Model save
Browse files- README.md +82 -0
- all_results.json +9 -0
- generation_config.json +6 -0
- train_results.json +9 -0
- trainer_state.json +1626 -0
README.md
ADDED
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: transformers
|
3 |
+
license: apache-2.0
|
4 |
+
base_model: alignment-handbook/zephyr-7b-sft-full
|
5 |
+
tags:
|
6 |
+
- trl
|
7 |
+
- dpo
|
8 |
+
- generated_from_trainer
|
9 |
+
model-index:
|
10 |
+
- name: zephyr-7b-dpo-full
|
11 |
+
results: []
|
12 |
+
---
|
13 |
+
|
14 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
15 |
+
should probably proofread and complete it, then remove this comment. -->
|
16 |
+
|
17 |
+
# zephyr-7b-dpo-full
|
18 |
+
|
19 |
+
This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the None dataset.
|
20 |
+
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.7707
|
22 |
+
- Rewards/chosen: -1.5789
|
23 |
+
- Rewards/rejected: -2.6963
|
24 |
+
- Rewards/accuracies: 0.7857
|
25 |
+
- Rewards/margins: 1.1174
|
26 |
+
- Logps/rejected: -529.8352
|
27 |
+
- Logps/chosen: -439.8712
|
28 |
+
- Logits/rejected: 1.9213
|
29 |
+
- Logits/chosen: 0.5837
|
30 |
+
|
31 |
+
## Model description
|
32 |
+
|
33 |
+
More information needed
|
34 |
+
|
35 |
+
## Intended uses & limitations
|
36 |
+
|
37 |
+
More information needed
|
38 |
+
|
39 |
+
## Training and evaluation data
|
40 |
+
|
41 |
+
More information needed
|
42 |
+
|
43 |
+
## Training procedure
|
44 |
+
|
45 |
+
### Training hyperparameters
|
46 |
+
|
47 |
+
The following hyperparameters were used during training:
|
48 |
+
- learning_rate: 5e-07
|
49 |
+
- train_batch_size: 8
|
50 |
+
- eval_batch_size: 8
|
51 |
+
- seed: 42
|
52 |
+
- distributed_type: multi-GPU
|
53 |
+
- num_devices: 4
|
54 |
+
- gradient_accumulation_steps: 2
|
55 |
+
- total_train_batch_size: 64
|
56 |
+
- total_eval_batch_size: 32
|
57 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
58 |
+
- lr_scheduler_type: cosine
|
59 |
+
- lr_scheduler_warmup_ratio: 0.1
|
60 |
+
- num_epochs: 1
|
61 |
+
|
62 |
+
### Training results
|
63 |
+
|
64 |
+
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|
65 |
+
|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
|
66 |
+
| 0.9314 | 0.1047 | 100 | 0.9248 | -0.1341 | -0.3626 | 0.7103 | 0.2286 | -296.4655 | -295.3837 | -2.3941 | -2.4608 |
|
67 |
+
| 0.8722 | 0.2093 | 200 | 0.8865 | -0.5236 | -1.0726 | 0.7520 | 0.5489 | -367.4581 | -334.3411 | -1.6165 | -1.9828 |
|
68 |
+
| 0.8208 | 0.3140 | 300 | 0.8215 | -0.8865 | -1.6789 | 0.7639 | 0.7924 | -428.0927 | -370.6316 | 0.3061 | -0.4089 |
|
69 |
+
| 0.8208 | 0.4186 | 400 | 0.7982 | -1.1907 | -1.9986 | 0.7718 | 0.8079 | -460.0637 | -401.0516 | 0.5905 | -0.4262 |
|
70 |
+
| 0.7826 | 0.5233 | 500 | 0.7799 | -1.3975 | -2.4383 | 0.7758 | 1.0408 | -504.0349 | -421.7270 | 2.2339 | 1.0156 |
|
71 |
+
| 0.7546 | 0.6279 | 600 | 0.7723 | -1.5567 | -2.6664 | 0.7837 | 1.1097 | -526.8406 | -437.6459 | 1.6798 | 0.3290 |
|
72 |
+
| 0.7533 | 0.7326 | 700 | 0.7732 | -1.6247 | -2.7103 | 0.7837 | 1.0856 | -531.2306 | -444.4420 | 2.0190 | 0.6982 |
|
73 |
+
| 0.7498 | 0.8373 | 800 | 0.7710 | -1.5564 | -2.6320 | 0.7857 | 1.0756 | -523.4053 | -437.6152 | 1.7010 | 0.4246 |
|
74 |
+
| 0.7471 | 0.9419 | 900 | 0.7707 | -1.5789 | -2.6963 | 0.7857 | 1.1174 | -529.8352 | -439.8712 | 1.9213 | 0.5837 |
|
75 |
+
|
76 |
+
|
77 |
+
### Framework versions
|
78 |
+
|
79 |
+
- Transformers 4.44.2
|
80 |
+
- Pytorch 2.2.1+cu118
|
81 |
+
- Datasets 2.14.7
|
82 |
+
- Tokenizers 0.19.1
|
all_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 0.9994767137624281,
|
3 |
+
"total_flos": 0.0,
|
4 |
+
"train_loss": 0.8142244146756477,
|
5 |
+
"train_runtime": 34283.0174,
|
6 |
+
"train_samples": 61134,
|
7 |
+
"train_samples_per_second": 1.783,
|
8 |
+
"train_steps_per_second": 0.028
|
9 |
+
}
|
generation_config.json
ADDED
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"bos_token_id": 1,
|
4 |
+
"eos_token_id": 2,
|
5 |
+
"transformers_version": "4.44.2"
|
6 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 0.9994767137624281,
|
3 |
+
"total_flos": 0.0,
|
4 |
+
"train_loss": 0.8142244146756477,
|
5 |
+
"train_runtime": 34283.0174,
|
6 |
+
"train_samples": 61134,
|
7 |
+
"train_samples_per_second": 1.783,
|
8 |
+
"train_steps_per_second": 0.028
|
9 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,1626 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 0.9994767137624281,
|
5 |
+
"eval_steps": 100,
|
6 |
+
"global_step": 955,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.0010465724751439038,
|
13 |
+
"grad_norm": 12.684210249452411,
|
14 |
+
"learning_rate": 5.208333333333333e-09,
|
15 |
+
"logits/chosen": -2.9233341217041016,
|
16 |
+
"logits/rejected": -2.7917747497558594,
|
17 |
+
"logps/chosen": -380.82366943359375,
|
18 |
+
"logps/rejected": -358.487060546875,
|
19 |
+
"loss": 1.0,
|
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": 0.010465724751439037,
|
28 |
+
"grad_norm": 10.879665963860996,
|
29 |
+
"learning_rate": 5.208333333333333e-08,
|
30 |
+
"logits/chosen": -2.5956761837005615,
|
31 |
+
"logits/rejected": -2.569300413131714,
|
32 |
+
"logps/chosen": -256.6047058105469,
|
33 |
+
"logps/rejected": -234.93711853027344,
|
34 |
+
"loss": 0.9998,
|
35 |
+
"rewards/accuracies": 0.4722222089767456,
|
36 |
+
"rewards/chosen": 0.00017333232972305268,
|
37 |
+
"rewards/margins": 0.0007588959997519851,
|
38 |
+
"rewards/rejected": -0.0005855637136846781,
|
39 |
+
"step": 10
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.020931449502878074,
|
43 |
+
"grad_norm": 12.660694439558682,
|
44 |
+
"learning_rate": 1.0416666666666667e-07,
|
45 |
+
"logits/chosen": -2.613247871398926,
|
46 |
+
"logits/rejected": -2.5758299827575684,
|
47 |
+
"logps/chosen": -283.08770751953125,
|
48 |
+
"logps/rejected": -282.29901123046875,
|
49 |
+
"loss": 0.9998,
|
50 |
+
"rewards/accuracies": 0.5,
|
51 |
+
"rewards/chosen": 0.00026421304210089147,
|
52 |
+
"rewards/margins": 0.00011151668149977922,
|
53 |
+
"rewards/rejected": 0.00015269630239345133,
|
54 |
+
"step": 20
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 0.03139717425431711,
|
58 |
+
"grad_norm": 12.337952256825348,
|
59 |
+
"learning_rate": 1.5624999999999999e-07,
|
60 |
+
"logits/chosen": -2.691951036453247,
|
61 |
+
"logits/rejected": -2.667614698410034,
|
62 |
+
"logps/chosen": -270.21954345703125,
|
63 |
+
"logps/rejected": -276.70257568359375,
|
64 |
+
"loss": 0.9992,
|
65 |
+
"rewards/accuracies": 0.53125,
|
66 |
+
"rewards/chosen": 0.00038629298796877265,
|
67 |
+
"rewards/margins": 0.0007968698628246784,
|
68 |
+
"rewards/rejected": -0.00041057687485590577,
|
69 |
+
"step": 30
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 0.04186289900575615,
|
73 |
+
"grad_norm": 11.876881014853103,
|
74 |
+
"learning_rate": 2.0833333333333333e-07,
|
75 |
+
"logits/chosen": -2.664839267730713,
|
76 |
+
"logits/rejected": -2.589832067489624,
|
77 |
+
"logps/chosen": -290.53656005859375,
|
78 |
+
"logps/rejected": -282.1867980957031,
|
79 |
+
"loss": 0.9971,
|
80 |
+
"rewards/accuracies": 0.6312500238418579,
|
81 |
+
"rewards/chosen": 0.004319709725677967,
|
82 |
+
"rewards/margins": 0.005323711317032576,
|
83 |
+
"rewards/rejected": -0.0010040017077699304,
|
84 |
+
"step": 40
|
85 |
+
},
|
86 |
+
{
|
87 |
+
"epoch": 0.052328623757195186,
|
88 |
+
"grad_norm": 13.270256617763115,
|
89 |
+
"learning_rate": 2.604166666666667e-07,
|
90 |
+
"logits/chosen": -2.6715073585510254,
