581169674172997,
|
129 |
+
"step": 70
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.31,
|
133 |
+
"grad_norm": 125.0,
|
134 |
+
"learning_rate": 3.1496062992125985e-06,
|
135 |
+
"logits/chosen": -2.394813060760498,
|
136 |
+
"logits/rejected": -2.3611693382263184,
|
137 |
+
"logps/chosen": -279.48638916015625,
|
138 |
+
"logps/rejected": -260.6809997558594,
|
139 |
+
"loss": 0.1944,
|
140 |
+
"rewards/accuracies": 0.6100000739097595,
|
141 |
+
"rewards/chosen": 0.0013221392873674631,
|
142 |
+
"rewards/margins": 0.0018236342584714293,
|
143 |
+
"rewards/rejected": -0.0005014949128963053,
|
144 |
+
"step": 80
|
145 |
+
},
|
146 |
+
{
|
147 |
+
"epoch": 0.35,
|
148 |
+
"grad_norm": 146.0,
|
149 |
+
"learning_rate": 3.5433070866141735e-06,
|
150 |
+
"logits/chosen": -2.3927130699157715,
|
151 |
+
"logits/rejected": -2.3439621925354004,
|
152 |
+
"logps/chosen": -264.44195556640625,
|
153 |
+
"logps/rejected": -236.5146942138672,
|
154 |
+
"loss": 0.2032,
|
155 |
+
"rewards/accuracies": 0.5475000143051147,
|
156 |
+
"rewards/chosen": 0.001684651942923665,
|
157 |
+
"rewards/margins": 0.0011215232079848647,
|
158 |
+
"rewards/rejected": 0.0005631285603158176,
|
159 |
+
"step": 90
|
160 |
+
},
|
161 |
+
{
|
162 |
+
"epoch": 0.39,
|
163 |
+
"grad_norm": 145.0,
|
164 |
+
"learning_rate": 3.937007874015748e-06,
|
165 |
+
"logits/chosen": -2.4192750453948975,
|
166 |
+
"logits/rejected": -2.3637657165527344,
|
167 |
+
"logps/chosen": -280.88238525390625,
|
168 |
+
"logps/rejected": -253.8561553955078,
|
169 |
+
"loss": 0.2536,
|
170 |
+
"rewards/accuracies": 0.5900000333786011,
|
171 |
+
"rewards/chosen": 0.003346907440572977,
|
172 |
+
"rewards/margins": 0.002142687328159809,
|
173 |
+
"rewards/rejected": 0.001204220112413168,
|
174 |
+
"step": 100
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 0.39,
|
178 |
+
"eval_logits/chosen": -2.412179470062256,
|
179 |
+
"eval_logits/rejected": -2.3735485076904297,
|
180 |
+
"eval_logps/chosen": -267.4339904785156,
|
181 |
+
"eval_logps/rejected": -242.3385467529297,
|
182 |
+
"eval_loss": 0.27917271852493286,
|
183 |
+
"eval_rewards/accuracies": 0.6041666865348816,
|
184 |
+
"eval_rewards/chosen": 0.002446565078571439,
|
185 |
+
"eval_rewards/margins": 0.0018827051389962435,
|
186 |
+
"eval_rewards/rejected": 0.0005638597067445517,
|
187 |
+
"eval_runtime": 124.6972,
|
188 |
+
"eval_samples_per_second": 16.039,
|
189 |
+
"eval_steps_per_second": 0.337,
|
190 |
+
"step": 100
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 0.43,
|
194 |
+
"grad_norm": 196.0,
|
195 |
+
"learning_rate": 4.330708661417324e-06,
|
196 |
+
"logits/chosen": -2.383650064468384,
|
197 |
+
"logits/rejected": -2.345914125442505,
|
198 |
+
"logps/chosen": -298.79864501953125,
|
199 |
+
"logps/rejected": -272.7557373046875,
|
200 |
+
"loss": 0.2924,
|
201 |
+
"rewards/accuracies": 0.637499988079071,
|
202 |
+
"rewards/chosen": 0.004891454242169857,
|
203 |
+
"rewards/margins": 0.002777325687929988,
|
204 |
+
"rewards/rejected": 0.0021141283214092255,
|
205 |
+
"step": 110
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 0.47,
|
209 |
+
"grad_norm": 138.0,
|
210 |
+
"learning_rate": 4.724409448818898e-06,
|
211 |
+
"logits/chosen": -2.3592543601989746,
|
212 |
+
"logits/rejected": -2.29665470123291,
|
213 |
+
"logps/chosen": -285.70538330078125,
|
214 |
+
"logps/rejected": -253.1526336669922,
|
215 |
+
"loss": 0.3272,
|
216 |
+
"rewards/accuracies": 0.6274999380111694,
|
217 |
+
"rewards/chosen": 0.005152740981429815,
|
218 |
+
"rewards/margins": 0.0025280567351728678,
|
219 |
+
"rewards/rejected": 0.002624684479087591,
|
220 |
+
"step": 120
|
221 |
+
},
|
222 |
+
{
|
223 |
+
"epoch": 0.51,
|
224 |
+
"grad_norm": 227.0,
|
225 |
+
"learning_rate": 4.999915012051437e-06,
|
226 |
+
"logits/chosen": -2.3975679874420166,
|
227 |
+
"logits/rejected": -2.3674397468566895,
|
228 |
+
"logps/chosen": -261.0414733886719,
|
229 |
+
"logps/rejected": -249.3390350341797,
|
230 |
+
"loss": 0.3621,
|
231 |
+
"rewards/accuracies": 0.5925000309944153,
|
232 |
+
"rewards/chosen": 0.004668754059821367,
|
233 |
+
"rewards/margins": 0.0027659868355840445,
|
234 |
+
"rewards/rejected": 0.0019027665257453918,
|
235 |
+
"step": 130
|
236 |
+
},
|
237 |
+
{
|
238 |
+
"epoch": 0.55,
|
239 |
+
"grad_norm": 226.0,
|
240 |
+
"learning_rate": 4.9984042759305375e-06,
|
241 |
+
"logits/chosen": -2.4002552032470703,
|
242 |
+
"logits/rejected": -2.34761381149292,
|
243 |
+
"logps/chosen": -273.1309509277344,
|
244 |
+
"logps/rejected": -247.2257843017578,
|
245 |
+
"loss": 0.387,
|
246 |
+
"rewards/accuracies": 0.5449999570846558,
|
247 |
+
"rewards/chosen": 0.0018628574907779694,
|
248 |
+
"rewards/margins": 0.0016136768972501159,
|
249 |
+
"rewards/rejected": 0.00024918062263168395,
|
250 |
+
"step": 140
|
251 |
+
},
|
252 |
+
{
|
253 |
+
"epoch": 0.59,
|
254 |
+
"grad_norm": 196.0,
|
255 |
+
"learning_rate": 4.9950062323425556e-06,
|
256 |
+
"logits/chosen": -2.3986167907714844,
|
257 |
+
"logits/rejected": -2.358851194381714,
|
258 |
+
"logps/chosen": -271.7406921386719,
|
259 |
+
"logps/rejected": -249.7233428955078,
|
260 |
+
"loss": 0.3955,
|
261 |
+
"rewards/accuracies": 0.6075000166893005,
|
262 |
+
"rewards/chosen": 0.00026552577037364244,
|
263 |
+
"rewards/margins": 0.0028056656010448933,
|
264 |
+
"rewards/rejected": -0.002540139714255929,
|
265 |
+
"step": 150
|
266 |
+
},
|
267 |
+
{
|
268 |
+
"epoch": 0.63,
|
269 |
+
"grad_norm": 190.0,
|
270 |
+
"learning_rate": 4.989723448187132e-06,
|
271 |
+
"logits/chosen": -2.3923754692077637,
|
272 |
+
"logits/rejected": -2.3684566020965576,
|
273 |
+
"logps/chosen": -285.33184814453125,
|
274 |
+
"logps/rejected": -282.5887756347656,
|
275 |
+
"loss": 0.4099,
|
276 |
+
"rewards/accuracies": 0.5924999713897705,
|
277 |
+
"rewards/chosen": 0.0046120877377688885,
|
278 |
+
"rewards/margins": 0.0034965365193784237,
|
279 |
+
"rewards/rejected": 0.0011155509855598211,
|
280 |
+
"step": 160
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 0.67,
|
284 |
+
"grad_norm": 222.0,
|
285 |
+
"learning_rate": 4.982559914106645e-06,
|
286 |
+
"logits/chosen": -2.416792392730713,
|
287 |
+
"logits/rejected": -2.3636841773986816,
|
288 |
+
"logps/chosen": -297.1885681152344,
|
289 |
+
"logps/rejected": -281.99481201171875,
|
290 |
+
"loss": 0.5527,
|
291 |
+
"rewards/accuracies": 0.6299999952316284,
|
292 |
+
"rewards/chosen": 0.004418404307216406,
|
293 |
+
"rewards/margins": 0.0038651120848953724,
|
294 |
+
"rewards/rejected": 0.0005532926879823208,
|
295 |
+
"step": 170
|
296 |
+
},
|
297 |
+
{
|
298 |
+
"epoch": 0.71,
|
299 |
+
"grad_norm": 189.0,
|
300 |
+
"learning_rate": 4.973521041471662e-06,
|
301 |
+
"logits/chosen": -2.443068504333496,
|
302 |
+
"logits/rejected": -2.4043824672698975,
|
303 |
+
"logps/chosen": -284.85546875,
|
304 |
+
"logps/rejected": -246.3272705078125,
|
305 |
+
"loss": 0.467,
|
306 |
+
"rewards/accuracies": 0.5925000309944153,
|
307 |
+
"rewards/chosen": 0.003813292132690549,
|
308 |
+
"rewards/margins": 0.0034597956109791994,
|
309 |
+
"rewards/rejected": 0.00035349628888070583,
|
310 |
+
"step": 180
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 0.75,
|
314 |
+
"grad_norm": 186.0,
|
315 |
+
"learning_rate": 4.962613658293158e-06,
|
316 |
+
"logits/chosen": -2.364473581314087,
|
317 |
+
"logits/rejected": -2.336862802505493,
|
318 |
+
"logps/chosen": -260.23297119140625,
|
319 |
+
"logps/rejected": -244.9732666015625,
|
320 |
+
"loss": 0.4326,
|
321 |
+
"rewards/accuracies": 0.6074999570846558,
|
322 |
+
"rewards/chosen": 0.0008181848679669201,
|
323 |
+
"rewards/margins": 0.003228846937417984,
|
324 |
+
"rewards/rejected": -0.0024106616619974375,
|
325 |
+
"step": 190
|
326 |
+
},
|
327 |
+
{
|
328 |
+
"epoch": 0.79,
|
329 |
+
"grad_norm": 196.0,
|
330 |
+
"learning_rate": 4.949846004064605e-06,
|
331 |
+
"logits/chosen": -2.414769411087036,
|
332 |
+
"logits/rejected": -2.394395351409912,
|
333 |
+
"logps/chosen": -281.43670654296875,
|
334 |
+
"logps/rejected": -265.92974853515625,
|
335 |
+
"loss": 0.5352,
|
336 |
+
"rewards/accuracies": 0.5974999666213989,
|
337 |
+
"rewards/chosen": 0.00015548830560874194,
|
338 |
+
"rewards/margins": 0.003786542685702443,
|
339 |
+
"rewards/rejected": -0.003631054190918803,
|
340 |
+
"step": 200
|
341 |
+
},
|
342 |
+
{
|
343 |
+
"epoch": 0.79,
|
344 |
+
"eval_logits/chosen": -2.4014458656311035,
|
345 |
+
"eval_logits/rejected": -2.362912893295288,
|
346 |
+
"eval_logps/chosen": -267.5639953613281,
|
347 |
+
"eval_logps/rejected": -242.58323669433594,
|
348 |
+
"eval_loss": 0.5010271072387695,
|
349 |
+
"eval_rewards/accuracies": 0.574404776096344,
|
350 |
+
"eval_rewards/chosen": 0.0011464261915534735,
|
351 |
+
"eval_rewards/margins": 0.003029454033821821,
|
352 |
+
"eval_rewards/rejected": -0.001883027609437704,
|
353 |
+
"eval_runtime": 123.1297,
|
354 |
+
"eval_samples_per_second": 16.243,
|
355 |
+
"eval_steps_per_second": 0.341,
|
356 |
+
"step": 200
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 0.82,
|
360 |
+
"grad_norm": 254.0,
|
361 |
+
"learning_rate": 4.935227723537811e-06,
|
362 |
+
"logits/chosen": -2.406309127807617,
|
363 |
+
"logits/rejected": -2.360525131225586,
|
364 |
+
"logps/chosen": -296.66070556640625,
|
365 |
+
"logps/rejected": -266.5440979003906,
|
366 |
+
"loss": 0.5154,
|
367 |
+
"rewards/accuracies": 0.6399999856948853,
|
368 |
+
"rewards/chosen": 0.0017778485780581832,
|
369 |
+
"rewards/margins": 0.004943528212606907,
|
370 |
+
"rewards/rejected": -0.0031656797509640455,
|
371 |
+
"step": 210
|
372 |
+
},
|
373 |
+
{
|
374 |
+
"epoch": 0.86,
|
375 |
+
"grad_norm": 288.0,
|
376 |
+
"learning_rate": 4.918769859437233e-06,
|
377 |
+
"logits/chosen": -2.3826467990875244,
|
378 |
+
"logits/rejected": -2.3224892616271973,
|
379 |
+
"logps/chosen": -274.14825439453125,
|
380 |
+
"logps/rejected": -252.51400756835938,
|
381 |