|
91 |
+
"logits/rejected": -2.5877907276153564,
|
92 |
+
"logps/chosen": -266.10845947265625,
|
93 |
+
"logps/rejected": -236.5567626953125,
|
94 |
+
"loss": 0.9929,
|
95 |
+
"rewards/accuracies": 0.6937500238418579,
|
96 |
+
"rewards/chosen": 0.015197384171187878,
|
97 |
+
"rewards/margins": 0.015182172879576683,
|
98 |
+
"rewards/rejected": 1.5211687241389882e-05,
|
99 |
+
"step": 50
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 0.06279434850863422,
|
103 |
+
"grad_norm": 11.894246837548359,
|
104 |
+
"learning_rate": 3.1249999999999997e-07,
|
105 |
+
"logits/chosen": -2.6269617080688477,
|
106 |
+
"logits/rejected": -2.5917298793792725,
|
107 |
+
"logps/chosen": -299.65716552734375,
|
108 |
+
"logps/rejected": -274.43682861328125,
|
109 |
+
"loss": 0.9862,
|
110 |
+
"rewards/accuracies": 0.6937500238418579,
|
111 |
+
"rewards/chosen": 0.04350100830197334,
|
112 |
+
"rewards/margins": 0.029931485652923584,
|
113 |
+
"rewards/rejected": 0.013569521717727184,
|
114 |
+
"step": 60
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.07326007326007326,
|
118 |
+
"grad_norm": 11.94629840214185,
|
119 |
+
"learning_rate": 3.645833333333333e-07,
|
120 |
+
"logits/chosen": -2.52927827835083,
|
121 |
+
"logits/rejected": -2.521303653717041,
|
122 |
+
"logps/chosen": -257.636474609375,
|
123 |
+
"logps/rejected": -262.7804260253906,
|
124 |
+
"loss": 0.9774,
|
125 |
+
"rewards/accuracies": 0.6875,
|
126 |
+
"rewards/chosen": 0.019934870302677155,
|
127 |
+
"rewards/margins": 0.0652446299791336,
|
128 |
+
"rewards/rejected": -0.04530975967645645,
|
129 |
+
"step": 70
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.0837257980115123,
|
133 |
+
"grad_norm": 13.797354905847879,
|
134 |
+
"learning_rate": 4.1666666666666667e-07,
|
135 |
+
"logits/chosen": -2.543499708175659,
|
136 |
+
"logits/rejected": -2.4710183143615723,
|
137 |
+
"logps/chosen": -274.4893493652344,
|
138 |
+
"logps/rejected": -261.1844482421875,
|
139 |
+
"loss": 0.9567,
|
140 |
+
"rewards/accuracies": 0.706250011920929,
|
141 |
+
"rewards/chosen": 0.015994269400835037,
|
142 |
+
"rewards/margins": 0.11483701318502426,
|
143 |
+
"rewards/rejected": -0.09884275496006012,
|
144 |
+
"step": 80
|
145 |
+
},
|
146 |
+
{
|
147 |
+
"epoch": 0.09419152276295134,
|
148 |
+
"grad_norm": 15.051298123886353,
|
149 |
+
"learning_rate": 4.6874999999999996e-07,
|
150 |
+
"logits/chosen": -2.483623504638672,
|
151 |
+
"logits/rejected": -2.4481821060180664,
|
152 |
+
"logps/chosen": -260.9582824707031,
|
153 |
+
"logps/rejected": -278.18963623046875,
|
154 |
+
"loss": 0.9481,
|
155 |
+
"rewards/accuracies": 0.668749988079071,
|
156 |
+
"rewards/chosen": -0.05396522209048271,
|
157 |
+
"rewards/margins": 0.08080872148275375,
|
158 |
+
"rewards/rejected": -0.13477393984794617,
|
159 |
+
"step": 90
|
160 |
+
},
|
161 |
+
{
|
162 |
+
"epoch": 0.10465724751439037,
|
163 |
+
"grad_norm": 13.876516756747606,
|
164 |
+
"learning_rate": 4.999732492681437e-07,
|
165 |
+
"logits/chosen": -2.4570467472076416,
|
166 |
+
"logits/rejected": -2.381937026977539,
|
167 |
+
"logps/chosen": -317.0618591308594,
|
168 |
+
"logps/rejected": -315.6556396484375,
|
169 |
+
"loss": 0.9314,
|
170 |
+
"rewards/accuracies": 0.731249988079071,
|
171 |
+
"rewards/chosen": -0.17215368151664734,
|
172 |
+
"rewards/margins": 0.18427203595638275,
|
173 |
+
"rewards/rejected": -0.35642576217651367,
|
174 |
+
"step": 100
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 0.10465724751439037,
|
178 |
+
"eval_logits/chosen": -2.4607555866241455,
|
179 |
+
"eval_logits/rejected": -2.3940787315368652,
|
180 |
+
"eval_logps/chosen": -295.3836669921875,
|
181 |
+
"eval_logps/rejected": -296.4655456542969,
|
182 |
+
"eval_loss": 0.9247981905937195,
|
183 |
+
"eval_rewards/accuracies": 0.7103174328804016,
|
184 |
+
"eval_rewards/chosen": -0.1340663731098175,
|
185 |
+
"eval_rewards/margins": 0.22856087982654572,
|
186 |
+
"eval_rewards/rejected": -0.3626272976398468,
|
187 |
+
"eval_runtime": 410.2228,
|
188 |
+
"eval_samples_per_second": 4.875,
|
189 |
+
"eval_steps_per_second": 0.154,
|
190 |
+
"step": 100
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 0.1151229722658294,
|
194 |
+
"grad_norm": 20.34786259548405,
|
195 |
+
"learning_rate": 4.996723692767926e-07,
|
196 |
+
"logits/chosen": -2.4748752117156982,
|
197 |
+
"logits/rejected": -2.420341730117798,
|
198 |
+
"logps/chosen": -263.1013488769531,
|
199 |
+
"logps/rejected": -280.06256103515625,
|
200 |
+
"loss": 0.9303,
|
201 |
+
"rewards/accuracies": 0.6812499761581421,
|
202 |
+
"rewards/chosen": -0.21624498069286346,
|
203 |
+
"rewards/margins": 0.21136274933815002,
|
204 |
+
"rewards/rejected": -0.4276077151298523,
|
205 |
+
"step": 110
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 0.12558869701726844,
|
209 |
+
"grad_norm": 18.011468034651415,
|
210 |
+
"learning_rate": 4.990375746213598e-07,
|
211 |
+
"logits/chosen": -2.4168341159820557,
|
212 |
+
"logits/rejected": -2.353346109390259,
|
213 |
+
"logps/chosen": -284.01434326171875,
|
214 |
+
"logps/rejected": -333.86517333984375,
|
215 |
+
"loss": 0.9134,
|
216 |
+
"rewards/accuracies": 0.731249988079071,
|
217 |
+
"rewards/chosen": -0.2143399715423584,
|
218 |
+
"rewards/margins": 0.23967032134532928,
|
219 |
+
"rewards/rejected": -0.4540103077888489,
|
220 |
+
"step": 120
|
221 |
+
},
|
222 |
+
{
|
223 |
+
"epoch": 0.1360544217687075,
|
224 |
+
"grad_norm": 20.20595442453097,
|
225 |
+
"learning_rate": 4.980697142834314e-07,
|
226 |
+
"logits/chosen": -2.333416223526001,
|
227 |
+
"logits/rejected": -2.272174835205078,
|
228 |
+
"logps/chosen": -326.86810302734375,
|
229 |
+
"logps/rejected": -334.0741271972656,
|
230 |
+
"loss": 0.9077,
|
231 |
+
"rewards/accuracies": 0.6937500238418579,
|
232 |
+
"rewards/chosen": -0.45602983236312866,
|
233 |
+
"rewards/margins": 0.34080833196640015,
|
234 |
+
"rewards/rejected": -0.7968382239341736,
|
235 |
+
"step": 130
|
236 |
+
},
|
237 |
+
{
|
238 |
+
"epoch": 0.14652014652014653,
|
239 |
+
"grad_norm": 25.245651601287875,
|
240 |
+
"learning_rate": 4.967700826904229e-07,
|
241 |
+
"logits/chosen": -1.9765796661376953,
|
242 |
+
"logits/rejected": -1.9096320867538452,
|
243 |
+
"logps/chosen": -344.718505859375,
|
244 |
+
"logps/rejected": -383.64544677734375,
|
245 |
+
"loss": 0.8734,
|
246 |
+
"rewards/accuracies": 0.737500011920929,
|
247 |
+
"rewards/chosen": -0.5360048413276672,
|
248 |
+
"rewards/margins": 0.41050204634666443,
|
249 |
+
"rewards/rejected": -0.9465070962905884,
|
250 |
+
"step": 140
|
251 |
+
},
|
252 |
+
{
|
253 |
+
"epoch": 0.15698587127158556,
|
254 |
+
"grad_norm": 21.269931947577092,
|
255 |
+
"learning_rate": 4.951404179843962e-07,
|
256 |
+
"logits/chosen": -2.0397307872772217,
|
257 |
+
"logits/rejected": -1.8855133056640625,
|
258 |
+
"logps/chosen": -348.33074951171875,
|
259 |
+
"logps/rejected": -355.48370361328125,
|
260 |
+
"loss": 0.8763,
|
261 |
+
"rewards/accuracies": 0.6937500238418579,
|
262 |
+
"rewards/chosen": -0.6048094034194946,
|
263 |
+
"rewards/margins": 0.4798543453216553,
|
264 |
+
"rewards/rejected": -1.0846636295318604,
|
265 |
+
"step": 150
|
266 |
+
},
|
267 |
+
{
|
268 |
+
"epoch": 0.1674515960230246,
|
269 |
+
"grad_norm": 33.533617020269915,
|
270 |
+
"learning_rate": 4.931828996974498e-07,
|
271 |
+
"logits/chosen": -2.1307215690612793,
|
272 |
+
"logits/rejected": -1.8285764455795288,
|
273 |
+
"logps/chosen": -352.92236328125,
|
274 |