+
"loss": 0.5475,
|
382 |
+
"rewards/accuracies": 0.6050000190734863,
|
383 |
+
"rewards/chosen": 0.004731293302029371,
|
384 |
+
"rewards/margins": 0.0043090214021503925,
|
385 |
+
"rewards/rejected": 0.0004222726565785706,
|
386 |
+
"step": 220
|
387 |
+
},
|
388 |
+
{
|
389 |
+
"epoch": 0.9,
|
390 |
+
"grad_norm": 182.0,
|
391 |
+
"learning_rate": 4.900484844118235e-06,
|
392 |
+
"logits/chosen": -2.3914456367492676,
|
393 |
+
"logits/rejected": -2.3371217250823975,
|
394 |
+
"logps/chosen": -280.33282470703125,
|
395 |
+
"logps/rejected": -240.6001739501953,
|
396 |
+
"loss": 0.561,
|
397 |
+
"rewards/accuracies": 0.6175000071525574,
|
398 |
+
"rewards/chosen": 0.002294857520610094,
|
399 |
+
"rewards/margins": 0.0033697611652314663,
|
400 |
+
"rewards/rejected": -0.0010749038774520159,
|
401 |
+
"step": 230
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 0.94,
|
405 |
+
"grad_norm": 196.0,
|
406 |
+
"learning_rate": 4.880386490175634e-06,
|
407 |
+
"logits/chosen": -2.359574794769287,
|
408 |
+
"logits/rejected": -2.327416181564331,
|
409 |
+
"logps/chosen": -290.989013671875,
|
410 |
+
"logps/rejected": -268.49395751953125,
|
411 |
+
"loss": 0.5661,
|
412 |
+
"rewards/accuracies": 0.5975000262260437,
|
413 |
+
"rewards/chosen": -0.00016075666644610465,
|
414 |
+
"rewards/margins": 0.003780897008255124,
|
415 |
+
"rewards/rejected": -0.003941653296351433,
|
416 |
+
"step": 240
|
417 |
+
},
|
418 |
+
{
|
419 |
+
"epoch": 0.98,
|
420 |
+
"grad_norm": 232.0,
|
421 |
+
"learning_rate": 4.8584899800095865e-06,
|
422 |
+
"logits/chosen": -2.4217326641082764,
|
423 |
+
"logits/rejected": -2.3503971099853516,
|
424 |
+
"logps/chosen": -288.73858642578125,
|
425 |
+
"logps/rejected": -258.19317626953125,
|
426 |
+
"loss": 0.5762,
|
427 |
+
"rewards/accuracies": 0.6399999856948853,
|
428 |
+
"rewards/chosen": 0.00230691721662879,
|
429 |
+
"rewards/margins": 0.004124250262975693,
|
430 |
+
"rewards/rejected": -0.0018173331627622247,
|
431 |
+
"step": 250
|
432 |
+
},
|
433 |
+
{
|
434 |
+
"epoch": 1.02,
|
435 |
+
"grad_norm": 162.0,
|
436 |
+
"learning_rate": 4.834811854356729e-06,
|
437 |
+
"logits/chosen": -2.406905174255371,
|
438 |
+
"logits/rejected": -2.3617682456970215,
|
439 |
+
"logps/chosen": -266.1622619628906,
|
440 |
+
"logps/rejected": -245.754150390625,
|
441 |
+
"loss": 0.4313,
|
442 |
+
"rewards/accuracies": 0.6574999690055847,
|
443 |
+
"rewards/chosen": 0.006862832698971033,
|
444 |
+
"rewards/margins": 0.010333456099033356,
|
445 |
+
"rewards/rejected": -0.0034706243313848972,
|
446 |
+
"step": 260
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 1.06,
|
450 |
+
"grad_norm": 119.0,
|
451 |
+
"learning_rate": 4.809369999795219e-06,
|
452 |
+
"logits/chosen": -2.367124080657959,
|
453 |
+
"logits/rejected": -2.352210760116577,
|
454 |
+
"logps/chosen": -271.3493957519531,
|
455 |
+
"logps/rejected": -274.4390563964844,
|
456 |
+
"loss": 0.2246,
|
457 |
+
"rewards/accuracies": 0.7775000333786011,
|
458 |
+
"rewards/chosen": 0.011581487953662872,
|
459 |
+
"rewards/margins": 0.02090141549706459,
|
460 |
+
"rewards/rejected": -0.009319926612079144,
|
461 |
+
"step": 270
|
462 |
+
},
|
463 |
+
{
|
464 |
+
"epoch": 1.1,
|
465 |
+
"grad_norm": 152.0,
|
466 |
+
"learning_rate": 4.7821836352331235e-06,
|
467 |
+
"logits/chosen": -2.4189422130584717,
|
468 |
+
"logits/rejected": -2.362922430038452,
|
469 |
+
"logps/chosen": -276.532470703125,
|
470 |
+
"logps/rejected": -254.9628143310547,
|
471 |
+
"loss": 0.3068,
|
472 |
+
"rewards/accuracies": 0.7899999618530273,
|
473 |
+
"rewards/chosen": 0.010409007780253887,
|
474 |
+
"rewards/margins": 0.019158251583576202,
|
475 |
+
"rewards/rejected": -0.008749241940677166,
|
476 |
+
"step": 280
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 1.14,
|
480 |
+
"grad_norm": 122.5,
|
481 |
+
"learning_rate": 4.7532732973903525e-06,
|
482 |
+
"logits/chosen": -2.392087936401367,
|
483 |
+
"logits/rejected": -2.3331363201141357,
|
484 |
+
"logps/chosen": -281.2344970703125,
|
485 |
+
"logps/rejected": -266.2068176269531,
|
486 |
+
"loss": 0.2544,
|
487 |
+
"rewards/accuracies": 0.7375000715255737,
|
488 |
+
"rewards/chosen": 0.01263010036200285,
|
489 |
+
"rewards/margins": 0.01806234009563923,
|
490 |
+
"rewards/rejected": -0.0054322415962815285,
|
491 |
+
"step": 290
|
492 |
+
},
|
493 |
+
{
|
494 |
+
"epoch": 1.18,
|
495 |
+
"grad_norm": 177.0,
|
496 |
+
"learning_rate": 4.722660825285122e-06,
|
497 |
+
"logits/chosen": -2.413367509841919,
|
498 |
+
"logits/rejected": -2.3771374225616455,
|
499 |
+
"logps/chosen": -278.57904052734375,
|
500 |
+
"logps/rejected": -270.5982360839844,
|
501 |
+
"loss": 0.3676,
|
502 |
+
"rewards/accuracies": 0.762499988079071,
|
503 |
+
"rewards/chosen": 0.014171945862472057,
|
504 |
+
"rewards/margins": 0.020834611728787422,
|
505 |
+
"rewards/rejected": -0.0066626654006540775,
|
506 |
+
"step": 300
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 1.18,
|
510 |
+
"eval_logits/chosen": -2.416761636734009,
|
511 |
+
"eval_logits/rejected": -2.3788468837738037,
|
512 |
+
"eval_logps/chosen": -266.88555908203125,
|
513 |
+
"eval_logps/rejected": -242.12106323242188,
|
514 |
+
"eval_loss": 0.8293091654777527,
|
515 |
+
"eval_rewards/accuracies": 0.5982142686843872,
|
516 |
+
"eval_rewards/chosen": 0.00793052464723587,
|
517 |
+
"eval_rewards/margins": 0.005191552918404341,
|
518 |
+
"eval_rewards/rejected": 0.0027389726601541042,
|
519 |
+
"eval_runtime": 123.1487,
|
520 |
+
"eval_samples_per_second": 16.241,
|
521 |
+
"eval_steps_per_second": 0.341,
|
522 |
+
"step": 300
|
523 |
+
},
|
524 |
+
{
|
525 |
+
"epoch": 1.22,
|
526 |
+
"grad_norm": 140.0,
|
527 |
+
"learning_rate": 4.690369343736637e-06,
|
528 |
+
"logits/chosen": -2.4030745029449463,
|
529 |
+
"logits/rejected": -2.368807077407837,
|
530 |
+
"logps/chosen": -278.1623229980469,
|
531 |
+
"logps/rejected": -264.98541259765625,
|
532 |
+
"loss": 0.3085,
|
533 |
+
"rewards/accuracies": 0.7649999856948853,
|
534 |
+
"rewards/chosen": 0.01418610941618681,
|
535 |
+
"rewards/margins": 0.01857883669435978,
|
536 |
+
"rewards/rejected": -0.004392724949866533,
|
537 |
+
"step": 310
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 1.26,
|
541 |
+
"grad_norm": 185.0,
|
542 |
+
"learning_rate": 4.656423245896494e-06,
|
543 |
+
"logits/chosen": -2.4111828804016113,
|
544 |
+
"logits/rejected": -2.3645176887512207,
|
545 |
+
"logps/chosen": -270.58477783203125,
|
546 |
+
"logps/rejected": -256.71099853515625,
|
547 |
+
"loss": 0.2759,
|
548 |
+
"rewards/accuracies": 0.7575000524520874,
|
549 |
+
"rewards/chosen": 0.008453365415334702,
|
550 |
+
"rewards/margins": 0.01515539176762104,
|
551 |
+
"rewards/rejected": -0.0067020258866250515,
|
552 |
+
"step": 320
|
553 |
+
},
|
554 |
+
{
|
555 |
+
"epoch": 1.3,
|
556 |
+
"grad_norm": 163.0,
|
557 |
+
"learning_rate": 4.6208481748219645e-06,
|
558 |
+
"logits/chosen": -2.392019271850586,
|
559 |
+
"logits/rejected": -2.367377519607544,
|
560 |
+
"logps/chosen": -271.10015869140625,
|
561 |
+
"logps/rejected": -256.1971435546875,
|
562 |
+
"loss": 0.2666,
|
563 |
+
"rewards/accuracies": 0.7675000429153442,
|
564 |
+
"rewards/chosen": 0.007386817596852779,
|
565 |
+
"rewards/margins": 0.019648974761366844,
|
566 |
+
"rewards/rejected": -0.01226215623319149,
|
567 |
+
"step": 330
|
568 |
+
},
|
569 |
+
{
|
570 |
+
"epoch": 1.33,
|
571 |
+
"grad_norm": 142.0,
|
572 |
+
"learning_rate": 4.583671004105096e-06,
|
573 |
+
"logits/chosen": -2.3817129135131836,
|
574 |
+
"logits/rejected": -2.342694044113159,
|
575 |
+
"logps/chosen": -275.9081115722656,
|
576 |
+
"logps/rejected": -251.59848022460938,
|
577 |
+
"loss": 0.2849,
|
578 |
+
"rewards/accuracies": 0.75,
|
579 |
+
"rewards/chosen": 0.0086748655885458,
|
580 |
+
"rewards/margins": 0.01924619823694229,
|
581 |
+
"rewards/rejected": -0.010571330785751343,
|
582 |
+
"step": 340
|
583 |
+
},
|
584 |
+
{
|
585 |
+
"epoch": 1.37,
|
586 |
+
"grad_norm": 113.0,
|
587 |
+
"learning_rate": 4.544919817572262e-06,
|
588 |
+
"logits/chosen": -2.3859992027282715,
|
589 |
+
"logits/rejected": -2.325930118560791,
|
590 |
+
"logps/chosen": -272.119873046875,
|
591 |
+
"logps/rejected": -247.908935546875,
|
592 |
+
"loss": 0.2871,
|
593 |
+
"rewards/accuracies": 0.7649999856948853,
|
594 |
+
"rewards/chosen": 0.012000922113656998,
|
595 |
+
"rewards/margins": 0.019705070182681084,
|
596 |
+
"rewards/rejected": -0.007704148534685373,
|
597 |
+
"step": 350
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 1.41,
|
601 |
+
"grad_norm": 154.0,
|
602 |
+
"learning_rate": 4.504623888069497e-06,
|
603 |
+
"logits/chosen": -2.397146701812744,
|
604 |
+
"logits/rejected": -2.3492813110351562,
|
605 |
+
"logps/chosen": -271.32171630859375,
|
606 |
+
"logps/rejected": -247.8098907470703,
|
607 |
+
"loss": 0.3405,
|
608 |
+
"rewards/accuracies": 0.7600000500679016,
|
609 |
+
"rewards/chosen": 0.013489668257534504,
|
610 |
+
"rewards/margins": 0.017752837389707565,
|
611 |
+
"rewards/rejected": -0.0042631677351891994,
|
612 |
+
"step": 360
|
613 |
+
},
|
614 |
+
{
|
615 |
+
"epoch": 1.45,
|
616 |
+
"grad_norm": 139.0,
|
617 |
+
"learning_rate": 4.462813655349637e-06,
|
618 |
+
"logits/chosen": -2.372323751449585,
|
619 |
+
"logits/rejected": -2.3170628547668457,
|
620 |
+
"logps/chosen": -268.582275390625,
|
621 |
+
"logps/rejected": -245.34097290039062,
|
622 |
+
"loss": 0.3015,
|
623 |
+
"rewards/accuracies": 0.7275000214576721,
|
624 |
+
"rewards/chosen": 0.013011058792471886,
|
625 |
+
"rewards/margins": 0.018547596409916878,
|
626 |
+
"rewards/rejected": -0.005536535754799843,
|
627 |
+
"step": 370
|
628 |
+
},
|
629 |
+
{
|
630 |
+
"epoch": 1.49,
|
631 |
+
"grad_norm": 195.0,
|
632 |
+
"learning_rate": 4.419520703077975e-06,
|
633 |
+
"logits/chosen": -2.3980116844177246,
|
634 |
+
"logits/rejected": -2.3060975074768066,
|
635 |
+
"logps/chosen": -284.5008544921875,