+
"logps/rejected": -371.9589538574219,
|
275 |
+
"loss": 0.8427,
|
276 |
+
"rewards/accuracies": 0.731249988079071,
|
277 |
+
"rewards/chosen": -0.5708774924278259,
|
278 |
+
"rewards/margins": 0.5884283781051636,
|
279 |
+
"rewards/rejected": -1.1593058109283447,
|
280 |
+
"step": 160
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 0.17791732077446362,
|
284 |
+
"grad_norm": 32.757872064459335,
|
285 |
+
"learning_rate": 4.909001458367866e-07,
|
286 |
+
"logits/chosen": -1.2587175369262695,
|
287 |
+
"logits/rejected": -0.8609746098518372,
|
288 |
+
"logps/chosen": -408.7366027832031,
|
289 |
+
"logps/rejected": -442.3734436035156,
|
290 |
+
"loss": 0.8506,
|
291 |
+
"rewards/accuracies": 0.731249988079071,
|
292 |
+
"rewards/chosen": -1.3020718097686768,
|
293 |
+
"rewards/margins": 0.713103175163269,
|
294 |
+
"rewards/rejected": -2.015174627304077,
|
295 |
+
"step": 170
|
296 |
+
},
|
297 |
+
{
|
298 |
+
"epoch": 0.18838304552590268,
|
299 |
+
"grad_norm": 39.16606354469095,
|
300 |
+
"learning_rate": 4.882952093833627e-07,
|
301 |
+
"logits/chosen": -1.010235071182251,
|
302 |
+
"logits/rejected": -0.6893966794013977,
|
303 |
+
"logps/chosen": -386.0320739746094,
|
304 |
+
"logps/rejected": -459.80596923828125,
|
305 |
+
"loss": 0.8371,
|
306 |
+
"rewards/accuracies": 0.731249988079071,
|
307 |
+
"rewards/chosen": -1.4610180854797363,
|
308 |
+
"rewards/margins": 0.6689072847366333,
|
309 |
+
"rewards/rejected": -2.12992525100708,
|
310 |
+
"step": 180
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 0.1988487702773417,
|
314 |
+
"grad_norm": 38.44785852081829,
|
315 |
+
"learning_rate": 4.853715742087946e-07,
|
316 |
+
"logits/chosen": -1.110741138458252,
|
317 |
+
"logits/rejected": -0.910930335521698,
|
318 |
+
"logps/chosen": -359.8037414550781,
|
319 |
+
"logps/rejected": -432.5801696777344,
|
320 |
+
"loss": 0.8426,
|
321 |
+
"rewards/accuracies": 0.7749999761581421,
|
322 |
+
"rewards/chosen": -1.2385684251785278,
|
323 |
+
"rewards/margins": 0.5880638360977173,
|
324 |
+
"rewards/rejected": -1.8266319036483765,
|
325 |
+
"step": 190
|
326 |
+
},
|
327 |
+
{
|
328 |
+
"epoch": 0.20931449502878074,
|
329 |
+
"grad_norm": 29.500721336346615,
|
330 |
+
"learning_rate": 4.821331504159906e-07,
|
331 |
+
"logits/chosen": -1.7968833446502686,
|
332 |
+
"logits/rejected": -1.3632351160049438,
|
333 |
+
"logps/chosen": -372.0254211425781,
|
334 |
+
"logps/rejected": -369.52032470703125,
|
335 |
+
"loss": 0.8722,
|
336 |
+
"rewards/accuracies": 0.6875,
|
337 |
+
"rewards/chosen": -0.6137913465499878,
|
338 |
+
"rewards/margins": 0.5101683139801025,
|
339 |
+
"rewards/rejected": -1.1239596605300903,
|
340 |
+
"step": 200
|
341 |
+
},
|
342 |
+
{
|
343 |
+
"epoch": 0.20931449502878074,
|
344 |
+
"eval_logits/chosen": -1.9828360080718994,
|
345 |
+
"eval_logits/rejected": -1.6164638996124268,
|
346 |
+
"eval_logps/chosen": -334.34112548828125,
|
347 |
+
"eval_logps/rejected": -367.4581298828125,
|
348 |
+
"eval_loss": 0.8864663243293762,
|
349 |
+
"eval_rewards/accuracies": 0.7519841194152832,
|
350 |
+
"eval_rewards/chosen": -0.5236411094665527,
|
351 |
+
"eval_rewards/margins": 0.5489121079444885,
|
352 |
+
"eval_rewards/rejected": -1.072553277015686,
|
353 |
+
"eval_runtime": 405.4284,
|
354 |
+
"eval_samples_per_second": 4.933,
|
355 |
+
"eval_steps_per_second": 0.155,
|
356 |
+
"step": 200
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 0.21978021978021978,
|
360 |
+
"grad_norm": 33.64481516454493,
|
361 |
+
"learning_rate": 4.785842691097342e-07,
|
362 |
+
"logits/chosen": -1.8171882629394531,
|
363 |
+
"logits/rejected": -1.3618426322937012,
|
364 |
+
"logps/chosen": -348.45599365234375,
|
365 |
+
"logps/rejected": -389.9690856933594,
|
366 |
+
"loss": 0.8788,
|
367 |
+
"rewards/accuracies": 0.643750011920929,
|
368 |
+
"rewards/chosen": -0.6564497351646423,
|
369 |
+
"rewards/margins": 0.5203536152839661,
|
370 |
+
"rewards/rejected": -1.1768033504486084,
|
371 |
+
"step": 210
|
372 |
+
},
|
373 |
+
{
|
374 |
+
"epoch": 0.2302459445316588,
|
375 |
+
"grad_norm": 40.4541290817884,
|
376 |
+
"learning_rate": 4.7472967660421603e-07,
|
377 |
+
"logits/chosen": -1.0906522274017334,
|
378 |
+
"logits/rejected": -0.35459861159324646,
|
379 |
+
"logps/chosen": -383.7257080078125,
|
380 |
+
"logps/rejected": -398.504150390625,
|
381 |
+
"loss": 0.8394,
|
382 |
+
"rewards/accuracies": 0.731249988079071,
|
383 |
+
"rewards/chosen": -0.965796172618866,
|
384 |
+
"rewards/margins": 0.657662570476532,
|
385 |
+
"rewards/rejected": -1.6234586238861084,
|
386 |
+
"step": 220
|
387 |
+
},
|
388 |
+
{
|
389 |
+
"epoch": 0.24071166928309787,
|
390 |
+
"grad_norm": 35.38638904783933,
|
391 |
+
"learning_rate": 4.705745280752585e-07,
|
392 |
+
"logits/chosen": -1.0554046630859375,
|
393 |
+
"logits/rejected": -0.6607178449630737,
|
394 |
+
"logps/chosen": -392.6568603515625,
|
395 |
+
"logps/rejected": -424.40814208984375,
|
396 |
+
"loss": 0.8436,
|
397 |
+
"rewards/accuracies": 0.7250000238418579,
|
398 |
+
"rewards/chosen": -1.0391901731491089,
|
399 |
+
"rewards/margins": 0.5193502902984619,
|
400 |
+
"rewards/rejected": -1.5585404634475708,
|
401 |
+
"step": 230
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 0.25117739403453687,
|
405 |
+
"grad_norm": 51.716672818453596,
|
406 |
+
"learning_rate": 4.6612438066572555e-07,
|
407 |
+
"logits/chosen": -0.8230894207954407,
|
408 |
+
"logits/rejected": -0.2124086320400238,
|
409 |
+
"logps/chosen": -360.98162841796875,
|
410 |
+
"logps/rejected": -425.2185974121094,
|
411 |
+
"loss": 0.8129,
|
412 |
+
"rewards/accuracies": 0.731249988079071,
|
413 |
+
"rewards/chosen": -0.9339190721511841,
|
414 |
+
"rewards/margins": 0.7763990163803101,
|
415 |
+
"rewards/rejected": -1.7103179693222046,
|
416 |
+
"step": 240
|
417 |
+
},
|
418 |
+
{
|
419 |
+
"epoch": 0.2616431187859759,
|
420 |
+
"grad_norm": 33.945957236730834,
|
421 |
+
"learning_rate": 4.6138518605333664e-07,
|
422 |
+
"logits/chosen": -0.6045997142791748,
|
423 |
+
"logits/rejected": -0.11657794564962387,
|
424 |
+
"logps/chosen": -377.04498291015625,
|
425 |
+
"logps/rejected": -422.51678466796875,
|
426 |
+
"loss": 0.7922,
|
427 |
+
"rewards/accuracies": 0.699999988079071,
|
428 |
+
"rewards/chosen": -0.9926928281784058,
|
429 |
+
"rewards/margins": 0.6563337445259094,
|
430 |
+
"rewards/rejected": -1.64902663230896,
|
431 |
+
"step": 250
|
432 |
+
},
|
433 |
+
{
|
434 |
+
"epoch": 0.272108843537415,
|
435 |
+
"grad_norm": 34.96189412822079,
|
436 |
+
"learning_rate": 4.5636328249082514e-07,
|
437 |
+
"logits/chosen": -0.0778447613120079,
|
438 |
+
"logits/rejected": 0.5611258149147034,
|
439 |
+
"logps/chosen": -424.87054443359375,
|
440 |
+
"logps/rejected": -477.55487060546875,
|
441 |
+
"loss": 0.8389,
|
442 |
+
"rewards/accuracies": 0.6875,
|
443 |
+
"rewards/chosen": -1.358944296836853,
|
444 |
+
"rewards/margins": 0.5935989618301392,
|
445 |
+
"rewards/rejected": -1.9525432586669922,
|
446 |
+
"step": 260
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 0.282574568288854,
|
450 |
+
"grad_norm": 31.898898777717502,
|
451 |
+
"learning_rate": 4.510653863290871e-07,
|
452 |
+
"logits/chosen": -1.0117652416229248,
|
453 |
+
"logits/rejected": -0.5077033042907715,
|
454 |
+
"logps/chosen": -378.0097961425781,
|
455 |
+
"logps/rejected": -400.56414794921875,
|
456 |
+
"loss": 0.798,
|
457 |
+
"rewards/accuracies": 0.75,
|
458 |
+
"rewards/chosen": -0.7833204865455627,