|
636 |
+
"logps/rejected": -232.28515625,
|
637 |
+
"loss": 0.2953,
|
638 |
+
"rewards/accuracies": 0.7300000190734863,
|
639 |
+
"rewards/chosen": 0.009602969512343407,
|
640 |
+
"rewards/margins": 0.01879434660077095,
|
641 |
+
"rewards/rejected": -0.00919137429445982,
|
642 |
+
"step": 380
|
643 |
+
},
|
644 |
+
{
|
645 |
+
"epoch": 1.53,
|
646 |
+
"grad_norm": 184.0,
|
647 |
+
"learning_rate": 4.3747777349737905e-06,
|
648 |
+
"logits/chosen": -2.394030809402466,
|
649 |
+
"logits/rejected": -2.3477187156677246,
|
650 |
+
"logps/chosen": -299.9769592285156,
|
651 |
+
"logps/rejected": -268.77301025390625,
|
652 |
+
"loss": 0.318,
|
653 |
+
"rewards/accuracies": 0.7575000524520874,
|
654 |
+
"rewards/chosen": 0.011008193716406822,
|
655 |
+
"rewards/margins": 0.020197119563817978,
|
656 |
+
"rewards/rejected": -0.009188923053443432,
|
657 |
+
"step": 390
|
658 |
+
},
|
659 |
+
{
|
660 |
+
"epoch": 1.57,
|
661 |
+
"grad_norm": 153.0,
|
662 |
+
"learning_rate": 4.328618550105802e-06,
|
663 |
+
"logits/chosen": -2.3696258068084717,
|
664 |
+
"logits/rejected": -2.341409206390381,
|
665 |
+
"logps/chosen": -271.8193664550781,
|
666 |
+
"logps/rejected": -264.6459045410156,
|
667 |
+
"loss": 0.366,
|
668 |
+
"rewards/accuracies": 0.7400000691413879,
|
669 |
+
"rewards/chosen": 0.012812617234885693,
|
670 |
+
"rewards/margins": 0.018871381878852844,
|
671 |
+
"rewards/rejected": -0.006058765109628439,
|
672 |
+
"step": 400
|
673 |
+
},
|
674 |
+
{
|
675 |
+
"epoch": 1.57,
|
676 |
+
"eval_logits/chosen": -2.4146392345428467,
|
677 |
+
"eval_logits/rejected": -2.377370595932007,
|
678 |
+
"eval_logps/chosen": -267.025634765625,
|
679 |
+
"eval_logps/rejected": -242.3221435546875,
|
680 |
+
"eval_loss": 0.8238700032234192,
|
681 |
+
"eval_rewards/accuracies": 0.6398809552192688,
|
682 |
+
"eval_rewards/chosen": 0.006530104670673609,
|
683 |
+
"eval_rewards/margins": 0.005802116356790066,
|
684 |
+
"eval_rewards/rejected": 0.0007279877318069339,
|
685 |
+
"eval_runtime": 123.0966,
|
686 |
+
"eval_samples_per_second": 16.247,
|
687 |
+
"eval_steps_per_second": 0.341,
|
688 |
+
"step": 400
|
689 |
+
},
|
690 |
+
{
|
691 |
+
"epoch": 1.61,
|
692 |
+
"grad_norm": 91.0,
|
693 |
+
"learning_rate": 4.2810780173601675e-06,
|
694 |
+
"logits/chosen": -2.3998053073883057,
|
695 |
+
"logits/rejected": -2.341407060623169,
|
696 |
+
"logps/chosen": -285.62054443359375,
|
697 |
+
"logps/rejected": -247.3552703857422,
|
698 |
+
"loss": 0.3234,
|
699 |
+
"rewards/accuracies": 0.762499988079071,
|
700 |
+
"rewards/chosen": 0.008955768309533596,
|
701 |
+
"rewards/margins": 0.020532304421067238,
|
702 |
+
"rewards/rejected": -0.011576534248888493,
|
703 |
+
"step": 410
|
704 |
+
},
|
705 |
+
{
|
706 |
+
"epoch": 1.65,
|
707 |
+
"grad_norm": 174.0,
|
708 |
+
"learning_rate": 4.232192049100351e-06,
|
709 |
+
"logits/chosen": -2.411689043045044,
|
710 |
+
"logits/rejected": -2.384003162384033,
|
711 |
+
"logps/chosen": -242.8949737548828,
|
712 |
+
"logps/rejected": -236.754150390625,
|
713 |
+
"loss": 0.292,
|
714 |
+
"rewards/accuracies": 0.747499942779541,
|
715 |
+
"rewards/chosen": 0.005577466916292906,
|
716 |
+
"rewards/margins": 0.016019560396671295,
|
717 |
+
"rewards/rejected": -0.010442093946039677,
|
718 |
+
"step": 420
|
719 |
+
},
|
720 |
+
{
|
721 |
+
"epoch": 1.69,
|
722 |
+
"grad_norm": 110.0,
|
723 |
+
"learning_rate": 4.1819975740387406e-06,
|
724 |
+
"logits/chosen": -2.4044318199157715,
|
725 |
+
"logits/rejected": -2.3681979179382324,
|
726 |
+
"logps/chosen": -276.5671691894531,
|
727 |
+
"logps/rejected": -259.7832336425781,
|
728 |
+
"loss": 0.3016,
|
729 |
+
"rewards/accuracies": 0.7475000619888306,
|
730 |
+
"rewards/chosen": 0.011015561409294605,
|
731 |
+
"rewards/margins": 0.02647540345788002,
|
732 |
+
"rewards/rejected": -0.01545984111726284,
|
733 |
+
"step": 430
|
734 |
+
},
|
735 |
+
{
|
736 |
+
"epoch": 1.73,
|
737 |
+
"grad_norm": 158.0,
|
738 |
+
"learning_rate": 4.1305325093405045e-06,
|
739 |
+
"logits/chosen": -2.4186065196990967,
|
740 |
+
"logits/rejected": -2.406249523162842,
|
741 |
+
"logps/chosen": -295.4107971191406,
|
742 |
+
"logps/rejected": -280.9339294433594,
|
743 |
+
"loss": 0.4026,
|
744 |
+
"rewards/accuracies": 0.7675000429153442,
|
745 |
+
"rewards/chosen": 0.010993788950145245,
|
746 |
+
"rewards/margins": 0.020805999636650085,
|
747 |
+
"rewards/rejected": -0.00981221068650484,
|
748 |
+
"step": 440
|
749 |
+
},
|
750 |
+
{
|
751 |
+
"epoch": 1.77,
|
752 |
+
"grad_norm": 175.0,
|
753 |
+
"learning_rate": 4.077835731980775e-06,
|
754 |
+
"logits/chosen": -2.416654348373413,
|
755 |
+
"logits/rejected": -2.368619203567505,
|
756 |
+
"logps/chosen": -279.9720764160156,
|
757 |
+
"logps/rejected": -245.94345092773438,
|
758 |
+
"loss": 0.3414,
|
759 |
+
"rewards/accuracies": 0.7575000524520874,
|
760 |
+
"rewards/chosen": 0.006698101758956909,
|
761 |
+
"rewards/margins": 0.016826082020998,
|
762 |
+
"rewards/rejected": -0.010127981193363667,
|
763 |
+
"step": 450
|
764 |
+
},
|
765 |
+
{
|
766 |
+
"epoch": 1.81,
|
767 |
+
"grad_norm": 175.0,
|
768 |
+
"learning_rate": 4.02394704937677e-06,
|
769 |
+
"logits/chosen": -2.3919434547424316,
|
770 |
+
"logits/rejected": -2.3505940437316895,
|
771 |
+
"logps/chosen": -280.6643981933594,
|
772 |
+
"logps/rejected": -252.3192901611328,
|
773 |
+
"loss": 0.3603,
|
774 |
+
"rewards/accuracies": 0.7575000524520874,
|
775 |
+
"rewards/chosen": 0.00701780105009675,
|
776 |
+
"rewards/margins": 0.01795104146003723,
|
777 |
+
"rewards/rejected": -0.010933240875601768,
|
778 |
+
"step": 460
|
779 |
+
},
|
780 |
+
{
|
781 |
+
"epoch": 1.84,
|
782 |
+
"grad_norm": 176.0,
|
783 |
+
"learning_rate": 3.96890716931708e-06,
|
784 |
+
"logits/chosen": -2.381404399871826,
|
785 |
+
"logits/rejected": -2.369319438934326,
|
786 |
+
"logps/chosen": -251.976806640625,
|
787 |
+
"logps/rejected": -239.9644775390625,
|
788 |
+
"loss": 0.3975,
|
789 |
+
"rewards/accuracies": 0.7425000071525574,
|
790 |
+
"rewards/chosen": 0.00673043355345726,
|
791 |
+
"rewards/margins": 0.01468564011156559,
|
792 |
+
"rewards/rejected": -0.00795520469546318,
|
793 |
+
"step": 470
|
794 |
+
},
|
795 |
+
{
|
796 |
+
"epoch": 1.88,
|
797 |
+
"grad_norm": 129.0,
|
798 |
+
"learning_rate": 3.912757669210783e-06,
|
799 |
+
"logits/chosen": -2.4172403812408447,
|
800 |
+
"logits/rejected": -2.354468584060669,
|
801 |
+
"logps/chosen": -258.93780517578125,
|
802 |
+
"logps/rejected": -234.1327362060547,
|
803 |
+
"loss": 0.354,
|
804 |
+
"rewards/accuracies": 0.7425000071525574,
|
805 |
+
"rewards/chosen": 0.015040628612041473,
|
806 |
+
"rewards/margins": 0.020659491419792175,
|
807 |
+
"rewards/rejected": -0.005618864204734564,
|
808 |
+
"step": 480
|
809 |
+
},
|
810 |
+
{
|
811 |
+
"epoch": 1.92,
|
812 |
+
"grad_norm": 127.5,
|
813 |
+
"learning_rate": 3.855540964679658e-06,
|
814 |
+
"logits/chosen": -2.3677306175231934,
|
815 |
+
"logits/rejected": -2.323366641998291,
|
816 |
+
"logps/chosen": -239.04776000976562,
|
817 |
+
"logps/rejected": -228.19580078125,
|
818 |
+
"loss": 0.2687,
|
819 |
+
"rewards/accuracies": 0.7850000262260437,
|
820 |
+
"rewards/chosen": 0.0076850662007927895,
|
821 |
+
"rewards/margins": 0.01919684186577797,
|
822 |
+
"rewards/rejected": -0.01151177566498518,
|
823 |
+
"step": 490
|
824 |
+
},
|
825 |
+
{
|
826 |
+
"epoch": 1.96,
|
827 |
+
"grad_norm": 100.5,
|
828 |
+
"learning_rate": 3.797300277517212e-06,
|
829 |
+
"logits/chosen": -2.412917137145996,
|
830 |
+
"logits/rejected": -2.38498592376709,
|
831 |
+
"logps/chosen": -285.268310546875,
|
832 |
+
"logps/rejected": -264.0386962890625,
|
833 |
+
"loss": 0.292,
|
834 |
+
"rewards/accuracies": 0.7850000262260437,
|
835 |
+
"rewards/chosen": 0.010482062585651875,
|
836 |
+
"rewards/margins": 0.020365219563245773,
|
837 |
+
"rewards/rejected": -0.009883158840239048,
|
838 |
+
"step": 500
|
839 |
+
},
|
840 |
+
{
|
841 |
+
"epoch": 1.96,
|
842 |
+
"eval_logits/chosen": -2.4342868328094482,
|
843 |
+
"eval_logits/rejected": -2.3977575302124023,
|
844 |
+
"eval_logps/chosen": -267.17938232421875,
|
845 |
+
"eval_logps/rejected": -242.4461669921875,
|
846 |
+
"eval_loss": 0.8145859837532043,
|
847 |
+
"eval_rewards/accuracies": 0.6398809552192688,
|
848 |
+
"eval_rewards/chosen": 0.004992412868887186,
|
849 |
+
"eval_rewards/margins": 0.005504657980054617,
|
850 |
+
"eval_rewards/rejected": -0.0005122453439980745,
|
851 |
+
"eval_runtime": 123.1687,
|
852 |
+
"eval_samples_per_second": 16.238,
|
853 |
+
"eval_steps_per_second": 0.341,
|
854 |
+
"step": 500
|
855 |
+
},
|
856 |
+
{
|
857 |
+
"epoch": 2.0,
|
858 |
+
"grad_norm": 150.0,
|
859 |
+
"learning_rate": 3.7380796030387035e-06,
|
860 |
+
"logits/chosen": -2.4117255210876465,
|
861 |
+
"logits/rejected": -2.3580873012542725,
|
862 |
+
"logps/chosen": -288.262451171875,
|
863 |
+
"logps/rejected": -250.64486694335938,
|
864 |
+
"loss": 0.2919,
|
865 |
+
"rewards/accuracies": 0.7850000262260437,
|
866 |
+
"rewards/chosen": 0.012420935556292534,
|
867 |
+
"rewards/margins": 0.022166112437844276,
|
868 |
+
"rewards/rejected": -0.009745175018906593,
|
869 |
+
"step": 510
|
870 |
+
},
|
871 |
+
{
|
872 |
+
"epoch": 2.04,
|
873 |
+
"grad_norm": 72.0,
|
874 |
+
"learning_rate": 3.6779236768468647e-06,
|
875 |
+
"logits/chosen": -2.416080951690674,
|
876 |
+
"logits/rejected": -2.3825385570526123,
|
877 |
+
"logps/chosen": -266.83453369140625,
|
878 |
+
"logps/rejected": -257.94635009765625,
|
879 |
+
"loss": 0.0944,
|
880 |
+
"rewards/accuracies": 0.8500000238418579,
|
881 |
+
"rewards/chosen": 0.017391610890626907,
|
882 |
+
"rewards/margins": 0.030041953548789024,
|
883 |
+
"rewards/rejected": -0.012650340795516968,
|
884 |
+
"step": 520
|
885 |
+
},
|
886 |
+
{
|
887 |
+
"epoch": 2.08,
|
888 |
+
"grad_norm": 40.75,
|
889 |
+
"learning_rate": 3.6168779410383905e-06,
|
890 |
+
"logits/chosen": -2.4022631645202637,