|
459 |
+
"rewards/margins": 0.6868009567260742,
|
460 |
+
"rewards/rejected": -1.4701216220855713,
|
461 |
+
"step": 270
|
462 |
+
},
|
463 |
+
{
|
464 |
+
"epoch": 0.29304029304029305,
|
465 |
+
"grad_norm": 32.916951386686485,
|
466 |
+
"learning_rate": 4.4549858303465737e-07,
|
467 |
+
"logits/chosen": -0.3384867310523987,
|
468 |
+
"logits/rejected": 0.2598015367984772,
|
469 |
+
"logps/chosen": -389.6136474609375,
|
470 |
+
"logps/rejected": -451.6962890625,
|
471 |
+
"loss": 0.846,
|
472 |
+
"rewards/accuracies": 0.762499988079071,
|
473 |
+
"rewards/chosen": -0.9335886240005493,
|
474 |
+
"rewards/margins": 0.7509840130805969,
|
475 |
+
"rewards/rejected": -1.6845725774765015,
|
476 |
+
"step": 280
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 0.3035060177917321,
|
480 |
+
"grad_norm": 37.72765713788291,
|
481 |
+
"learning_rate": 4.396703177135261e-07,
|
482 |
+
"logits/chosen": -0.23731651902198792,
|
483 |
+
"logits/rejected": 0.5401536822319031,
|
484 |
+
"logps/chosen": -377.9930114746094,
|
485 |
+
"logps/rejected": -415.17022705078125,
|
486 |
+
"loss": 0.8217,
|
487 |
+
"rewards/accuracies": 0.737500011920929,
|
488 |
+
"rewards/chosen": -1.052441120147705,
|
489 |
+
"rewards/margins": 0.7287407517433167,
|
490 |
+
"rewards/rejected": -1.7811816930770874,
|
491 |
+
"step": 290
|
492 |
+
},
|
493 |
+
{
|
494 |
+
"epoch": 0.3139717425431711,
|
495 |
+
"grad_norm": 32.913268476105344,
|
496 |
+
"learning_rate": 4.335883851539693e-07,
|
497 |
+
"logits/chosen": -0.5817835330963135,
|
498 |
+
"logits/rejected": -0.08701565116643906,
|
499 |
+
"logps/chosen": -362.9393615722656,
|
500 |
+
"logps/rejected": -424.712158203125,
|
501 |
+
"loss": 0.8208,
|
502 |
+
"rewards/accuracies": 0.699999988079071,
|
503 |
+
"rewards/chosen": -0.9393421411514282,
|
504 |
+
"rewards/margins": 0.6302340030670166,
|
505 |
+
"rewards/rejected": -1.5695761442184448,
|
506 |
+
"step": 300
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 0.3139717425431711,
|
510 |
+
"eval_logits/chosen": -0.4089333117008209,
|
511 |
+
"eval_logits/rejected": 0.30610814690589905,
|
512 |
+
"eval_logps/chosen": -370.631591796875,
|
513 |
+
"eval_logps/rejected": -428.09271240234375,
|
514 |
+
"eval_loss": 0.8214874267578125,
|
515 |
+
"eval_rewards/accuracies": 0.7638888955116272,
|
516 |
+
"eval_rewards/chosen": -0.8865460753440857,
|
517 |
+
"eval_rewards/margins": 0.792353093624115,
|
518 |
+
"eval_rewards/rejected": -1.6788992881774902,
|
519 |
+
"eval_runtime": 394.7768,
|
520 |
+
"eval_samples_per_second": 5.066,
|
521 |
+
"eval_steps_per_second": 0.16,
|
522 |
+
"step": 300
|
523 |
+
},
|
524 |
+
{
|
525 |
+
"epoch": 0.32443746729461015,
|
526 |
+
"grad_norm": 35.677999783537,
|
527 |
+
"learning_rate": 4.272609194017105e-07,
|
528 |
+
"logits/chosen": -0.5777407884597778,
|
529 |
+
"logits/rejected": 0.6635278463363647,
|
530 |
+
"logps/chosen": -369.7853088378906,
|
531 |
+
"logps/rejected": -404.04779052734375,
|
532 |
+
"loss": 0.7973,
|
533 |
+
"rewards/accuracies": 0.7562500238418579,
|
534 |
+
"rewards/chosen": -0.8606454133987427,
|
535 |
+
"rewards/margins": 0.8526867628097534,
|
536 |
+
"rewards/rejected": -1.713331937789917,
|
537 |
+
"step": 310
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 0.3349031920460492,
|
541 |
+
"grad_norm": 32.27841917992221,
|
542 |
+
"learning_rate": 4.2069638288135547e-07,
|
543 |
+
"logits/chosen": 0.1319276988506317,
|
544 |
+
"logits/rejected": 0.9114134907722473,
|
545 |
+
"logps/chosen": -353.5772399902344,
|
546 |
+
"logps/rejected": -430.6465759277344,
|
547 |
+
"loss": 0.8394,
|
548 |
+
"rewards/accuracies": 0.71875,
|
549 |
+
"rewards/chosen": -1.0053209066390991,
|
550 |
+
"rewards/margins": 0.7951760292053223,
|
551 |
+
"rewards/rejected": -1.8004968166351318,
|
552 |
+
"step": 320
|
553 |
+
},
|
554 |
+
{
|
555 |
+
"epoch": 0.3453689167974882,
|
556 |
+
"grad_norm": 36.77279969745553,
|
557 |
+
"learning_rate": 4.139035550786494e-07,
|
558 |
+
"logits/chosen": 0.24769747257232666,
|
559 |
+
"logits/rejected": 0.9449674487113953,
|
560 |
+
"logps/chosen": -359.6546936035156,
|
561 |
+
"logps/rejected": -403.91668701171875,
|
562 |
+
"loss": 0.807,
|
563 |
+
"rewards/accuracies": 0.7250000238418579,
|
564 |
+
"rewards/chosen": -1.0324417352676392,
|
565 |
+
"rewards/margins": 0.6857098937034607,
|
566 |
+
"rewards/rejected": -1.7181516885757446,
|
567 |
+
"step": 330
|
568 |
+
},
|
569 |
+
{
|
570 |
+
"epoch": 0.35583464154892724,
|
571 |
+
"grad_norm": 37.42709989098109,
|
572 |
+
"learning_rate": 4.0689152079869306e-07,
|
573 |
+
"logits/chosen": 0.4464758336544037,
|
574 |
+
"logits/rejected": 1.1670682430267334,
|
575 |
+
"logps/chosen": -367.1394348144531,
|
576 |
+
"logps/rejected": -414.1123046875,
|
577 |
+
"loss": 0.8191,
|
578 |
+
"rewards/accuracies": 0.706250011920929,
|
579 |
+
"rewards/chosen": -0.9761883020401001,
|
580 |
+
"rewards/margins": 0.8046461343765259,
|
581 |
+
"rewards/rejected": -1.7808345556259155,
|
582 |
+
"step": 340
|
583 |
+
},
|
584 |
+
{
|
585 |
+
"epoch": 0.3663003663003663,
|
586 |
+
"grad_norm": 36.82109712593396,
|
587 |
+
"learning_rate": 3.99669658015821e-07,
|
588 |
+
"logits/chosen": 0.28100523352622986,
|
589 |
+
"logits/rejected": 1.06730055809021,
|
590 |
+
"logps/chosen": -388.6217041015625,
|
591 |
+
"logps/rejected": -429.86822509765625,
|
592 |
+
"loss": 0.7899,
|
593 |
+
"rewards/accuracies": 0.737500011920929,
|
594 |
+
"rewards/chosen": -0.9743186831474304,
|
595 |
+
"rewards/margins": 0.7633944749832153,
|
596 |
+
"rewards/rejected": -1.7377132177352905,
|
597 |
+
"step": 350
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 0.37676609105180536,
|
601 |
+
"grad_norm": 45.084347178428885,
|
602 |
+
"learning_rate": 3.92247625331392e-07,
|
603 |
+
"logits/chosen": 0.001661926507949829,
|
604 |
+
"logits/rejected": 0.8640968203544617,
|
605 |
+
"logps/chosen": -382.6606750488281,
|
606 |
+
"logps/rejected": -439.5569763183594,
|
607 |
+
"loss": 0.7609,
|
608 |
+
"rewards/accuracies": 0.8062499761581421,
|
609 |
+
"rewards/chosen": -0.967884361743927,
|
610 |
+
"rewards/margins": 0.8003349304199219,
|
611 |
+
"rewards/rejected": -1.7682193517684937,
|
612 |
+
"step": 360
|
613 |
+
},
|
614 |
+
{
|
615 |
+
"epoch": 0.3872318158032444,
|
616 |
+
"grad_norm": 47.00073205229117,
|
617 |
+
"learning_rate": 3.846353490562664e-07,
|
618 |
+
"logits/chosen": -0.05083969235420227,
|
619 |
+
"logits/rejected": 0.8022430539131165,
|
620 |
+
"logps/chosen": -356.86920166015625,
|
621 |
+
"logps/rejected": -404.42755126953125,
|
622 |
+
"loss": 0.8,
|
623 |
+
"rewards/accuracies": 0.731249988079071,
|
624 |
+
"rewards/chosen": -0.9355790019035339,
|
625 |
+
"rewards/margins": 0.7523115873336792,
|
626 |
+
"rewards/rejected": -1.687890648841858,
|
627 |
+
"step": 370
|
628 |
+
},
|
629 |
+
{
|
630 |
+
"epoch": 0.3976975405546834,
|
631 |
+
"grad_norm": 54.67041616108794,
|
632 |
+
"learning_rate": 3.768430099352445e-07,
|
633 |
+
"logits/chosen": 0.15414004027843475,
|
634 |
+
"logits/rejected": 1.1920832395553589,
|
635 |
+
"logps/chosen": -355.2337951660156,
|
636 |
+
"logps/rejected": -432.7115173339844,
|
637 |
+
"loss": 0.8138,
|
638 |
+
"rewards/accuracies": 0.762499988079071,
|
639 |
+
"rewards/chosen": -1.0056902170181274,
|
640 |
+
"rewards/margins": 0.8578664064407349,
|
641 |
+
"rewards/rejected": -1.8635566234588623,
|
642 |
+
"step": 380
|
643 |
+
},
|
644 |
+
{
|
645 |
+
"epoch": 0.40816326530612246,
|
646 |
+
"grad_norm": 36.59955698934101,
|
647 |
+
"learning_rate": 3.6888102953122304e-07,
|
648 |
+
"logits/chosen": -0.0811910480260849,
|
649 |
+
"logits/rejected": 0.8333920240402222,
|
650 |
+
"logps/chosen": -386.803955078125,
|
651 |
+
"logps/rejected": -451.043701171875,
|
652 |
+
"loss": 0.8125,
|
653 |
+
"rewards/accuracies": 0.737500011920929,
|
654 |
+
"rewards/chosen": -1.0521795749664307,
|
655 |
+
"rewards/margins": 0.7749984264373779,
|
656 |
+
"rewards/rejected": -1.8271780014038086,
|
657 |
+
"step": 390
|
658 |
+
},
|
659 |
+
{
|
660 |
+
"epoch": 0.4186289900575615,
|
661 |
+
"grad_norm": 44.12526971490869,
|
662 |
+
"learning_rate": 3.607600562872785e-07,
|
663 |
+
"logits/chosen": -0.16013869643211365,
|
664 |
+
"logits/rejected": 0.554747462272644,
|
665 |
+
"logps/chosen": -390.5782775878906,
|
666 |
+
"logps/rejected": -457.771484375,
|
667 |
+
"loss": 0.8208,
|
668 |
+
"rewards/accuracies": 0.7124999761581421,
|
669 |
+
"rewards/chosen": -1.205999732017517,
|
670 |
+
"rewards/margins": 0.694991946220398,
|
671 |
+
"rewards/rejected": -1.9009917974472046,
|
672 |
+
"step": 400
|
673 |
+
},
|
674 |
+
{
|
675 |
+
"epoch": 0.4186289900575615,
|
676 |
+
"eval_logits/chosen": -0.42617201805114746,
|
677 |
+
"eval_logits/rejected": 0.5905421376228333,
|
678 |
+
"eval_logps/chosen": -401.0516052246094,
|
679 |
+
"eval_logps/rejected": -460.0636901855469,
|
680 |
+
"eval_loss": 0.7982370257377625,
|
681 |
+
"eval_rewards/accuracies": 0.77182537317276,
|
682 |
+
"eval_rewards/chosen": -1.1907460689544678,
|
683 |
+
"eval_rewards/margins": 0.8078626394271851,
|
684 |
+
"eval_rewards/rejected": -1.9986087083816528,
|
685 |
+
"eval_runtime": 407.5508,
|
686 |
+
"eval_samples_per_second": 4.907,
|
687 |
+
"eval_steps_per_second": 0.155,
|
688 |
+
"step": 400
|
689 |
+
},
|
690 |
+
{
|
691 |
+
"epoch": 0.4290947148090005,
|
692 |
+
"grad_norm": 27.932485684518436,
|
693 |
+
"learning_rate": 3.5249095128531856e-07,
|
694 |
+
"logits/chosen": 0.006985366344451904,
|
695 |
+
"logits/rejected": 0.9441334009170532,
|
696 |
+
"logps/chosen": -385.29931640625,
|
697 |
+
"logps/rejected": -432.65802001953125,
|
698 |
+
"loss": 0.8168,
|
699 |
+
"rewards/accuracies": 0.75,
|
700 |
+
"rewards/chosen": -1.135567307472229,
|
701 |
+
"rewards/margins": 0.7227233648300171,
|
702 |
+
"rewards/rejected": -1.858290672302246,
|
703 |
+
"step": 410
|
704 |
+
},
|
705 |
+
{
|
706 |
+
"epoch": 0.43956043956043955,
|
707 |
+
"grad_norm": 81.65756808013388,
|
708 |
+
"learning_rate": 3.4408477372034736e-07,
|
709 |
+
"logits/chosen": -0.2533782124519348,
|
710 |
+
"logits/rejected": 1.4089046716690063,
|
711 |
+
"logps/chosen": -373.7265625,
|
712 |
+
"logps/rejected": -432.09588623046875,
|
713 |
+
"loss": 0.8162,
|
714 |
+
"rewards/accuracies": 0.78125,
|
715 |
+
"rewards/chosen": -0.915477454662323,
|
716 |
+
"rewards/margins": 0.8855735659599304,
|
717 |
+
"rewards/rejected": -1.8010507822036743,
|
718 |
+
"step": 420
|
719 |
+
},
|
720 |
+
{
|
721 |
+
"epoch": 0.4500261643118786,
|
722 |
+
"grad_norm": 64.08330230011423,
|
723 |
+
"learning_rate": 3.3555276610977276e-07,
|
724 |
+
"logits/chosen": 0.9608128666877747,
|
725 |
+
"logits/rejected": 2.096973180770874,
|
726 |
+
"logps/chosen": -359.41241455078125,
|
727 |
+
"logps/rejected": -445.40631103515625,
|
728 |
+
"loss": 0.7851,
|
729 |
+
"rewards/accuracies": 0.75,
|
730 |
+
"rewards/chosen": -1.056495189666748,
|
731 |
+
"rewards/margins": 0.8955538868904114,
|
732 |
+
"rewards/rejected": -1.952048897743225,
|
733 |
+
"step": 430
|
734 |
+
},
|
735 |
+
{
|
736 |
+
"epoch": 0.4604918890633176,
|
737 |
+
"grad_norm": 45.75501310686222,
|
738 |
+
"learning_rate": 3.269063392575352e-07,
|
739 |
+
"logits/chosen": 0.31944066286087036,
|
740 |
+
"logits/rejected": 1.1516392230987549,
|
741 |
+
"logps/chosen": -387.1063537597656,
|
742 |
+
"logps/rejected": -415.3641052246094,
|
743 |
+
"loss": 0.8046,
|
744 |
+
"rewards/accuracies": 0.7250000238418579,
|
745 |
+
"rewards/chosen": -0.9187418818473816,
|
746 |
+
"rewards/margins": 0.680588960647583,
|
747 |
+
"rewards/rejected": -1.5993306636810303,
|
748 |
+
"step": 440
|
749 |
+
},
|
750 |
+
{
|
751 |
+
"epoch": 0.47095761381475665,
|
752 |
+
"grad_norm": 40.092859728853355,
|
753 |
+
"learning_rate": 3.1815705699316964e-07,
|
754 |
+
"logits/chosen": -0.16375192999839783,
|
755 |
+
"logits/rejected": 0.5893057584762573,
|
756 |
+
"logps/chosen": -385.47412109375,
|
757 |
+
"logps/rejected": -477.24847412109375,
|
758 |
+
"loss": 0.797,
|
759 |
+
"rewards/accuracies": 0.7875000238418579,
|
760 |
+
"rewards/chosen": -1.030901551246643,
|
761 |
+
"rewards/margins": 0.9582377672195435,
|
762 |
+
"rewards/rejected": -1.989139199256897,
|
763 |
+
"step": 450
|
764 |
+
},
|
765 |
+
{
|
766 |
+
"epoch": 0.48142333856619574,
|
767 |
+
"grad_norm": 41.71685104223482,
|
768 |
+
"learning_rate": 3.0931662070620794e-07,
|
769 |
+
"logits/chosen": 0.22953590750694275,
|
770 |
+
"logits/rejected": 1.0651460886001587,
|
771 |
+
"logps/chosen": -399.14300537109375,
|
772 |
+
"logps/rejected": -465.94744873046875,
|
773 |
+
"loss": 0.8182,
|
774 |
+
"rewards/accuracies": 0.75,
|
775 |
+
"rewards/chosen": -1.4160016775131226,
|
776 |
+
"rewards/margins": 0.7932834029197693,
|
777 |
+
"rewards/rejected": -2.209285259246826,
|
778 |
+
"step": 460
|
779 |
+
},
|
780 |
+
{
|
781 |
+
"epoch": 0.49188906331763477,
|
782 |
+
"grad_norm": 45.00081885012515,
|
783 |
+
"learning_rate": 3.003968536966078e-07,
|
784 |
+
"logits/chosen": 0.9409812092781067,
|
785 |
+
"logits/rejected": 1.9240789413452148,
|
786 |
+
"logps/chosen": -418.9644470214844,
|
787 |
+
"logps/rejected": -467.4033203125,
|
788 |
+
"loss": 0.7631,
|
789 |
+
"rewards/accuracies": 0.731249988079071,
|
790 |
+
"rewards/chosen": -1.3515257835388184,
|
791 |
+
"rewards/margins": 0.8228591084480286,
|
792 |
+
"rewards/rejected": -2.1743850708007812,
|
793 |
+
"step": 470
|
794 |
+
},
|
795 |
+
{
|
796 |
+
"epoch": 0.5023547880690737,
|
797 |
+
"grad_norm": 51.675134784509765,
|
798 |
+
"learning_rate": 2.9140968536213693e-07,
|
799 |
+
"logits/chosen": 1.075547456741333,
|
800 |
+
"logits/rejected": 2.493340015411377,
|
801 |
+
"logps/chosen": -390.1001892089844,
|
802 |
+
"logps/rejected": -482.7947692871094,
|
803 |
+
"loss": 0.7996,
|
804 |
+
"rewards/accuracies": 0.768750011920929,
|
805 |
+
"rewards/chosen": -1.228891134262085,
|
806 |
+
"rewards/margins": 1.0860393047332764,
|
807 |
+
"rewards/rejected": -2.3149304389953613,
|
808 |
+
"step": 480
|
809 |
+
},
|
810 |
+
{
|
811 |
+
"epoch": 0.5128205128205128,
|
812 |
+
"grad_norm": 36.865587472816905,
|
813 |
+
"learning_rate": 2.823671352438608e-07,
|
814 |
+
"logits/chosen": -0.14976122975349426,
|
815 |
+
"logits/rejected": 1.63918137550354,
|
816 |
+
"logps/chosen": -416.5582580566406,
|
817 |
+
"logps/rejected": -461.94415283203125,
|
818 |
+
"loss": 0.7795,
|
819 |
+
"rewards/accuracies": 0.8374999761581421,
|
820 |
+
"rewards/chosen": -1.046267032623291,
|
821 |
+
"rewards/margins": 1.0088865756988525,
|
822 |
+
"rewards/rejected": -2.0551538467407227,
|
823 |
+
"step": 490
|
824 |
+
},
|
825 |
+
{
|
826 |
+
"epoch": 0.5232862375719518,
|
827 |
+
"grad_norm": 41.30030890040398,
|
828 |
+
"learning_rate": 2.73281296951072e-07,
|
829 |
+
"logits/chosen": 1.0807673931121826,
|
830 |
+
"logits/rejected": 1.9634937047958374,
|
831 |
+
"logps/chosen": -394.7601318359375,