|
891 |
+
"logits/rejected": -2.366995334625244,
|
892 |
+
"logps/chosen": -274.7615661621094,
|
893 |
+
"logps/rejected": -253.46835327148438,
|
894 |
+
"loss": 0.0944,
|
895 |
+
"rewards/accuracies": 0.824999988079071,
|
896 |
+
"rewards/chosen": 0.014151136390864849,
|
897 |
+
"rewards/margins": 0.029283767566084862,
|
898 |
+
"rewards/rejected": -0.015132628381252289,
|
899 |
+
"step": 530
|
900 |
+
},
|
901 |
+
{
|
902 |
+
"epoch": 2.12,
|
903 |
+
"grad_norm": 109.0,
|
904 |
+
"learning_rate": 3.554988509876747e-06,
|
905 |
+
"logits/chosen": -2.411635637283325,
|
906 |
+
"logits/rejected": -2.379657030105591,
|
907 |
+
"logps/chosen": -264.20758056640625,
|
908 |
+
"logps/rejected": -248.7351837158203,
|
909 |
+
"loss": 0.1176,
|
910 |
+
"rewards/accuracies": 0.8475000262260437,
|
911 |
+
"rewards/chosen": 0.01760762929916382,
|
912 |
+
"rewards/margins": 0.03199198096990585,
|
913 |
+
"rewards/rejected": -0.014384354464709759,
|
914 |
+
"step": 540
|
915 |
+
},
|
916 |
+
{
|
917 |
+
"epoch": 2.16,
|
918 |
+
"grad_norm": 162.0,
|
919 |
+
"learning_rate": 3.4923021349572183e-06,
|
920 |
+
"logits/chosen": -2.4204351902008057,
|
921 |
+
"logits/rejected": -2.342064619064331,
|
922 |
+
"logps/chosen": -293.338623046875,
|
923 |
+
"logps/rejected": -249.83984375,
|
924 |
+
"loss": 0.1199,
|
925 |
+
"rewards/accuracies": 0.8449999690055847,
|
926 |
+
"rewards/chosen": 0.016306212171912193,
|
927 |
+
"rewards/margins": 0.03437874838709831,
|
928 |
+
"rewards/rejected": -0.01807253621518612,
|
929 |
+
"step": 550
|
930 |
+
},
|
931 |
+
{
|
932 |
+
"epoch": 2.2,
|
933 |
+
"grad_norm": 156.0,
|
934 |
+
"learning_rate": 3.428866169890511e-06,
|
935 |
+
"logits/chosen": -2.4187042713165283,
|
936 |
+
"logits/rejected": -2.3788833618164062,
|
937 |
+
"logps/chosen": -280.169921875,
|
938 |
+
"logps/rejected": -266.49139404296875,
|
939 |
+
"loss": 0.1396,
|
940 |
+
"rewards/accuracies": 0.8550000190734863,
|
941 |
+
"rewards/chosen": 0.020975306630134583,
|
942 |
+
"rewards/margins": 0.0341680608689785,
|
943 |
+
"rewards/rejected": -0.013192756101489067,
|
944 |
+
"step": 560
|
945 |
+
},
|
946 |
+
{
|
947 |
+
"epoch": 2.24,
|
948 |
+
"grad_norm": 52.5,
|
949 |
+
"learning_rate": 3.3647285345315933e-06,
|
950 |
+
"logits/chosen": -2.426948308944702,
|
951 |
+
"logits/rejected": -2.3513236045837402,
|
952 |
+
"logps/chosen": -301.64703369140625,
|
953 |
+
"logps/rejected": -252.04910278320312,
|
954 |
+
"loss": 0.1179,
|
955 |
+
"rewards/accuracies": 0.8324999809265137,
|
956 |
+
"rewards/chosen": 0.02232900820672512,
|
957 |
+
"rewards/margins": 0.03726055473089218,
|
958 |
+
"rewards/rejected": -0.01493154652416706,
|
959 |
+
"step": 570
|
960 |
+
},
|
961 |
+
{
|
962 |
+
"epoch": 2.28,
|
963 |
+
"grad_norm": 63.0,
|
964 |
+
"learning_rate": 3.299937678780786e-06,
|
965 |
+
"logits/chosen": -2.3919901847839355,
|
966 |
+
"logits/rejected": -2.376873016357422,
|
967 |
+
"logps/chosen": -270.5113830566406,
|
968 |
+
"logps/rejected": -262.92120361328125,
|
969 |
+
"loss": 0.1103,
|
970 |
+
"rewards/accuracies": 0.8525000810623169,
|
971 |
+
"rewards/chosen": 0.01391147542744875,
|
972 |
+
"rewards/margins": 0.03057609498500824,
|
973 |
+
"rewards/rejected": -0.016664620488882065,
|
974 |
+
"step": 580
|
975 |
+
},
|
976 |
+
{
|
977 |
+
"epoch": 2.32,
|
978 |
+
"grad_norm": 38.25,
|
979 |
+
"learning_rate": 3.234542545984464e-06,
|
980 |
+
"logits/chosen": -2.3860366344451904,
|
981 |
+
"logits/rejected": -2.3532588481903076,
|
982 |
+
"logps/chosen": -279.0345764160156,
|
983 |
+
"logps/rejected": -268.3638000488281,
|
984 |
+
"loss": 0.113,
|
985 |
+
"rewards/accuracies": 0.8125,
|
986 |
+
"rewards/chosen": 0.013167209923267365,
|
987 |
+
"rewards/margins": 0.03231758996844292,
|
988 |
+
"rewards/rejected": -0.0191503819078207,
|
989 |
+
"step": 590
|
990 |
+
},
|
991 |
+
{
|
992 |
+
"epoch": 2.36,
|
993 |
+
"grad_norm": 95.5,
|
994 |
+
"learning_rate": 3.1685925359629928e-06,
|
995 |
+
"logits/chosen": -2.382845401763916,
|
996 |
+
"logits/rejected": -2.345613479614258,
|
997 |
+
"logps/chosen": -270.888427734375,
|
998 |
+
"logps/rejected": -262.33251953125,
|
999 |
+
"loss": 0.1355,
|
1000 |
+
"rewards/accuracies": 0.8575000762939453,
|
1001 |
+
"rewards/chosen": 0.01834903098642826,
|
1002 |
+
"rewards/margins": 0.034947365522384644,
|
1003 |
+
"rewards/rejected": -0.016598336398601532,
|
1004 |
+
"step": 600
|
1005 |
+
},
|
1006 |
+
{
|
1007 |
+
"epoch": 2.36,
|
1008 |
+
"eval_logits/chosen": -2.4177558422088623,
|
1009 |
+
"eval_logits/rejected": -2.3796002864837646,
|
1010 |
+
"eval_logps/chosen": -267.20611572265625,
|
1011 |
+
"eval_logps/rejected": -242.52117919921875,
|
1012 |
+
"eval_loss": 0.9650812745094299,
|
1013 |
+
"eval_rewards/accuracies": 0.6160714030265808,
|
1014 |
+
"eval_rewards/chosen": 0.004725400358438492,
|
1015 |
+
"eval_rewards/margins": 0.00598777923732996,
|
1016 |
+
"eval_rewards/rejected": -0.0012623785296455026,
|
1017 |
+
"eval_runtime": 123.1103,
|
1018 |
+
"eval_samples_per_second": 16.246,
|
1019 |
+
"eval_steps_per_second": 0.341,
|
1020 |
+
"step": 600
|
1021 |
+
},
|
1022 |
+
{
|
1023 |
+
"epoch": 2.39,
|
1024 |
+
"grad_norm": 79.5,
|
1025 |
+
"learning_rate": 3.102137467693858e-06,
|
1026 |
+
"logits/chosen": -2.3922505378723145,
|
1027 |
+
"logits/rejected": -2.3382246494293213,
|
1028 |
+
"logps/chosen": -273.4150390625,
|
1029 |
+
"logps/rejected": -258.9840393066406,
|
1030 |
+
"loss": 0.252,
|
1031 |
+
"rewards/accuracies": 0.8725000619888306,
|
1032 |
+
"rewards/chosen": 0.01791740581393242,
|
1033 |
+
"rewards/margins": 0.032240770757198334,
|
1034 |
+
"rewards/rejected": -0.014323368668556213,
|
1035 |
+
"step": 610
|
1036 |
+
},
|
1037 |
+
{
|
1038 |
+
"epoch": 2.43,
|
1039 |
+
"grad_norm": 120.0,
|
1040 |
+
"learning_rate": 3.0352275416781465e-06,
|
1041 |
+
"logits/chosen": -2.416335344314575,
|
1042 |
+
"logits/rejected": -2.379333019256592,
|
1043 |
+
"logps/chosen": -273.5201110839844,
|
1044 |
+
"logps/rejected": -258.6203918457031,
|
1045 |
+
"loss": 0.1567,
|
1046 |
+
"rewards/accuracies": 0.8400000333786011,
|
1047 |
+
"rewards/chosen": 0.02479313686490059,
|
1048 |
+
"rewards/margins": 0.0343189537525177,
|
1049 |
+
"rewards/rejected": -0.00952581875026226,
|
1050 |
+
"step": 620
|
1051 |
+
},
|
1052 |
+
{
|
1053 |
+
"epoch": 2.47,
|
1054 |
+
"grad_norm": 106.0,
|
1055 |
+
"learning_rate": 2.96791330201883e-06,
|
1056 |
+
"logits/chosen": -2.421025514602661,
|
1057 |
+
"logits/rejected": -2.3913843631744385,
|
1058 |
+
"logps/chosen": -266.0569763183594,
|
1059 |
+
"logps/rejected": -255.9671173095703,
|
1060 |
+
"loss": 0.1255,
|
1061 |
+
"rewards/accuracies": 0.8274999856948853,
|
1062 |
+
"rewards/chosen": 0.021568376570940018,
|
1063 |
+
"rewards/margins": 0.03504693880677223,
|
1064 |
+
"rewards/rejected": -0.013478565029799938,
|
1065 |
+
"step": 630
|
1066 |
+
},
|
1067 |
+
{
|
1068 |
+
"epoch": 2.51,
|
1069 |
+
"grad_norm": 94.5,
|
1070 |
+
"learning_rate": 2.9002455982394946e-06,
|
1071 |
+
"logits/chosen": -2.3834731578826904,
|
1072 |
+
"logits/rejected": -2.3404629230499268,
|
1073 |
+
"logps/chosen": -279.171630859375,
|
1074 |
+
"logps/rejected": -251.27841186523438,
|
1075 |
+
"loss": 0.1115,
|
1076 |
+
"rewards/accuracies": 0.8674999475479126,
|
1077 |
+
"rewards/chosen": 0.020785773172974586,
|
1078 |
+
"rewards/margins": 0.03259057179093361,
|
1079 |
+
"rewards/rejected": -0.011804800480604172,
|
1080 |
+
"step": 640
|
1081 |
+
},
|
1082 |
+
{
|
1083 |
+
"epoch": 2.55,
|
1084 |
+
"grad_norm": 61.0,
|
1085 |
+
"learning_rate": 2.832275546872339e-06,
|
1086 |
+
"logits/chosen": -2.401367664337158,
|
1087 |
+
"logits/rejected": -2.3691532611846924,
|
1088 |
+
"logps/chosen": -261.18377685546875,
|
1089 |
+
"logps/rejected": -267.6328125,
|
1090 |
+
"loss": 0.0953,
|
1091 |
+
"rewards/accuracies": 0.8850000500679016,
|
1092 |
+
"rewards/chosen": 0.018077706918120384,
|
1093 |
+
"rewards/margins": 0.03268102556467056,
|
1094 |
+
"rewards/rejected": -0.014603319577872753,
|
1095 |
+
"step": 650
|
1096 |
+
},
|
1097 |
+
{
|
1098 |
+
"epoch": 2.59,
|
1099 |
+
"grad_norm": 130.0,
|
1100 |
+
"learning_rate": 2.7640544928444927e-06,
|
1101 |
+
"logits/chosen": -2.418788194656372,
|
1102 |
+
"logits/rejected": -2.3343942165374756,
|
1103 |
+
"logps/chosen": -288.7831726074219,
|
1104 |
+
"logps/rejected": -252.0687713623047,
|
1105 |
+
"loss": 0.1191,
|
1106 |
+
"rewards/accuracies": 0.8675000071525574,
|
1107 |
+
"rewards/chosen": 0.020471712574362755,
|
1108 |
+
"rewards/margins": 0.03600749000906944,
|
1109 |
+
"rewards/rejected": -0.015535781159996986,
|
1110 |
+
"step": 660
|
1111 |
+
},
|
1112 |
+
{
|
1113 |
+
"epoch": 2.63,
|
1114 |
+
"grad_norm": 86.0,
|
1115 |
+
"learning_rate": 2.695633970691786e-06,
|
1116 |
+
"logits/chosen": -2.3701846599578857,
|
1117 |
+
"logits/rejected": -2.351933240890503,
|
1118 |
+
"logps/chosen": -257.39752197265625,
|
1119 |
+
"logps/rejected": -252.69287109375,
|
1120 |
+
"loss": 0.0849,
|
1121 |
+
"rewards/accuracies": 0.8550000190734863,
|
1122 |
+
"rewards/chosen": 0.019604947417974472,
|
1123 |
+
"rewards/margins": 0.031910307705402374,
|
1124 |
+
"rewards/rejected": -0.012305359356105328,
|
1125 |
+
"step": 670
|
1126 |
+
},
|
1127 |
+
{
|
1128 |
+
"epoch": 2.67,
|
1129 |
+
"grad_norm": 101.5,
|
1130 |
+
"learning_rate": 2.6270656656293007e-06,
|
1131 |
+
"logits/chosen": -2.394273281097412,
|
1132 |
+
"logits/rejected": -2.348475694656372,
|
1133 |
+
"logps/chosen": -264.9925537109375,
|
1134 |
+
"logps/rejected": -248.74368286132812,
|
1135 |
+
"loss": 0.0955,
|
1136 |
+
"rewards/accuracies": 0.8574999570846558,
|
1137 |
+
"rewards/chosen": 0.020610950887203217,
|
1138 |
+
"rewards/margins": 0.03306712210178375,
|
1139 |
+
"rewards/rejected": -0.012456170283257961,
|
1140 |
+
"step": 680
|
1141 |
+
},
|
1142 |
+
{
|
1143 |
+
"epoch": 2.71,
|
1144 |
+