|
832 |
+
"logps/rejected": -450.50628662109375,
|
833 |
+
"loss": 0.7826,
|
834 |
+
"rewards/accuracies": 0.768750011920929,
|
835 |
+
"rewards/chosen": -1.3611440658569336,
|
836 |
+
"rewards/margins": 0.870000958442688,
|
837 |
+
"rewards/rejected": -2.231145143508911,
|
838 |
+
"step": 500
|
839 |
+
},
|
840 |
+
{
|
841 |
+
"epoch": 0.5232862375719518,
|
842 |
+
"eval_logits/chosen": 1.0156385898590088,
|
843 |
+
"eval_logits/rejected": 2.233916997909546,
|
844 |
+
"eval_logps/chosen": -421.72698974609375,
|
845 |
+
"eval_logps/rejected": -504.034912109375,
|
846 |
+
"eval_loss": 0.7799234390258789,
|
847 |
+
"eval_rewards/accuracies": 0.7757936716079712,
|
848 |
+
"eval_rewards/chosen": -1.397499680519104,
|
849 |
+
"eval_rewards/margins": 1.0408216714859009,
|
850 |
+
"eval_rewards/rejected": -2.438321590423584,
|
851 |
+
"eval_runtime": 404.3457,
|
852 |
+
"eval_samples_per_second": 4.946,
|
853 |
+
"eval_steps_per_second": 0.156,
|
854 |
+
"step": 500
|
855 |
+
},
|
856 |
+
{
|
857 |
+
"epoch": 0.533751962323391,
|
858 |
+
"grad_norm": 54.334410731861475,
|
859 |
+
"learning_rate": 2.641643219871597e-07,
|
860 |
+
"logits/chosen": 1.0641226768493652,
|
861 |
+
"logits/rejected": 2.259822130203247,
|
862 |
+
"logps/chosen": -399.194580078125,
|
863 |
+
"logps/rejected": -516.8468017578125,
|
864 |
+
"loss": 0.7452,
|
865 |
+
"rewards/accuracies": 0.793749988079071,
|
866 |
+
"rewards/chosen": -1.1524865627288818,
|
867 |
+
"rewards/margins": 1.3779429197311401,
|
868 |
+
"rewards/rejected": -2.5304293632507324,
|
869 |
+
"step": 510
|
870 |
+
},
|
871 |
+
{
|
872 |
+
"epoch": 0.54421768707483,
|
873 |
+
"grad_norm": 88.58051947279036,
|
874 |
+
"learning_rate": 2.550284034980507e-07,
|
875 |
+
"logits/chosen": 2.1809422969818115,
|
876 |
+
"logits/rejected": 3.113351345062256,
|
877 |
+
"logps/chosen": -471.63287353515625,
|
878 |
+
"logps/rejected": -541.3626708984375,
|
879 |
+
"loss": 0.8148,
|
880 |
+
"rewards/accuracies": 0.706250011920929,
|
881 |
+
"rewards/chosen": -1.9956514835357666,
|
882 |
+
"rewards/margins": 0.9180843234062195,
|
883 |
+
"rewards/rejected": -2.913735866546631,
|
884 |
+
"step": 520
|
885 |
+
},
|
886 |
+
{
|
887 |
+
"epoch": 0.554683411826269,
|
888 |
+
"grad_norm": 39.757328239690565,
|
889 |
+
"learning_rate": 2.4588575996495794e-07,
|
890 |
+
"logits/chosen": 0.6403165459632874,
|
891 |
+
"logits/rejected": 1.7489306926727295,
|
892 |
+
"logps/chosen": -415.21319580078125,
|
893 |
+
"logps/rejected": -499.917236328125,
|
894 |
+
"loss": 0.7868,
|
895 |
+
"rewards/accuracies": 0.7250000238418579,
|
896 |
+
"rewards/chosen": -1.4644101858139038,
|
897 |
+
"rewards/margins": 0.9843127131462097,
|
898 |
+
"rewards/rejected": -2.4487228393554688,
|
899 |
+
"step": 530
|
900 |
+
},
|
901 |
+
{
|
902 |
+
"epoch": 0.565149136577708,
|
903 |
+
"grad_norm": 40.25852990858294,
|
904 |
+
"learning_rate": 2.367486188632446e-07,
|
905 |
+
"logits/chosen": -0.26262250542640686,
|
906 |
+
"logits/rejected": 0.8144134283065796,
|
907 |
+
"logps/chosen": -404.18792724609375,
|
908 |
+
"logps/rejected": -461.5171813964844,
|
909 |
+
"loss": 0.8012,
|
910 |
+
"rewards/accuracies": 0.737500011920929,
|
911 |
+
"rewards/chosen": -1.1386909484863281,
|
912 |
+
"rewards/margins": 0.8705164194107056,
|
913 |
+
"rewards/rejected": -2.009207248687744,
|
914 |
+
"step": 540
|
915 |
+
},
|
916 |
+
{
|
917 |
+
"epoch": 0.5756148613291471,
|
918 |
+
"grad_norm": 39.67017653274985,
|
919 |
+
"learning_rate": 2.276292003092593e-07,
|
920 |
+
"logits/chosen": 0.2649956941604614,
|
921 |
+
"logits/rejected": 1.6869157552719116,
|
922 |
+
"logps/chosen": -412.3680114746094,
|
923 |
+
"logps/rejected": -480.45892333984375,
|
924 |
+
"loss": 0.8035,
|
925 |
+
"rewards/accuracies": 0.768750011920929,
|
926 |
+
"rewards/chosen": -1.410407543182373,
|
927 |
+
"rewards/margins": 1.1013845205307007,
|
928 |
+
"rewards/rejected": -2.511791944503784,
|
929 |
+
"step": 550
|
930 |
+
},
|
931 |
+
{
|
932 |
+
"epoch": 0.5860805860805861,
|
933 |
+
"grad_norm": 48.8987231552702,
|
934 |
+
"learning_rate": 2.185397007170141e-07,
|
935 |
+
"logits/chosen": 0.45904502272605896,
|
936 |
+
"logits/rejected": 2.004812717437744,
|
937 |
+
"logps/chosen": -432.9220275878906,
|
938 |
+
"logps/rejected": -502.25054931640625,
|
939 |
+
"loss": 0.8156,
|
940 |
+
"rewards/accuracies": 0.75,
|
941 |
+
"rewards/chosen": -1.5010192394256592,
|
942 |
+
"rewards/margins": 0.9719829559326172,
|
943 |
+
"rewards/rejected": -2.4730021953582764,
|
944 |
+
"step": 560
|
945 |
+
},
|
946 |
+
{
|
947 |
+
"epoch": 0.5965463108320251,
|
948 |
+
"grad_norm": 46.52679933808478,
|
949 |
+
"learning_rate": 2.094922764865619e-07,
|
950 |
+
"logits/chosen": 0.06010497733950615,
|
951 |
+
"logits/rejected": 1.337308645248413,
|
952 |
+
"logps/chosen": -434.7491760253906,
|
953 |
+
"logps/rejected": -508.05413818359375,
|
954 |
+
"loss": 0.7681,
|
955 |
+
"rewards/accuracies": 0.737500011920929,
|
956 |
+
"rewards/chosen": -1.5524450540542603,
|
957 |
+
"rewards/margins": 0.8663631677627563,
|
958 |
+
"rewards/rejected": -2.4188084602355957,
|
959 |
+
"step": 570
|
960 |
+
},
|
961 |
+
{
|
962 |
+
"epoch": 0.6070120355834642,
|
963 |
+
"grad_norm": 49.619200203200066,
|
964 |
+
"learning_rate": 2.0049902774588797e-07,
|
965 |
+
"logits/chosen": 0.18441572785377502,
|
966 |
+
"logits/rejected": 1.5482475757598877,
|
967 |
+
"logps/chosen": -395.56878662109375,
|
968 |
+
"logps/rejected": -450.8467712402344,
|
969 |
+
"loss": 0.7832,
|
970 |
+
"rewards/accuracies": 0.78125,
|
971 |
+
"rewards/chosen": -1.4222776889801025,
|
972 |
+
"rewards/margins": 0.9578974843025208,
|
973 |
+
"rewards/rejected": -2.3801751136779785,
|
974 |
+
"step": 580
|
975 |
+
},
|
976 |
+
{
|
977 |
+
"epoch": 0.6174777603349032,
|
978 |
+
"grad_norm": 38.27541061990721,
|
979 |
+
"learning_rate": 1.9157198216806238e-07,
|
980 |
+
"logits/chosen": 0.08942364156246185,
|
981 |
+
"logits/rejected": 1.5633885860443115,
|
982 |
+
"logps/chosen": -431.2159118652344,
|
983 |
+
"logps/rejected": -519.74560546875,
|
984 |
+
"loss": 0.7602,
|
985 |
+
"rewards/accuracies": 0.699999988079071,
|
986 |
+
"rewards/chosen": -1.5320241451263428,
|
987 |
+
"rewards/margins": 0.9783884882926941,
|
988 |
+
"rewards/rejected": -2.5104126930236816,
|
989 |
+
"step": 590
|
990 |
+
},
|
991 |
+
{
|
992 |
+
"epoch": 0.6279434850863422,
|
993 |
+
"grad_norm": 43.240477495824976,
|
994 |
+
"learning_rate": 1.8272307888529274e-07,
|
995 |
+
"logits/chosen": 0.5950905084609985,
|
996 |
+
"logits/rejected": 1.837579369544983,
|
997 |
+
"logps/chosen": -435.34698486328125,
|
998 |
+
"logps/rejected": -513.4215698242188,
|
999 |
+
"loss": 0.7546,
|
1000 |
+
"rewards/accuracies": 0.7749999761581421,
|
1001 |
+
"rewards/chosen": -1.5277029275894165,
|
1002 |
+
"rewards/margins": 1.0060127973556519,
|
1003 |
+
"rewards/rejected": -2.5337159633636475,
|
1004 |
+
"step": 600
|
1005 |
+
},
|
1006 |
+
{
|
1007 |
+
"epoch": 0.6279434850863422,
|
1008 |
+
"eval_logits/chosen": 0.3289608955383301,
|
1009 |
+
"eval_logits/rejected": 1.6797810792922974,
|
1010 |
+
"eval_logps/chosen": -437.6458740234375,
|
1011 |
+
"eval_logps/rejected": -526.840576171875,
|
1012 |
+
"eval_loss": 0.7723253965377808,
|
1013 |
+
"eval_rewards/accuracies": 0.783730149269104,
|
1014 |
+
"eval_rewards/chosen": -1.5566877126693726,
|
1015 |
+
"eval_rewards/margins": 1.1096901893615723,
|
1016 |
+