"grad_norm": 63.25,
|
1145 |
+
"learning_rate": 2.558401374508089e-06,
|
1146 |
+
"logits/chosen": -2.402439594268799,
|
1147 |
+
"logits/rejected": -2.3409905433654785,
|
1148 |
+
"logps/chosen": -276.2132873535156,
|
1149 |
+
"logps/rejected": -251.0520782470703,
|
1150 |
+
"loss": 0.0996,
|
1151 |
+
"rewards/accuracies": 0.8650000691413879,
|
1152 |
+
"rewards/chosen": 0.02115057222545147,
|
1153 |
+
"rewards/margins": 0.030901487916707993,
|
1154 |
+
"rewards/rejected": -0.009750919416546822,
|
1155 |
+
"step": 690
|
1156 |
+
},
|
1157 |
+
{
|
1158 |
+
"epoch": 2.75,
|
1159 |
+
"grad_norm": 57.75,
|
1160 |
+
"learning_rate": 2.4896929666875665e-06,
|
1161 |
+
"logits/chosen": -2.4019179344177246,
|
1162 |
+
"logits/rejected": -2.3663971424102783,
|
1163 |
+
"logps/chosen": -274.6024475097656,
|
1164 |
+
"logps/rejected": -264.2455139160156,
|
1165 |
+
"loss": 0.1327,
|
1166 |
+
"rewards/accuracies": 0.8574999570846558,
|
1167 |
+
"rewards/chosen": 0.016096513718366623,
|
1168 |
+
"rewards/margins": 0.03081604465842247,
|
1169 |
+
"rewards/rejected": -0.014719529077410698,
|
1170 |
+
"step": 700
|
1171 |
+
},
|
1172 |
+
{
|
1173 |
+
"epoch": 2.75,
|
1174 |
+
"eval_logits/chosen": -2.4065868854522705,
|
1175 |
+
"eval_logits/rejected": -2.369014263153076,
|
1176 |
+
"eval_logps/chosen": -267.2229919433594,
|
1177 |
+
"eval_logps/rejected": -242.58834838867188,
|
1178 |
+
"eval_loss": 0.9984952211380005,
|
1179 |
+
"eval_rewards/accuracies": 0.6339285969734192,
|
1180 |
+
"eval_rewards/chosen": 0.004556288011372089,
|
1181 |
+
"eval_rewards/margins": 0.006490407045930624,
|
1182 |
+
"eval_rewards/rejected": -0.001934119500219822,
|
1183 |
+
"eval_runtime": 122.9942,
|
1184 |
+
"eval_samples_per_second": 16.261,
|
1185 |
+
"eval_steps_per_second": 0.341,
|
1186 |
+
"step": 700
|
1187 |
+
},
|
1188 |
+
{
|
1189 |
+
"epoch": 2.79,
|
1190 |
+
"grad_norm": 104.0,
|
1191 |
+
"learning_rate": 2.420992344853132e-06,
|
1192 |
+
"logits/chosen": -2.4031834602355957,
|
1193 |
+
"logits/rejected": -2.380056142807007,
|
1194 |
+
"logps/chosen": -276.49700927734375,
|
1195 |
+
"logps/rejected": -262.06341552734375,
|
1196 |
+
"loss": 0.1394,
|
1197 |
+
"rewards/accuracies": 0.8399999737739563,
|
1198 |
+
"rewards/chosen": 0.019898083060979843,
|
1199 |
+
"rewards/margins": 0.033728718757629395,
|
1200 |
+
"rewards/rejected": -0.013830636627972126,
|
1201 |
+
"step": 710
|
1202 |
+
},
|
1203 |
+
{
|
1204 |
+
"epoch": 2.83,
|
1205 |
+
"grad_norm": 111.0,
|
1206 |
+
"learning_rate": 2.3523514058086093e-06,
|
1207 |
+
"logits/chosen": -2.410182237625122,
|
1208 |
+
"logits/rejected": -2.326798915863037,
|
1209 |
+
"logps/chosen": -288.55609130859375,
|
1210 |
+
"logps/rejected": -250.171630859375,
|
1211 |
+
"loss": 0.1191,
|
1212 |
+
"rewards/accuracies": 0.8675000071525574,
|
1213 |
+
"rewards/chosen": 0.01868962123990059,
|
1214 |
+
"rewards/margins": 0.02993825078010559,
|
1215 |
+
"rewards/rejected": -0.011248626746237278,
|
1216 |
+
"step": 720
|
1217 |
+
},
|
1218 |
+
{
|
1219 |
+
"epoch": 2.87,
|
1220 |
+
"grad_norm": 63.5,
|
1221 |
+
"learning_rate": 2.2838220012731365e-06,
|
1222 |
+
"logits/chosen": -2.3818917274475098,
|
1223 |
+
"logits/rejected": -2.3685965538024902,
|
1224 |
+
"logps/chosen": -270.9535217285156,
|
1225 |
+
"logps/rejected": -267.3423767089844,
|
1226 |
+
"loss": 0.1279,
|
1227 |
+
"rewards/accuracies": 0.8825000524520874,
|
1228 |
+
"rewards/chosen": 0.023929597809910774,
|
1229 |
+
"rewards/margins": 0.041905276477336884,
|
1230 |
+
"rewards/rejected": -0.01797567494213581,
|
1231 |
+
"step": 730
|
1232 |
+
},
|
1233 |
+
{
|
1234 |
+
"epoch": 2.9,
|
1235 |
+
"grad_norm": 136.0,
|
1236 |
+
"learning_rate": 2.2154558987121054e-06,
|
1237 |
+
"logits/chosen": -2.3983840942382812,
|
1238 |
+
"logits/rejected": -2.3515264987945557,
|
1239 |
+
"logps/chosen": -274.8974609375,
|
1240 |
+
"logps/rejected": -253.7775115966797,
|
1241 |
+
"loss": 0.1044,
|
1242 |
+
"rewards/accuracies": 0.8500000238418579,
|
1243 |
+
"rewards/chosen": 0.025471847504377365,
|
1244 |
+
"rewards/margins": 0.03200577199459076,
|
1245 |
+
"rewards/rejected": -0.006533923093229532,
|
1246 |
+
"step": 740
|
1247 |
+
},
|
1248 |
+
{
|
1249 |
+
"epoch": 2.94,
|
1250 |
+
"grad_norm": 208.0,
|
1251 |
+
"learning_rate": 2.147304742231758e-06,
|
1252 |
+
"logits/chosen": -2.3778913021087646,
|
1253 |
+
"logits/rejected": -2.3485236167907715,
|
1254 |
+
"logps/chosen": -254.48635864257812,
|
1255 |
+
"logps/rejected": -267.0797119140625,
|
1256 |
+
"loss": 0.1637,
|
1257 |
+
"rewards/accuracies": 0.8550001382827759,
|
1258 |
+
"rewards/chosen": 0.018020575866103172,
|
1259 |
+
"rewards/margins": 0.030409198254346848,
|
1260 |
+
"rewards/rejected": -0.012388622388243675,
|
1261 |
+
"step": 750
|
1262 |
+
},
|
1263 |
+
{
|
1264 |
+
"epoch": 2.98,
|
1265 |
+
"grad_norm": 62.5,
|
1266 |
+
"learning_rate": 2.0794200135669586e-06,
|
1267 |
+
"logits/chosen": -2.399770498275757,
|
1268 |
+
"logits/rejected": -2.364065647125244,
|
1269 |
+
"logps/chosen": -277.4521484375,
|
1270 |
+
"logps/rejected": -267.6507568359375,
|
1271 |
+
"loss": 0.1466,
|
1272 |
+
"rewards/accuracies": 0.8574999570846558,
|
1273 |
+
"rewards/chosen": 0.021130980923771858,
|
1274 |
+
"rewards/margins": 0.036186493933200836,
|
1275 |
+
"rewards/rejected": -0.015055513009428978,
|
1276 |
+
"step": 760
|
1277 |
+
},
|
1278 |
+
{
|
1279 |
+
"epoch": 3.02,
|
1280 |
+
"grad_norm": 43.25,
|
1281 |
+
"learning_rate": 2.011852993191625e-06,
|
1282 |
+
"logits/chosen": -2.3711681365966797,
|
1283 |
+
"logits/rejected": -2.331266403198242,
|
1284 |
+
"logps/chosen": -284.1138916015625,
|
1285 |
+
"logps/rejected": -270.9895324707031,
|
1286 |
+
"loss": 0.0563,
|
1287 |
+
"rewards/accuracies": 0.9100000262260437,
|
1288 |
+
"rewards/chosen": 0.02099769189953804,
|
1289 |
+
"rewards/margins": 0.03560823202133179,
|
1290 |
+
"rewards/rejected": -0.014610541984438896,
|
1291 |
+
"step": 770
|
1292 |
+
},
|
1293 |
+
{
|
1294 |
+
"epoch": 3.06,
|
1295 |
+
"grad_norm": 91.5,
|
1296 |
+
"learning_rate": 1.944654721581196e-06,
|
1297 |
+
"logits/chosen": -2.3276844024658203,
|
1298 |
+
"logits/rejected": -2.3009562492370605,
|
1299 |
+
"logps/chosen": -260.98626708984375,
|
1300 |
+
"logps/rejected": -247.24685668945312,
|
1301 |
+
"loss": 0.0353,
|
1302 |
+
"rewards/accuracies": 0.9300001263618469,
|
1303 |
+
"rewards/chosen": 0.024031776934862137,
|
1304 |
+
"rewards/margins": 0.04021488502621651,
|
1305 |
+
"rewards/rejected": -0.01618310809135437,
|
1306 |
+
"step": 780
|
1307 |
+
},
|
1308 |
+
{
|
1309 |
+
"epoch": 3.1,
|
1310 |
+
"grad_norm": 29.5,
|
1311 |
+
"learning_rate": 1.877875960656394e-06,
|
1312 |
+
"logits/chosen": -2.3537003993988037,
|
1313 |
+
"logits/rejected": -2.3234972953796387,
|
1314 |
+
"logps/chosen": -275.46453857421875,
|
1315 |
+
"logps/rejected": -260.1392517089844,
|
1316 |
+
"loss": 0.0298,
|
1317 |
+
"rewards/accuracies": 0.9125000238418579,
|
1318 |
+
"rewards/chosen": 0.021290091797709465,
|
1319 |
+
"rewards/margins": 0.032937195152044296,
|
1320 |
+
"rewards/rejected": -0.011647104285657406,
|
1321 |
+
"step": 790
|
1322 |
+
},
|
1323 |
+
{
|
1324 |
+
"epoch": 3.14,
|
1325 |
+
"grad_norm": 42.5,
|
1326 |
+
"learning_rate": 1.8115671554374067e-06,
|
1327 |
+
"logits/chosen": -2.399651050567627,
|
1328 |
+
"logits/rejected": -2.3859167098999023,
|
1329 |
+
"logps/chosen": -268.92803955078125,
|
1330 |
+
"logps/rejected": -275.9405822753906,
|
1331 |
+
"loss": 0.0389,
|
1332 |
+
"rewards/accuracies": 0.9375,
|
1333 |
+
"rewards/chosen": 0.025255614891648293,
|
1334 |
+
"rewards/margins": 0.04190623760223389,
|
1335 |
+
"rewards/rejected": -0.016650624573230743,
|
1336 |
+
"step": 800
|
1337 |
+
},
|
1338 |
+
{
|
1339 |
+
"epoch": 3.14,
|
1340 |
+
"eval_logits/chosen": -2.3946948051452637,
|
1341 |
+
"eval_logits/rejected": -2.3562896251678467,
|
1342 |
+
"eval_logps/chosen": -266.8748474121094,
|
1343 |
+
"eval_logps/rejected": -242.36962890625,
|
1344 |
+
"eval_loss": 0.8932417035102844,
|
1345 |
+
"eval_rewards/accuracies": 0.6517857313156128,
|
1346 |
+
"eval_rewards/chosen": 0.008037895895540714,
|
1347 |
+
"eval_rewards/margins": 0.007784782908856869,
|
1348 |
+
"eval_rewards/rejected": 0.00025311243371106684,
|
1349 |
+
"eval_runtime": 123.1142,
|
1350 |
+
"eval_samples_per_second": 16.245,
|
1351 |
+
"eval_steps_per_second": 0.341,
|
1352 |
+
"step": 800
|
1353 |
+
},
|
1354 |
+
{
|
1355 |
+
"epoch": 3.18,
|
1356 |
+
"grad_norm": 19.25,
|
1357 |
+
"learning_rate": 1.7457783959374585e-06,
|
1358 |
+
"logits/chosen": -2.404486894607544,
|
1359 |
+
"logits/rejected": -2.3604061603546143,
|
1360 |
+
"logps/chosen": -278.95855712890625,
|
1361 |
+
"logps/rejected": -251.1371307373047,
|
1362 |
+
"loss": 0.0348,
|
1363 |
+
"rewards/accuracies": 0.9275000691413879,
|
1364 |
+
"rewards/chosen": 0.025924455374479294,
|
1365 |
+
"rewards/margins": 0.037114791572093964,
|
1366 |
+
"rewards/rejected": -0.011190338991582394,
|
1367 |
+
"step": 810
|
1368 |
+
},
|
1369 |
+
{
|
1370 |
+
"epoch": 3.22,
|
1371 |
+
"grad_norm": 32.25,
|
1372 |
+
"learning_rate": 1.680559379324558e-06,
|
1373 |
+
"logits/chosen": -2.390227794647217,
|
1374 |
+
"logits/rejected": -2.3385822772979736,
|
1375 |
+
"logps/chosen": -292.6279296875,
|
1376 |
+
"logps/rejected": -254.8878173828125,
|
1377 |
+
"loss": 0.0299,
|
1378 |
+
"rewards/accuracies": 0.9099999666213989,
|
1379 |
+
"rewards/chosen": 0.02545427717268467,
|
1380 |
+
"rewards/margins": 0.03745580464601517,
|
1381 |
+
"rewards/rejected": -0.012001526542007923,
|
1382 |
+
"step": 820
|
1383 |
+
},
|
1384 |
+
{
|
1385 |
+
"epoch": 3.26,
|
1386 |
+
"grad_norm": 60.5,
|
1387 |
+
"learning_rate": 1.6159593723800013e-06,
|
1388 |
+
"logits/chosen": -2.4059481620788574,
|
1389 |
+
"logits/rejected": -2.3442025184631348,
|
1390 |
+
"logps/chosen": -264.06060791015625,
|
1391 |
+
"logps/rejected": -246.68521118164062,
|
1392 |
+
"loss": 0.0307,
|
1393 |
+
"rewards/accuracies": 0.9125000238418579,
|
1394 |
+
"rewards/chosen": 0.0275394506752491,
|
1395 |
+
"rewards/margins": 0.036764778196811676,
|
1396 |
+
"rewards/rejected": -0.00922533217817545,
|
1397 |
+
"step": 830
|
1398 |
+
},
|
1399 |
+
{
|
1400 |
+
"epoch": 3.3,
|
1401 |
+
"grad_norm": 49.75,
|
1402 |
+
"learning_rate": 1.5520271742819883e-06,
|
1403 |
+
"logits/chosen": -2.389446973800659,
|
1404 |
+
"logits/rejected": -2.3524551391601562,
|
1405 |
+
"logps/chosen": -271.63641357421875,
|
1406 |
+
"logps/rejected": -255.3404998779297,
|
1407 |
+
"loss": 0.0301,
|
1408 |
+
"rewards/accuracies": 0.877500057220459,
|
1409 |
+
"rewards/chosen": 0.02547125145792961,
|
1410 |
+
"rewards/margins": 0.03725877031683922,
|
1411 |
+
"rewards/rejected": -0.01178752165287733,
|
1412 |
+
"step": 840
|
1413 |
+
},
|
1414 |
+
{
|
1415 |
+
"epoch": 3.34,
|
1416 |
+
"grad_norm": 24.625,
|
1417 |
+
"learning_rate": 1.4888110797424783e-06,
|
1418 |
+
"logits/chosen": -2.4469919204711914,
|
1419 |
+
"logits/rejected": -2.3791050910949707,
|
1420 |
+
"logps/chosen": -315.74066162109375,
|
1421 |
+
"logps/rejected": -277.9239501953125,
|
1422 |
+
"loss": 0.0354,
|
1423 |
+
"rewards/accuracies": 0.9025000333786011,
|
1424 |
+
"rewards/chosen": 0.03072303533554077,
|
1425 |
+
"rewards/margins": 0.048735830932855606,
|
1426 |
+
"rewards/rejected": -0.018012793734669685,
|
1427 |
+
"step": 850
|
1428 |
+
},
|
1429 |
+
{
|
1430 |
+
"epoch": 3.38,
|
1431 |
+
"grad_norm": 54.0,
|
1432 |
+
"learning_rate": 1.4263588425251052e-06,
|
1433 |
+
"logits/chosen": -2.4028658866882324,
|
1434 |
+
"logits/rejected": -2.3509697914123535,
|
1435 |
+
"logps/chosen": -289.78485107421875,
|
1436 |
+
"logps/rejected": -251.5,
|
1437 |
+
"loss": 0.0267,
|
1438 |
+
"rewards/accuracies": 0.9375001192092896,
|
1439 |
+
"rewards/chosen": 0.028129303827881813,
|
1440 |
+
"rewards/margins": 0.04094386473298073,
|
1441 |
+
"rewards/rejected": -0.01281456183642149,
|
1442 |
+
"step": 860
|
1443 |
+
},
|
1444 |
+
{
|
1445 |
+
"epoch": 3.42,
|
1446 |
+
"grad_norm": 25.625,
|
1447 |
+
"learning_rate": 1.3647176393717509e-06,
|
1448 |
+
"logits/chosen": -2.4022791385650635,
|
1449 |
+
"logits/rejected": -2.3641726970672607,
|
1450 |
+
"logps/chosen": -278.85333251953125,
|
1451 |
+
"logps/rejected": -270.0050964355469,
|
1452 |
+
"loss": 0.0217,
|
1453 |
+
"rewards/accuracies": 0.9199999570846558,
|
1454 |
+
"rewards/chosen": 0.025644132867455482,
|
1455 |
+
"rewards/margins": 0.03728828951716423,
|
1456 |
+
"rewards/rejected": -0.011644158512353897,
|
1457 |
+
"step": 870
|
1458 |
+
},
|
1459 |
+
{
|
1460 |
+
"epoch": 3.45,
|
1461 |
+
"grad_norm": 30.875,
|
1462 |
+
"learning_rate": 1.303934034364983e-06,
|
1463 |
+
"logits/chosen": -2.3777599334716797,
|
1464 |
+
"logits/rejected": -2.3236684799194336,
|
1465 |
+
"logps/chosen": -261.53216552734375,
|
1466 |
+
"logps/rejected": -239.6273651123047,
|
1467 |
+
"loss": 0.0216,
|
1468 |
+
"rewards/accuracies": 0.9025000333786011,
|
1469 |
+
"rewards/chosen": 0.024678941816091537,
|
1470 |
+
"rewards/margins": 0.03661385923624039,
|
1471 |
+
"rewards/rejected": -0.011934916488826275,
|
1472 |
+
"step": 880
|
1473 |
+
},
|
1474 |
+
{
|
1475 |
+
"epoch": 3.49,
|
1476 |
+
"grad_norm": 87.0,
|
1477 |
+
"learning_rate": 1.2440539437533075e-06,
|
1478 |
+
"logits/chosen": -2.352806806564331,
|
1479 |
+
"logits/rejected": -2.3354265689849854,
|
1480 |
+
"logps/chosen": -269.5535583496094,
|
1481 |
+
"logps/rejected": -268.3061218261719,
|
1482 |
+
"loss": 0.0273,
|
1483 |
+
"rewards/accuracies": 0.9300000071525574,
|
1484 |
+
"rewards/chosen": 0.022415757179260254,
|
1485 |
+
"rewards/margins": 0.036310791969299316,
|
1486 |
+
"rewards/rejected": -0.013895031996071339,
|
1487 |
+
"step": 890
|
1488 |
+
},
|
1489 |
+
{
|
1490 |
+
"epoch": 3.53,
|
1491 |
+
"grad_norm": 33.25,
|
1492 |
+
"learning_rate": 1.1851226012658015e-06,
|
1493 |
+
"logits/chosen": -2.366988182067871,
|
1494 |
+
"logits/rejected": -2.323378562927246,
|
1495 |
+
"logps/chosen": -264.4871520996094,
|
1496 |
+
"logps/rejected": -251.3701934814453,
|
1497 |
+
"loss": 0.029,
|
1498 |
+
"rewards/accuracies": 0.9175000190734863,
|
1499 |
+
"rewards/chosen": 0.023964881896972656,
|
1500 |
+
"rewards/margins": 0.039505355060100555,
|
1501 |
+
"rewards/rejected": -0.015540470369160175,
|
1502 |
+
"step": 900
|
1503 |
+
},
|
1504 |
+
{
|
1505 |
+
"epoch": 3.53,
|
1506 |
+
"eval_logits/chosen": -2.411829948425293,
|
1507 |
+
"eval_logits/rejected": -2.3752424716949463,
|
1508 |
+
"eval_logps/chosen": -266.7797546386719,
|
1509 |
+
"eval_logps/rejected": -242.3114013671875,
|
1510 |
+
"eval_loss": 0.9391952157020569,
|
1511 |
+
"eval_rewards/accuracies": 0.6577380895614624,
|
1512 |
+
"eval_rewards/chosen": 0.008988723158836365,
|
1513 |
+
"eval_rewards/margins": 0.008153370581567287,
|
1514 |
+
"eval_rewards/rejected": 0.0008353526936843991,
|
1515 |
+
"eval_runtime": 123.1579,
|
1516 |
+
"eval_samples_per_second": 16.239,
|
1517 |
+
"eval_steps_per_second": 0.341,
|
1518 |
+
"step": 900
|
1519 |
+
},
|
1520 |
+
{
|
1521 |
+
"epoch": 3.57,
|
1522 |
+
"grad_norm": 16.5,
|
1523 |
+
"learning_rate": 1.1271845239423196e-06,
|
1524 |
+
"logits/chosen": -2.4022092819213867,
|
1525 |
+
"logits/rejected": -2.357339382171631,
|
1526 |
+
"logps/chosen": -289.2544250488281,
|
1527 |
+
"logps/rejected": -258.82379150390625,
|
1528 |
+
"loss": 0.0269,
|
1529 |
+
"rewards/accuracies": 0.9175000190734863,
|
1530 |
+
"rewards/chosen": 0.022589916363358498,
|
1531 |
+
"rewards/margins": 0.03589435666799545,
|
1532 |
+
"rewards/rejected": -0.013304440304636955,
|
1533 |
+
"step": 910
|
1534 |
+
},
|
1535 |
+
{
|
1536 |
+
"epoch": 3.61,
|
1537 |
+
"grad_norm": 24.25,
|
1538 |
+
"learning_rate": 1.0702834785050893e-06,
|
1539 |
+
"logits/chosen": -2.3661084175109863,
|
1540 |
+
"logits/rejected": -2.3483455181121826,
|
1541 |
+
"logps/chosen": -276.6420593261719,
|
1542 |
+
"logps/rejected": -278.82080078125,
|
1543 |
+
"loss": 0.033,
|
1544 |
+
"rewards/accuracies": 0.9250000715255737,
|
1545 |
+
"rewards/chosen": 0.021236615255475044,
|
1546 |
+
"rewards/margins": 0.038433950394392014,
|
1547 |
+
"rewards/rejected": -0.017197338864207268,
|
1548 |
+
"step": 920
|
1549 |
+
},
|
1550 |
+
{
|
1551 |
+
"epoch": 3.65,
|
1552 |
+
"grad_norm": 40.5,
|
1553 |
+
"learning_rate": 1.0144624482971082e-06,
|
1554 |
+
"logits/chosen": -2.4388625621795654,
|
1555 |
+
"logits/rejected": -2.380392551422119,
|
1556 |
+
"logps/chosen": -271.2420349121094,
|
1557 |
+
"logps/rejected": -256.2777404785156,
|
1558 |
+
"loss": 0.0275,
|
1559 |
+
"rewards/accuracies": 0.9350000619888306,
|
1560 |
+
"rewards/chosen": 0.022215455770492554,
|
1561 |
+
"rewards/margins": 0.03798101097345352,
|
1562 |
+
"rewards/rejected": -0.01576555334031582,
|
1563 |
+
"step": 930
|
1564 |
+
},
|
1565 |
+
{
|
1566 |
+
"epoch": 3.69,
|
1567 |
+
"grad_norm": 14.0,
|
1568 |
+
"learning_rate": 9.597636008123052e-07,
|
1569 |
+
"logits/chosen": -2.4123058319091797,
|
1570 |
+
"logits/rejected": -2.3628923892974854,
|
1571 |
+
"logps/chosen": -308.3174743652344,
|
1572 |
+
"logps/rejected": -278.7733459472656,
|
1573 |
+
"loss": 0.0278,
|
1574 |
+
"rewards/accuracies": 0.942500114440918,
|
1575 |
+
"rewards/chosen": 0.024744439870119095,
|
1576 |
+
"rewards/margins": 0.038902923464775085,
|
1577 |
+
"rewards/rejected": -0.014158482663333416,
|
1578 |
+
"step": 940
|
1579 |
+
},
|
1580 |
+
{
|
1581 |
+
"epoch": 3.73,
|
1582 |
+
"grad_norm": 20.375,
|
1583 |
+
"learning_rate": 9.06228255841991e-07,
|
1584 |
+
"logits/chosen": -2.382359504699707,
|
1585 |
+
"logits/rejected": -2.3492817878723145,
|
1586 |
+
"logps/chosen": -264.2523193359375,
|
1587 |
+
"logps/rejected": -256.5533752441406,
|
1588 |
+
"loss": 0.0279,
|
1589 |
+
"rewards/accuracies": 0.8999999761581421,
|
1590 |
+
"rewards/chosen": 0.022538714110851288,
|
1591 |
+
"rewards/margins": 0.03617415204644203,
|
1592 |
+
"rewards/rejected": -0.013635434210300446,
|
1593 |
+
"step": 950
|
1594 |
+
},
|
1595 |
+
{
|
1596 |
+
"epoch": 3.77,
|
1597 |
+
"grad_norm": 36.25,
|
1598 |
+
"learning_rate": 8.538968542616846e-07,
|
1599 |
+
"logits/chosen": -2.41325044631958,
|
1600 |
+
"logits/rejected": -2.375253677368164,
|
1601 |
+
"logps/chosen": -281.48248291015625,
|
1602 |
+
"logps/rejected": -265.0972900390625,
|
1603 |
+
"loss": 0.0179,
|
1604 |
+
"rewards/accuracies": 0.9075000882148743,
|
1605 |
+
"rewards/chosen": 0.025317683815956116,
|
1606 |
+
"rewards/margins": 0.038605697453022,
|
1607 |
+
"rewards/rejected": -0.013288016431033611,
|
1608 |
+
"step": 960
|
1609 |
+
},
|
1610 |
+
{
|
1611 |
+
"epoch": 3.81,
|
1612 |
+
"grad_norm": 29.625,
|
1613 |
+
"learning_rate": 8.028089274818624e-07,
|
1614 |
+
"logits/chosen": -2.4157140254974365,
|
1615 |
+
"logits/rejected": -2.377472162246704,
|
1616 |
+
"logps/chosen": -278.72564697265625,
|
1617 |
+
"logps/rejected": -257.7362365722656,
|
1618 |
+
"loss": 0.034,
|
1619 |
+
"rewards/accuracies": 0.9274999499320984,
|
1620 |
+
"rewards/chosen": 0.023796474561095238,
|
1621 |
+
"rewards/margins": 0.03968465328216553,
|
1622 |
+
"rewards/rejected": -0.01588817685842514,
|
1623 |
+
"step": 970
|
1624 |
+
},
|
1625 |
+
{
|
1626 |
+
"epoch": 3.85,
|
1627 |
+
"grad_norm": 24.5,
|
1628 |
+
"learning_rate": 7.530030675857252e-07,
|
1629 |
+
"logits/chosen": -2.371452569961548,
|
1630 |
+
"logits/rejected": -2.33616304397583,
|
1631 |
+
"logps/chosen": -278.2137756347656,
|
1632 |
+
"logps/rejected": -254.2333984375,
|
1633 |
+
"loss": 0.0245,
|
1634 |
+
"rewards/accuracies": 0.9350000619888306,
|
1635 |
+
"rewards/chosen": 0.028386935591697693,
|
1636 |
+
"rewards/margins": 0.044838014990091324,
|
1637 |
+
"rewards/rejected": -0.01645107939839363,
|
1638 |
+
"step": 980
|
1639 |
+
},
|
1640 |
+
{
|
1641 |
+
"epoch": 3.89,
|
1642 |
+