"eval_rewards/rejected": -2.6663780212402344,
|
1017 |
+
"eval_runtime": 437.2513,
|
1018 |
+
"eval_samples_per_second": 4.574,
|
1019 |
+
"eval_steps_per_second": 0.144,
|
1020 |
+
"step": 600
|
1021 |
+
},
|
1022 |
+
{
|
1023 |
+
"epoch": 0.6384092098377813,
|
1024 |
+
"grad_norm": 52.91138230105047,
|
1025 |
+
"learning_rate": 1.7396415252139288e-07,
|
1026 |
+
"logits/chosen": 0.2616492509841919,
|
1027 |
+
"logits/rejected": 2.0162370204925537,
|
1028 |
+
"logps/chosen": -463.6256408691406,
|
1029 |
+
"logps/rejected": -519.8214111328125,
|
1030 |
+
"loss": 0.7861,
|
1031 |
+
"rewards/accuracies": 0.7875000238418579,
|
1032 |
+
"rewards/chosen": -1.580159306526184,
|
1033 |
+
"rewards/margins": 1.1713967323303223,
|
1034 |
+
"rewards/rejected": -2.751555919647217,
|
1035 |
+
"step": 610
|
1036 |
+
},
|
1037 |
+
{
|
1038 |
+
"epoch": 0.6488749345892203,
|
1039 |
+
"grad_norm": 48.31537624152789,
|
1040 |
+
"learning_rate": 1.6530691736402316e-07,
|
1041 |
+
"logits/chosen": 0.6659356951713562,
|
1042 |
+
"logits/rejected": 1.7698688507080078,
|
1043 |
+
"logps/chosen": -429.9051818847656,
|
1044 |
+
"logps/rejected": -497.07025146484375,
|
1045 |
+
"loss": 0.7441,
|
1046 |
+
"rewards/accuracies": 0.7749999761581421,
|
1047 |
+
"rewards/chosen": -1.5888570547103882,
|
1048 |
+
"rewards/margins": 1.0183988809585571,
|
1049 |
+
"rewards/rejected": -2.607255697250366,
|
1050 |
+
"step": 620
|
1051 |
+
},
|
1052 |
+
{
|
1053 |
+
"epoch": 0.6593406593406593,
|
1054 |
+
"grad_norm": 236.736070461938,
|
1055 |
+
"learning_rate": 1.5676295169786864e-07,
|
1056 |
+
"logits/chosen": 0.7470348477363586,
|
1057 |
+
"logits/rejected": 2.425363302230835,
|
1058 |
+
"logps/chosen": -437.38818359375,
|
1059 |
+
"logps/rejected": -515.9216918945312,
|
1060 |
+
"loss": 0.7726,
|
1061 |
+
"rewards/accuracies": 0.800000011920929,
|
1062 |
+
"rewards/chosen": -1.6273107528686523,
|
1063 |
+
"rewards/margins": 1.1723902225494385,
|
1064 |
+
"rewards/rejected": -2.799700975418091,
|
1065 |
+
"step": 630
|
1066 |
+
},
|
1067 |
+
{
|
1068 |
+
"epoch": 0.6698063840920984,
|
1069 |
+
"grad_norm": 52.12999592819006,
|
1070 |
+
"learning_rate": 1.483436823197092e-07,
|
1071 |
+
"logits/chosen": 1.6778907775878906,
|
1072 |
+
"logits/rejected": 3.183229446411133,
|
1073 |
+
"logps/chosen": -463.07952880859375,
|
1074 |
+
"logps/rejected": -530.0252685546875,
|
1075 |
+
"loss": 0.7562,
|
1076 |
+
"rewards/accuracies": 0.7875000238418579,
|
1077 |
+
"rewards/chosen": -1.960402488708496,
|
1078 |
+
"rewards/margins": 1.0529009103775024,
|
1079 |
+
"rewards/rejected": -3.013303279876709,
|
1080 |
+
"step": 640
|
1081 |
+
},
|
1082 |
+
{
|
1083 |
+
"epoch": 0.6802721088435374,
|
1084 |
+
"grad_norm": 41.836074119152094,
|
1085 |
+
"learning_rate": 1.4006036925609243e-07,
|
1086 |
+
"logits/chosen": 0.887537956237793,
|
1087 |
+
"logits/rejected": 2.033219337463379,
|
1088 |
+
"logps/chosen": -427.80706787109375,
|
1089 |
+
"logps/rejected": -527.1192626953125,
|
1090 |
+
"loss": 0.7609,
|
1091 |
+
"rewards/accuracies": 0.731249988079071,
|
1092 |
+
"rewards/chosen": -1.601722002029419,
|
1093 |
+
"rewards/margins": 0.9513872861862183,
|
1094 |
+
"rewards/rejected": -2.5531094074249268,
|
1095 |
+
"step": 650
|
1096 |
+
},
|
1097 |
+
{
|
1098 |
+
"epoch": 0.6907378335949764,
|
1099 |
+
"grad_norm": 54.26043387708765,
|
1100 |
+
"learning_rate": 1.319240907040458e-07,
|
1101 |
+
"logits/chosen": 0.6521838903427124,
|
1102 |
+
"logits/rejected": 2.2099432945251465,
|
1103 |
+
"logps/chosen": -436.31256103515625,
|
1104 |
+
"logps/rejected": -529.8990478515625,
|
1105 |
+
"loss": 0.7569,
|
1106 |
+
"rewards/accuracies": 0.762499988079071,
|
1107 |
+
"rewards/chosen": -1.5409561395645142,
|
1108 |
+
"rewards/margins": 1.183617353439331,
|
1109 |
+
"rewards/rejected": -2.7245736122131348,
|
1110 |
+
"step": 660
|
1111 |
+
},
|
1112 |
+
{
|
1113 |
+
"epoch": 0.7012035583464155,
|
1114 |
+
"grad_norm": 51.79386928760391,
|
1115 |
+
"learning_rate": 1.239457282149695e-07,
|
1116 |
+
"logits/chosen": 0.2191120684146881,
|
1117 |
+
"logits/rejected": 1.4961636066436768,
|
1118 |
+
"logps/chosen": -430.20184326171875,
|
1119 |
+
"logps/rejected": -532.6630859375,
|
1120 |
+
"loss": 0.7425,
|
1121 |
+
"rewards/accuracies": 0.7562500238418579,
|
1122 |
+
"rewards/chosen": -1.416535496711731,
|
1123 |
+
"rewards/margins": 1.0790010690689087,
|
1124 |
+
"rewards/rejected": -2.4955363273620605,
|
1125 |
+
"step": 670
|
1126 |
+
},
|
1127 |
+
{
|
1128 |
+
"epoch": 0.7116692830978545,
|
1129 |
+
"grad_norm": 39.78182707020652,
|
1130 |
+
"learning_rate": 1.1613595214152711e-07,
|
1131 |
+
"logits/chosen": 0.693936288356781,
|
1132 |
+
"logits/rejected": 1.9294044971466064,
|
1133 |
+
"logps/chosen": -457.75494384765625,
|
1134 |
+
"logps/rejected": -548.4839477539062,
|
1135 |
+
"loss": 0.7871,
|
1136 |
+
"rewards/accuracies": 0.762499988079071,
|
1137 |
+
"rewards/chosen": -1.460933804512024,
|
1138 |
+
"rewards/margins": 1.144832968711853,
|
1139 |
+
"rewards/rejected": -2.605767011642456,
|
1140 |
+
"step": 680
|
1141 |
+
},
|
1142 |
+
{
|
1143 |
+
"epoch": 0.7221350078492935,
|
1144 |
+
"grad_norm": 39.2241916837222,
|
1145 |
+
"learning_rate": 1.0850520736699362e-07,
|
1146 |
+
"logits/chosen": 0.6683017015457153,
|
1147 |
+
"logits/rejected": 2.4072530269622803,
|
1148 |
+
"logps/chosen": -429.7069396972656,
|
1149 |
+
"logps/rejected": -508.4949645996094,
|
1150 |
+
"loss": 0.7309,
|
1151 |
+
"rewards/accuracies": 0.8062499761581421,
|
1152 |
+
"rewards/chosen": -1.590958833694458,
|
1153 |
+
"rewards/margins": 1.1668089628219604,
|
1154 |
+
"rewards/rejected": -2.757768154144287,
|
1155 |
+
"step": 690
|
1156 |
+
},
|
1157 |
+
{
|
1158 |
+
"epoch": 0.7326007326007326,
|
1159 |
+
"grad_norm": 48.29061638514223,
|
1160 |
+
"learning_rate": 1.0106369933615042e-07,
|
1161 |
+
"logits/chosen": 0.9930335283279419,
|
1162 |
+
"logits/rejected": 2.0346710681915283,
|
1163 |
+
"logps/chosen": -419.7799377441406,
|
1164 |
+
"logps/rejected": -497.60980224609375,
|
1165 |
+
"loss": 0.7533,
|
1166 |
+
"rewards/accuracies": 0.7562500238418579,
|
1167 |
+
"rewards/chosen": -1.6569970846176147,
|
1168 |
+
"rewards/margins": 0.933269202709198,
|
1169 |
+
"rewards/rejected": -2.590266466140747,
|
1170 |
+
"step": 700
|
1171 |
+
},
|
1172 |
+
{
|
1173 |
+
"epoch": 0.7326007326007326,
|
1174 |
+
"eval_logits/chosen": 0.698245108127594,
|
1175 |
+
"eval_logits/rejected": 2.0190064907073975,
|
1176 |
+
"eval_logps/chosen": -444.4420166015625,
|
1177 |
+
"eval_logps/rejected": -531.2305908203125,
|
1178 |
+
"eval_loss": 0.7731993198394775,
|
1179 |
+
"eval_rewards/accuracies": 0.783730149269104,
|
1180 |
+
"eval_rewards/chosen": -1.624650239944458,
|
1181 |
+
"eval_rewards/margins": 1.0856273174285889,
|
1182 |
+
"eval_rewards/rejected": -2.710277795791626,
|
1183 |
+
"eval_runtime": 434.4645,
|
1184 |
+
"eval_samples_per_second": 4.603,
|
1185 |
+
"eval_steps_per_second": 0.145,
|
1186 |
+
"step": 700
|
1187 |
+
},
|
1188 |
+
{
|
1189 |
+
"epoch": 0.7430664573521716,
|
1190 |
+
"grad_norm": 53.90683395989049,
|
1191 |
+
"learning_rate": 9.382138040640714e-08,
|
1192 |
+
"logits/chosen": 0.8914741277694702,
|
1193 |
+
"logits/rejected": 2.3093373775482178,
|
1194 |
+
"logps/chosen": -432.30670166015625,
|
1195 |
+
"logps/rejected": -514.6910400390625,
|
1196 |
+
"loss": 0.8039,
|
1197 |
+
"rewards/accuracies": 0.737500011920929,
|
1198 |
+
"rewards/chosen": -1.7386293411254883,