"grad_norm": 31.5,
|
1643 |
+
"learning_rate": 7.045168981765427e-07,
|
1644 |
+
"logits/chosen": -2.4061717987060547,
|
1645 |
+
"logits/rejected": -2.367501735687256,
|
1646 |
+
"logps/chosen": -277.0457763671875,
|
1647 |
+
"logps/rejected": -248.8456268310547,
|
1648 |
+
"loss": 0.0248,
|
1649 |
+
"rewards/accuracies": 0.9325000047683716,
|
1650 |
+
"rewards/chosen": 0.025927498936653137,
|
1651 |
+
"rewards/margins": 0.03844950348138809,
|
1652 |
+
"rewards/rejected": -0.012522002682089806,
|
1653 |
+
"step": 990
|
1654 |
+
},
|
1655 |
+
{
|
1656 |
+
"epoch": 3.93,
|
1657 |
+
"grad_norm": 12.875,
|
1658 |
+
"learning_rate": 6.573870459565907e-07,
|
1659 |
+
"logits/chosen": -2.381437301635742,
|
1660 |
+
"logits/rejected": -2.3325188159942627,
|
1661 |
+
"logps/chosen": -293.3424377441406,
|
1662 |
+
"logps/rejected": -262.5635681152344,
|
1663 |
+
"loss": 0.0198,
|
1664 |
+
"rewards/accuracies": 0.9225000143051147,
|
1665 |
+
"rewards/chosen": 0.02644011378288269,
|
1666 |
+
"rewards/margins": 0.04168093949556351,
|
1667 |
+
"rewards/rejected": -0.015240825712680817,
|
1668 |
+
"step": 1000
|
1669 |
+
},
|
1670 |
+
{
|
1671 |
+
"epoch": 3.93,
|
1672 |
+
"eval_logits/chosen": -2.4145004749298096,
|
1673 |
+
"eval_logits/rejected": -2.3780155181884766,
|
1674 |
+
"eval_logps/chosen": -266.8046875,
|
1675 |
+
"eval_logps/rejected": -242.29171752929688,
|
1676 |
+
"eval_loss": 0.820038914680481,
|
1677 |
+
"eval_rewards/accuracies": 0.6577380895614624,
|
1678 |
+
"eval_rewards/chosen": 0.008739516139030457,
|
1679 |
+
"eval_rewards/margins": 0.007707077078521252,
|
1680 |
+
"eval_rewards/rejected": 0.0010324395261704922,
|
1681 |
+
"eval_runtime": 123.2067,
|
1682 |
+
"eval_samples_per_second": 16.233,
|
1683 |
+
"eval_steps_per_second": 0.341,
|
1684 |
+
"step": 1000
|
1685 |
+
},
|
1686 |
+
{
|
1687 |
+
"epoch": 3.96,
|
1688 |
+
"grad_norm": 33.75,
|
1689 |
+
"learning_rate": 6.116491130591478e-07,
|
1690 |
+
"logits/chosen": -2.410226821899414,
|
1691 |
+
"logits/rejected": -2.366502285003662,
|
1692 |
+
"logps/chosen": -279.39166259765625,
|
1693 |
+
"logps/rejected": -251.89364624023438,
|
1694 |
+
"loss": 0.0233,
|
1695 |
+
"rewards/accuracies": 0.9175001382827759,
|
1696 |
+
"rewards/chosen": 0.024083226919174194,
|
1697 |
+
"rewards/margins": 0.03586304560303688,
|
1698 |
+
"rewards/rejected": -0.011779818683862686,
|
1699 |
+
"step": 1010
|
1700 |
+
},
|
1701 |
+
{
|
1702 |
+
"epoch": 4.0,
|
1703 |
+
"grad_norm": 3.4375,
|
1704 |
+
"learning_rate": 5.673376501544641e-07,
|
1705 |
+
"logits/chosen": -2.41102933883667,
|
1706 |
+
"logits/rejected": -2.36838960647583,
|
1707 |
+
"logps/chosen": -274.3736877441406,
|
1708 |
+
"logps/rejected": -243.4824981689453,
|
1709 |
+
"loss": 0.017,
|
1710 |
+
"rewards/accuracies": 0.9175000190734863,
|
1711 |
+
"rewards/chosen": 0.023644987493753433,
|
1712 |
+
"rewards/margins": 0.0368778295814991,
|
1713 |
+
"rewards/rejected": -0.013232842087745667,
|
1714 |
+
"step": 1020
|
1715 |
+
},
|
1716 |
+
{
|
1717 |
+
"epoch": 4.04,
|
1718 |
+
"grad_norm": 20.5,
|
1719 |
+
"learning_rate": 5.244861303500026e-07,
|
1720 |
+
"logits/chosen": -2.413541793823242,
|
1721 |
+
"logits/rejected": -2.362837314605713,
|
1722 |
+
"logps/chosen": -272.99359130859375,
|
1723 |
+
"logps/rejected": -239.32608032226562,
|
1724 |
+
"loss": 0.008,
|
1725 |
+
"rewards/accuracies": 0.9325000643730164,
|
1726 |
+
"rewards/chosen": 0.021824661642313004,
|
1727 |
+
"rewards/margins": 0.0353974774479866,
|
1728 |
+
"rewards/rejected": -0.013572819530963898,
|
1729 |
+
"step": 1030
|
1730 |
+
},
|
1731 |
+
{
|
1732 |
+
"epoch": 4.08,
|
1733 |
+
"grad_norm": 3.765625,
|
1734 |
+
"learning_rate": 4.831269239046851e-07,
|
1735 |
+
"logits/chosen": -2.4089815616607666,
|
1736 |
+
"logits/rejected": -2.366555690765381,
|
1737 |
+
"logps/chosen": -266.49798583984375,
|
1738 |
+
"logps/rejected": -252.52145385742188,
|
1739 |
+
"loss": 0.0043,
|
1740 |
+
"rewards/accuracies": 0.949999988079071,
|
1741 |
+
"rewards/chosen": 0.025229623541235924,
|
1742 |
+
"rewards/margins": 0.03910643607378006,
|
1743 |
+
"rewards/rejected": -0.013876812532544136,
|
1744 |
+
"step": 1040
|
1745 |
+
},
|
1746 |
+
{
|
1747 |
+
"epoch": 4.12,
|
1748 |
+
"grad_norm": 18.75,
|
1749 |
+
"learning_rate": 4.4329127377623127e-07,
|
1750 |
+
"logits/chosen": -2.380474328994751,
|
1751 |
+
"logits/rejected": -2.3557381629943848,
|
1752 |
+
"logps/chosen": -275.6029968261719,
|
1753 |
+
"logps/rejected": -260.39776611328125,
|
1754 |
+
"loss": 0.0054,
|
1755 |
+
"rewards/accuracies": 0.9550000429153442,
|
1756 |
+
"rewards/chosen": 0.025818094611167908,
|
1757 |
+
"rewards/margins": 0.038945622742176056,
|
1758 |
+
"rewards/rejected": -0.013127523474395275,
|
1759 |
+
"step": 1050
|
1760 |
+
},
|
1761 |
+
{
|
1762 |
+
"epoch": 4.16,
|
1763 |
+
"grad_norm": 14.8125,
|
1764 |
+
"learning_rate": 4.050092720200638e-07,
|
1765 |
+
"logits/chosen": -2.384019374847412,
|
1766 |
+
"logits/rejected": -2.338085889816284,
|
1767 |
+
"logps/chosen": -280.4701232910156,
|
1768 |
+
"logps/rejected": -250.2019805908203,
|
1769 |
+
"loss": 0.0052,
|
1770 |
+
"rewards/accuracies": 0.9575001001358032,
|
1771 |
+
"rewards/chosen": 0.028378132730722427,
|
1772 |
+
"rewards/margins": 0.042529620230197906,
|
1773 |
+
"rewards/rejected": -0.014151493087410927,
|
1774 |
+
"step": 1060
|
1775 |
+
},
|
1776 |
+
{
|
1777 |
+
"epoch": 4.2,
|
1778 |
+
"grad_norm": 8.375,
|
1779 |
+
"learning_rate": 3.683098370576196e-07,
|
1780 |
+
"logits/chosen": -2.406979560852051,
|
1781 |
+
"logits/rejected": -2.3714377880096436,
|
1782 |
+
"logps/chosen": -287.4407958984375,
|
1783 |
+
"logps/rejected": -259.043212890625,
|
1784 |
+
"loss": 0.0062,
|
1785 |
+
"rewards/accuracies": 0.9449999928474426,
|
1786 |
+
"rewards/chosen": 0.024499880149960518,
|
1787 |
+
"rewards/margins": 0.03765181452035904,
|
1788 |
+
"rewards/rejected": -0.013151939027011395,
|
1789 |
+
"step": 1070
|
1790 |
+
},
|
1791 |
+
{
|
1792 |
+
"epoch": 4.24,
|
1793 |
+
"grad_norm": 11.6875,
|
1794 |
+
"learning_rate": 3.3322069183122253e-07,
|
1795 |
+
"logits/chosen": -2.415555477142334,
|
1796 |
+
"logits/rejected": -2.3626112937927246,
|
1797 |
+
"logps/chosen": -270.87249755859375,
|
1798 |
+
"logps/rejected": -251.2595977783203,
|
1799 |
+
"loss": 0.0049,
|
1800 |
+
"rewards/accuracies": 0.9399999380111694,
|
1801 |
+
"rewards/chosen": 0.028504956513643265,
|
1802 |
+
"rewards/margins": 0.043677303940057755,
|
1803 |
+
"rewards/rejected": -0.015172350220382214,
|
1804 |
+
"step": 1080
|
1805 |
+
},
|
1806 |
+
{
|
1807 |
+
"epoch": 4.28,
|
1808 |
+
"grad_norm": 60.75,
|
1809 |
+
"learning_rate": 2.997683428620296e-07,
|
1810 |
+
"logits/chosen": -2.4119620323181152,
|
1811 |
+
"logits/rejected": -2.3438758850097656,
|
1812 |
+
"logps/chosen": -288.2101745605469,
|
1813 |
+
"logps/rejected": -261.5445251464844,
|
1814 |
+
"loss": 0.0101,
|
1815 |
+
"rewards/accuracies": 0.9550000429153442,
|
1816 |
+
"rewards/chosen": 0.026679161936044693,
|
1817 |
+
"rewards/margins": 0.042851291596889496,
|
1818 |
+
"rewards/rejected": -0.016172129660844803,
|
1819 |
+
"step": 1090
|
1820 |
+
},
|
1821 |
+
{
|
1822 |
+
"epoch": 4.32,
|
1823 |
+
"grad_norm": 23.25,
|
1824 |
+
"learning_rate": 2.6797806022686835e-07,
|
1825 |
+
"logits/chosen": -2.3794476985931396,
|
1826 |
+
"logits/rejected": -2.350893974304199,
|
1827 |
+
"logps/chosen": -262.9915771484375,
|
1828 |
+
"logps/rejected": -261.4454650878906,
|
1829 |
+
"loss": 0.0059,
|
1830 |
+
"rewards/accuracies": 0.9449998736381531,
|
1831 |
+
"rewards/chosen": 0.024703029543161392,
|
1832 |
+
"rewards/margins": 0.04311930388212204,
|
1833 |
+
"rewards/rejected": -0.018416276201605797,
|
1834 |
+
"step": 1100
|
1835 |
+
},
|
1836 |
+
{
|
1837 |
+
"epoch": 4.32,
|
1838 |
+
"eval_logits/chosen": -2.410806894302368,
|
1839 |
+
"eval_logits/rejected": -2.3743793964385986,
|
1840 |
+
"eval_logps/chosen": -266.8759765625,
|
1841 |
+
"eval_logps/rejected": -242.3739471435547,
|
1842 |
+
"eval_loss": 0.8903548717498779,
|
1843 |
+
"eval_rewards/accuracies": 0.6577380895614624,
|
1844 |
+
"eval_rewards/chosen": 0.008026321418583393,
|
1845 |
+
"eval_rewards/margins": 0.007816384546458721,
|
1846 |
+
"eval_rewards/rejected": 0.00020993576617911458,
|
1847 |
+
"eval_runtime": 123.126,
|
1848 |
+
"eval_samples_per_second": 16.244,
|
1849 |
+
"eval_steps_per_second": 0.341,
|
1850 |
+
"step": 1100
|
1851 |
+
},
|
1852 |
+
{
|
1853 |
+
"epoch": 4.36,
|
1854 |
+
"grad_norm": 33.5,
|
1855 |
+
"learning_rate": 2.378738584690926e-07,
|
1856 |
+
"logits/chosen": -2.3809187412261963,
|
1857 |
+
"logits/rejected": -2.345142126083374,
|
1858 |
+
"logps/chosen": -274.513916015625,
|
1859 |
+
"logps/rejected": -259.05767822265625,
|
1860 |
+
"loss": 0.0073,
|
1861 |
+
"rewards/accuracies": 0.9474999308586121,
|
1862 |
+
"rewards/chosen": 0.024536920711398125,
|
1863 |
+
"rewards/margins": 0.0396781824529171,
|
1864 |
+
"rewards/rejected": -0.015141261741518974,
|
1865 |
+
"step": 1110
|
1866 |
+
},
|
1867 |
+
{
|
1868 |
+
"epoch": 4.4,
|
1869 |
+
"grad_norm": 6.09375,
|
1870 |
+
"learning_rate": 2.0947847845787073e-07,
|
1871 |
+
"logits/chosen": -2.380807638168335,
|
1872 |
+
"logits/rejected": -2.3750548362731934,
|
1873 |
+
"logps/chosen": -273.5718688964844,
|
1874 |
+
"logps/rejected": -271.99774169921875,
|
1875 |
+
"loss": 0.0056,
|
1876 |
+
"rewards/accuracies": 0.9699999690055847,
|
1877 |
+
"rewards/chosen": 0.025182534009218216,
|
1878 |
+
"rewards/margins": 0.04230727255344391,
|
1879 |
+
"rewards/rejected": -0.017124736681580544,
|
1880 |
+
"step": 1120
|
1881 |
+
},
|
1882 |
+
{
|
1883 |
+
"epoch": 4.44,
|
1884 |
+
"grad_norm": 12.75,
|
1885 |
+
"learning_rate": 1.828133702096152e-07,
|
1886 |
+
"logits/chosen": -2.4007954597473145,
|
1887 |
+
"logits/rejected": -2.3510959148406982,
|
1888 |
+
"logps/chosen": -297.80023193359375,
|
1889 |
+
"logps/rejected": -267.09271240234375,
|
1890 |
+
"loss": 0.0058,
|
1891 |
+
"rewards/accuracies": 0.9350000619888306,
|
1892 |
+
"rewards/chosen": 0.027246862649917603,
|
1893 |
+
"rewards/margins": 0.04566134512424469,
|
1894 |
+
"rewards/rejected": -0.01841447874903679,
|
1895 |
+
"step": 1130
|
1896 |
+
},
|
1897 |
+
{
|
1898 |
+
"epoch": 4.47,
|
1899 |
+
"grad_norm": 6.8125,
|
1900 |
+
"learning_rate": 1.5789867668453224e-07,
|
1901 |
+
"logits/chosen": -2.359222650527954,
|
1902 |
+
"logits/rejected": -2.316779613494873,
|
1903 |
+
"logps/chosen": -256.35321044921875,
|
1904 |
+
"logps/rejected": -244.2194366455078,
|
1905 |
+
"loss": 0.005,
|
1906 |
+
"rewards/accuracies": 0.940000057220459,
|
1907 |
+
"rewards/chosen": 0.02366521954536438,
|
1908 |
+
"rewards/margins": 0.03908833488821983,
|
1909 |
+
"rewards/rejected": -0.015423113480210304,
|
1910 |
+
"step": 1140
|
1911 |
+
},
|
1912 |
+
{
|
1913 |
+
"epoch": 4.51,
|
1914 |
+
"grad_norm": 10.625,
|
1915 |
+
"learning_rate": 1.3475321857052387e-07,
|
1916 |
+
"logits/chosen": -2.3972084522247314,
|
1917 |
+
"logits/rejected": -2.3675570487976074,
|
1918 |
+
"logps/chosen": -278.0527038574219,
|
1919 |
+
"logps/rejected": -256.3372497558594,
|
1920 |
+
"loss": 0.0053,
|
1921 |
+
"rewards/accuracies": 0.9575001001358032,
|
1922 |
+
"rewards/chosen": 0.025035608559846878,
|
1923 |
+
"rewards/margins": 0.039394162595272064,
|
1924 |
+
"rewards/rejected": -0.014358552172780037,
|
1925 |
+
"step": 1150
|
1926 |
+
},
|
1927 |
+
{
|
1928 |
+
"epoch": 4.55,
|
1929 |
+
"grad_norm": 24.5,
|
1930 |
+
"learning_rate": 1.1339448006594284e-07,
|
1931 |
+
"logits/chosen": -2.3742661476135254,
|
1932 |
+
"logits/rejected": -2.3620691299438477,
|
1933 |
+
"logps/chosen": -269.88934326171875,
|
1934 |
+
"logps/rejected": -263.372314453125,
|
1935 |
+
"loss": 0.0056,
|
1936 |
+
"rewards/accuracies": 0.9574999809265137,
|
1937 |
+
"rewards/chosen": 0.02747185155749321,
|
1938 |
+
"rewards/margins": 0.04529104381799698,
|
1939 |
+
"rewards/rejected": -0.01781919226050377,
|
1940 |
+
"step": 1160
|
1941 |
+
},
|
1942 |
+
{
|
1943 |
+
"epoch": 4.59,
|
1944 |
+
"grad_norm": 15.125,
|
1945 |
+
"learning_rate": 9.383859567194148e-08,
|
1946 |
+
"logits/chosen": -2.4092886447906494,
|
1947 |
+
"logits/rejected": -2.3820230960845947,
|
1948 |
+
"logps/chosen": -292.05755615234375,
|
1949 |
+
"logps/rejected": -274.00262451171875,
|
1950 |
+
"loss": 0.0076,
|
1951 |
+
"rewards/accuracies": 0.9600000381469727,
|
1952 |
+
"rewards/chosen": 0.02904806099832058,
|
1953 |
+
"rewards/margins": 0.04705999046564102,
|
1954 |
+
"rewards/rejected": -0.018011927604675293,
|
1955 |
+
"step": 1170
|
1956 |
+
},
|
1957 |
+
{
|
1958 |
+
"epoch": 4.63,
|
1959 |
+
"grad_norm": 6.125,
|
1960 |
+
"learning_rate": 7.610033800438343e-08,
|
1961 |
+
"logits/chosen": -2.404353141784668,
|
1962 |
+
"logits/rejected": -2.3535656929016113,
|
1963 |
+
"logps/chosen": -279.27001953125,
|
1964 |
+
"logps/rejected": -261.3420104980469,
|
1965 |
+
"loss": 0.0036,
|
1966 |
+
"rewards/accuracies": 0.9624999761581421,
|
1967 |
+
"rewards/chosen": 0.023024918511509895,
|
1968 |
+
"rewards/margins": 0.038382213562726974,
|
1969 |
+
"rewards/rejected": -0.015357298776507378,
|
1970 |
+
"step": 1180
|
1971 |
+
},
|
1972 |
+
{
|
1973 |
+
"epoch": 4.67,
|
1974 |
+
"grad_norm": 15.3125,
|
1975 |
+
"learning_rate": 6.019310663453654e-08,
|
1976 |
+
"logits/chosen": -2.379361867904663,
|
1977 |
+
"logits/rejected": -2.348564624786377,
|
1978 |
+
"logps/chosen": -272.57965087890625,
|
1979 |
+
"logps/rejected": -280.6869201660156,
|
1980 |
+
"loss": 0.0045,
|
1981 |
+
"rewards/accuracies": 0.9474999308586121,
|
1982 |
+
"rewards/chosen": 0.02704106830060482,
|
1983 |
+
"rewards/margins": 0.04761399328708649,
|
1984 |
+
"rewards/rejected": -0.02057291939854622,
|
1985 |
+
"step": 1190
|
1986 |
+
},
|
1987 |
+
{
|
1988 |
+
"epoch": 4.71,
|
1989 |
+
"grad_norm": 6.5625,
|
1990 |
+
"learning_rate": 4.6128917966964394e-08,
|
1991 |
+
"logits/chosen": -2.3975164890289307,
|
1992 |
+
"logits/rejected": -2.354431390762329,
|
1993 |
+
"logps/chosen": -264.81683349609375,
|
1994 |
+
"logps/rejected": -240.6919403076172,
|
1995 |
+
"loss": 0.0042,
|
1996 |
+
"rewards/accuracies": 0.9375,
|
1997 |
+
"rewards/chosen": 0.023663988336920738,
|
1998 |
+
"rewards/margins": 0.037333834916353226,
|
1999 |
+
"rewards/rejected": -0.013669842854142189,
|
2000 |
+
"step": 1200
|
2001 |
+
},
|
2002 |
+
{
|
2003 |
+
"epoch": 4.71,
|
2004 |
+
"eval_logits/chosen": -2.4119250774383545,
|
2005 |
+
"eval_logits/rejected": -2.375300407409668,
|
2006 |
+
"eval_logps/chosen": -266.87713623046875,
|
2007 |
+
"eval_logps/rejected": -242.38916015625,
|
2008 |
+
"eval_loss": 0.8778771162033081,
|
2009 |
+
"eval_rewards/accuracies": 0.6517857313156128,
|
2010 |
+
"eval_rewards/chosen": 0.00801478698849678,
|
2011 |
+
"eval_rewards/margins": 0.007957086898386478,
|
2012 |
+
"eval_rewards/rejected": 5.7699922763276845e-05,
|
2013 |
+
"eval_runtime": 123.014,
|
2014 |
+
"eval_samples_per_second": 16.258,
|
2015 |
+
"eval_steps_per_second": 0.341,
|
2016 |
+
"step": 1200
|
2017 |
+
},
|
2018 |
+
{
|
2019 |
+
"epoch": 4.75,
|
2020 |
+
"grad_norm": 27.0,
|
2021 |
+
"learning_rate": 3.3918396162275214e-08,
|
2022 |
+
"logits/chosen": -2.429567337036133,
|
2023 |
+
"logits/rejected": -2.401862621307373,
|
2024 |
+
"logps/chosen": -265.3700866699219,
|
2025 |
+
"logps/rejected": -255.75082397460938,
|
2026 |
+
"loss": 0.0077,
|
2027 |
+
"rewards/accuracies": 0.9475001096725464,
|
2028 |
+
"rewards/chosen": 0.02286478877067566,
|
2029 |
+
"rewards/margins": 0.037350136786699295,
|
2030 |
+
"rewards/rejected": -0.01448534894734621,
|
2031 |
+
"step": 1210
|
2032 |
+
},
|
2033 |
+
{
|
2034 |
+
"epoch": 4.79,
|
2035 |
+
"grad_norm": 29.625,
|
2036 |
+
"learning_rate": 2.3570765111574357e-08,
|
2037 |
+
"logits/chosen": -2.420926570892334,
|
2038 |
+
"logits/rejected": -2.3869175910949707,
|
2039 |
+
"logps/chosen": -275.02593994140625,
|
2040 |
+
"logps/rejected": -250.9207000732422,
|
2041 |
+
"loss": 0.0076,
|
2042 |
+
"rewards/accuracies": 0.9325000643730164,
|
2043 |
+
"rewards/chosen": 0.025391753762960434,
|
2044 |
+
"rewards/margins": 0.04114841669797897,
|
2045 |
+
"rewards/rejected": -0.01575666293501854,
|
2046 |
+
"step": 1220
|
2047 |
+
},
|
2048 |
+
{
|
2049 |
+
"epoch": 4.83,
|
2050 |
+
"grad_norm": 12.8125,
|
2051 |
+
"learning_rate": 1.5093841468690473e-08,
|
2052 |
+
"logits/chosen": -2.378108501434326,
|
2053 |
+
"logits/rejected": -2.3375566005706787,
|
2054 |
+
"logps/chosen": -278.16180419921875,
|
2055 |
+
"logps/rejected": -249.80557250976562,
|
2056 |
+
"loss": 0.0043,
|
2057 |
+
"rewards/accuracies": 0.9550000429153442,
|
2058 |
+
"rewards/chosen": 0.02722669579088688,
|
2059 |
+
"rewards/margins": 0.042906779795885086,
|
2060 |
+
"rewards/rejected": -0.015680085867643356,
|
2061 |
+
"step": 1230
|
2062 |
+
},
|
2063 |
+
{
|
2064 |
+
"epoch": 4.87,
|
2065 |
+
"grad_norm": 6.65625,
|
2066 |
+
"learning_rate": 8.494028745434368e-09,
|
2067 |
+
"logits/chosen": -2.4071974754333496,
|
2068 |
+
"logits/rejected": -2.3638107776641846,
|
2069 |
+
"logps/chosen": -272.5426940917969,
|
2070 |
+
"logps/rejected": -254.20095825195312,
|
2071 |
+
"loss": 0.0031,
|
2072 |
+
"rewards/accuracies": 0.9424999952316284,
|
2073 |
+
"rewards/chosen": 0.024697447195649147,
|
2074 |
+
"rewards/margins": 0.0481376014649868,
|
2075 |
+
"rewards/rejected": -0.023440156131982803,
|
2076 |
+
"step": 1240
|
2077 |
+
},
|
2078 |
+
{
|
2079 |
+
"epoch": 4.91,
|
2080 |
+
"grad_norm": 13.625,
|
2081 |
+
"learning_rate": 3.776312474353394e-09,
|
2082 |
+
"logits/chosen": -2.382949113845825,
|
2083 |
+
"logits/rejected": -2.3320465087890625,
|
2084 |
+
"logps/chosen": -262.14154052734375,
|
2085 |
+
"logps/rejected": -247.5254669189453,
|
2086 |
+
"loss": 0.0039,
|
2087 |
+
"rewards/accuracies": 0.9550000429153442,
|
2088 |
+
"rewards/chosen": 0.022636910900473595,
|
2089 |
+
"rewards/margins": 0.03510580584406853,
|
2090 |
+
"rewards/rejected": -0.012468894943594933,
|
2091 |
+
"step": 1250
|
2092 |
+
},
|
2093 |
+
{
|
2094 |
+
"epoch": 4.95,
|
2095 |
+
"grad_norm": 6.78125,
|
2096 |
+
"learning_rate": 9.442564426342949e-10,
|
2097 |
+
"logits/chosen": -2.3739681243896484,
|
2098 |
+
"logits/rejected": -2.3734383583068848,
|
2099 |
+
"logps/chosen": -248.2006072998047,
|
2100 |
+
"logps/rejected": -255.94161987304688,
|
2101 |
+
"loss": 0.0033,
|
2102 |
+
"rewards/accuracies": 0.9275000691413879,
|
2103 |
+
"rewards/chosen": 0.025133823975920677,
|
2104 |
+
"rewards/margins": 0.04240426793694496,
|
2105 |
+
"rewards/rejected": -0.017270449548959732,
|
2106 |
+
"step": 1260
|
2107 |
+
},
|
2108 |
+
{
|
2109 |
+
"epoch": 4.99,
|
2110 |
+
"grad_norm": 13.1875,
|
2111 |
+
"learning_rate": 0.0,
|
2112 |
+
"logits/chosen": -2.393690586090088,
|
2113 |
+
"logits/rejected": -2.3561182022094727,
|
2114 |
+
"logps/chosen": -263.6891174316406,
|
2115 |
+
"logps/rejected": -243.8829345703125,
|
2116 |
+
"loss": 0.0063,
|
2117 |
+
"rewards/accuracies": 0.949999988079071,
|
2118 |
+
"rewards/chosen": 0.024886978790163994,
|
2119 |
+
"rewards/margins": 0.0397338829934597,
|
2120 |
+
"rewards/rejected": -0.014846903271973133,
|
2121 |
+
"step": 1270
|
2122 |
+
},
|
2123 |
+
{
|
2124 |
+
"epoch": 4.99,
|
2125 |
+
"step": 1270,
|
2126 |
+
"total_flos": 0.0,
|
2127 |
+
"train_loss": 0.164279118501603,
|
2128 |
+
"train_runtime": 43545.4617,
|
2129 |
+
"train_samples_per_second": 7.02,
|
2130 |
+
"train_steps_per_second": 0.029
|
2131 |
+
}
|
2132 |
+
],
|
2133 |
+
"logging_steps": 10,
|
2134 |
+
"max_steps": 1270,
|
2135 |
+
"num_input_tokens_seen": 0,
|
2136 |
+
"num_train_epochs": 5,
|
2137 |
+
"save_steps": 100,
|
2138 |
+
"total_flos": 0.0,
|
2139 |
+
"train_batch_size": 10,
|
2140 |
+
"trial_name": null,
|
2141 |
+
"trial_params": null
|
2142 |
+
}
|