|
1199 |
+
"rewards/margins": 0.9785627126693726,
|
1200 |
+
"rewards/rejected": -2.7171919345855713,
|
1201 |
+
"step": 710
|
1202 |
+
},
|
1203 |
+
{
|
1204 |
+
"epoch": 0.7535321821036107,
|
1205 |
+
"grad_norm": 42.68152796542752,
|
1206 |
+
"learning_rate": 8.678793653740632e-08,
|
1207 |
+
"logits/chosen": 0.6328099370002747,
|
1208 |
+
"logits/rejected": 1.9483941793441772,
|
1209 |
+
"logps/chosen": -434.7218322753906,
|
1210 |
+
"logps/rejected": -515.1497192382812,
|
1211 |
+
"loss": 0.7468,
|
1212 |
+
"rewards/accuracies": 0.75,
|
1213 |
+
"rewards/chosen": -1.5094399452209473,
|
1214 |
+
"rewards/margins": 1.1674511432647705,
|
1215 |
+
"rewards/rejected": -2.6768908500671387,
|
1216 |
+
"step": 720
|
1217 |
+
},
|
1218 |
+
{
|
1219 |
+
"epoch": 0.7639979068550498,
|
1220 |
+
"grad_norm": 127.83230371998283,
|
1221 |
+
"learning_rate": 7.997277433690983e-08,
|
1222 |
+
"logits/chosen": 0.7204136848449707,
|
1223 |
+
"logits/rejected": 1.8154442310333252,
|
1224 |
+
"logps/chosen": -442.3927307128906,
|
1225 |
+
"logps/rejected": -500.26715087890625,
|
1226 |
+
"loss": 0.7779,
|
1227 |
+
"rewards/accuracies": 0.75,
|
1228 |
+
"rewards/chosen": -1.7704966068267822,
|
1229 |
+
"rewards/margins": 0.8622214198112488,
|
1230 |
+
"rewards/rejected": -2.6327178478240967,
|
1231 |
+
"step": 730
|
1232 |
+
},
|
1233 |
+
{
|
1234 |
+
"epoch": 0.7744636316064888,
|
1235 |
+
"grad_norm": 47.565336938926386,
|
1236 |
+
"learning_rate": 7.338500848029602e-08,
|
1237 |
+
"logits/chosen": 0.9852989912033081,
|
1238 |
+
"logits/rejected": 2.030043601989746,
|
1239 |
+
"logps/chosen": -424.19757080078125,
|
1240 |
+
"logps/rejected": -495.47698974609375,
|
1241 |
+
"loss": 0.7867,
|
1242 |
+
"rewards/accuracies": 0.731249988079071,
|
1243 |
+
"rewards/chosen": -1.7129170894622803,
|
1244 |
+
"rewards/margins": 0.9195534586906433,
|
1245 |
+
"rewards/rejected": -2.6324708461761475,
|
1246 |
+
"step": 740
|
1247 |
+
},
|
1248 |
+
{
|
1249 |
+
"epoch": 0.7849293563579278,
|
1250 |
+
"grad_norm": 44.5701608685198,
|
1251 |
+
"learning_rate": 6.70334495204884e-08,
|
1252 |
+
"logits/chosen": 0.9759708642959595,
|
1253 |
+
"logits/rejected": 2.1048731803894043,
|
1254 |
+
"logps/chosen": -432.25665283203125,
|
1255 |
+
"logps/rejected": -540.9370727539062,
|
1256 |
+
"loss": 0.7385,
|
1257 |
+
"rewards/accuracies": 0.71875,
|
1258 |
+
"rewards/chosen": -1.8538835048675537,
|
1259 |
+
"rewards/margins": 1.118869662284851,
|
1260 |
+
"rewards/rejected": -2.9727535247802734,
|
1261 |
+
"step": 750
|
1262 |
+
},
|
1263 |
+
{
|
1264 |
+
"epoch": 0.7953950811093669,
|
1265 |
+
"grad_norm": 41.44381898960517,
|
1266 |
+
"learning_rate": 6.092659210462231e-08,
|
1267 |
+
"logits/chosen": 1.2645413875579834,
|
1268 |
+
"logits/rejected": 2.389688014984131,
|
1269 |
+
"logps/chosen": -435.0619201660156,
|
1270 |
+
"logps/rejected": -540.019287109375,
|
1271 |
+
"loss": 0.7955,
|
1272 |
+
"rewards/accuracies": 0.7562500238418579,
|
1273 |
+
"rewards/chosen": -1.9370710849761963,
|
1274 |
+
"rewards/margins": 1.0329408645629883,
|
1275 |
+
"rewards/rejected": -2.9700117111206055,
|
1276 |
+
"step": 760
|
1277 |
+
},
|
1278 |
+
{
|
1279 |
+
"epoch": 0.8058608058608059,
|
1280 |
+
"grad_norm": 30.769792434058846,
|
1281 |
+
"learning_rate": 5.507260361320737e-08,
|
1282 |
+
"logits/chosen": 0.6200178861618042,
|
1283 |
+
"logits/rejected": 1.4624145030975342,
|
1284 |
+
"logps/chosen": -481.1289978027344,
|
1285 |
+
"logps/rejected": -598.737060546875,
|
1286 |
+
"loss": 0.7364,
|
1287 |
+
"rewards/accuracies": 0.731249988079071,
|
1288 |
+
"rewards/chosen": -1.7775561809539795,
|
1289 |
+
"rewards/margins": 0.9905630350112915,
|
1290 |
+
"rewards/rejected": -2.7681193351745605,
|
1291 |
+
"step": 770
|
1292 |
+
},
|
1293 |
+
{
|
1294 |
+
"epoch": 0.8163265306122449,
|
1295 |
+
"grad_norm": 41.661722006018714,
|
1296 |
+
"learning_rate": 4.947931323697982e-08,
|
1297 |
+
"logits/chosen": 0.542585015296936,
|
1298 |
+
"logits/rejected": 1.6623198986053467,
|
1299 |
+
"logps/chosen": -482.098388671875,
|
1300 |
+
"logps/rejected": -534.7088623046875,
|
1301 |
+
"loss": 0.7831,
|
1302 |
+
"rewards/accuracies": 0.737500011920929,
|
1303 |
+
"rewards/chosen": -1.63140869140625,
|
1304 |
+
"rewards/margins": 1.0396373271942139,
|
1305 |
+
"rewards/rejected": -2.671046257019043,
|
1306 |
+
"step": 780
|
1307 |
+
},
|
1308 |
+
{
|
1309 |
+
"epoch": 0.826792255363684,
|
1310 |
+
"grad_norm": 58.38987202011464,
|
1311 |
+
"learning_rate": 4.415420150605398e-08,
|
1312 |
+
"logits/chosen": 0.6806478500366211,
|
1313 |
+
"logits/rejected": 2.5227348804473877,
|
1314 |
+
"logps/chosen": -446.99407958984375,
|
1315 |
+
"logps/rejected": -531.7085571289062,
|
1316 |
+
"loss": 0.8047,
|
1317 |
+
"rewards/accuracies": 0.8062499761581421,
|
1318 |
+
"rewards/chosen": -1.6840887069702148,
|
1319 |
+
"rewards/margins": 1.1803264617919922,
|
1320 |
+
"rewards/rejected": -2.864415407180786,
|
1321 |
+
"step": 790
|
1322 |
+
},
|
1323 |
+
{
|
1324 |
+
"epoch": 0.837257980115123,
|
1325 |
+
"grad_norm": 54.92650887953424,
|
1326 |
+
"learning_rate": 3.9104390285376374e-08,
|
1327 |
+
"logits/chosen": 0.9064415097236633,
|
1328 |
+
"logits/rejected": 2.0099093914031982,
|
1329 |
+
"logps/chosen": -438.2958068847656,
|
1330 |
+
"logps/rejected": -536.7066650390625,
|
1331 |
+
"loss": 0.7498,
|
1332 |
+
"rewards/accuracies": 0.737500011920929,
|
1333 |
+
"rewards/chosen": -1.7221300601959229,
|
1334 |
+
"rewards/margins": 1.0116078853607178,
|
1335 |
+
"rewards/rejected": -2.7337381839752197,
|
1336 |
+
"step": 800
|
1337 |
+
},
|
1338 |
+
{
|
1339 |
+
"epoch": 0.837257980115123,
|
1340 |
+
"eval_logits/chosen": 0.42459264397621155,
|
1341 |
+
"eval_logits/rejected": 1.701023817062378,
|
1342 |
+
"eval_logps/chosen": -437.61517333984375,
|
1343 |
+
"eval_logps/rejected": -523.4053344726562,
|
1344 |
+
"eval_loss": 0.770976722240448,
|
1345 |
+
"eval_rewards/accuracies": 0.7857142686843872,
|
1346 |
+
"eval_rewards/chosen": -1.5563815832138062,
|
1347 |
+
"eval_rewards/margins": 1.07564377784729,
|
1348 |
+
"eval_rewards/rejected": -2.6320252418518066,
|
1349 |
+
"eval_runtime": 433.8899,
|
1350 |
+
"eval_samples_per_second": 4.609,
|
1351 |
+
"eval_steps_per_second": 0.145,
|
1352 |
+
"step": 800
|
1353 |
+
},
|
1354 |
+
{
|
1355 |
+
"epoch": 0.847723704866562,
|
1356 |
+
"grad_norm": 43.87215946696443,
|
1357 |
+
"learning_rate": 3.433663324986208e-08,
|
1358 |
+
"logits/chosen": 0.48925551772117615,
|
1359 |
+
"logits/rejected": 1.9570659399032593,
|
1360 |
+
"logps/chosen": -447.86956787109375,
|
1361 |
+
"logps/rejected": -505.90460205078125,
|
1362 |
+
"loss": 0.7762,
|
1363 |
+
"rewards/accuracies": 0.78125,
|
1364 |
+
"rewards/chosen": -1.5664446353912354,
|
1365 |
+
"rewards/margins": 1.0283935070037842,
|
1366 |
+
"rewards/rejected": -2.5948386192321777,
|
1367 |
+
"step": 810
|
1368 |
+
},
|
1369 |
+
{
|
1370 |
+
"epoch": 0.858189429618001,
|
1371 |
+
"grad_norm": 51.45847719694428,
|
1372 |
+
"learning_rate": 2.9857306851953897e-08,
|
1373 |
+
"logits/chosen": 0.5297014117240906,
|
1374 |
+
"logits/rejected": 1.7246748208999634,
|
1375 |
+
"logps/chosen": -460.77532958984375,
|
1376 |
+
"logps/rejected": -539.4356689453125,
|
1377 |
+
"loss": 0.7816,
|
1378 |
+
"rewards/accuracies": 0.7437499761581421,
|
1379 |
+
"rewards/chosen": -1.5598516464233398,
|
1380 |
+
"rewards/margins": 1.0026460886001587,
|
1381 |
+
"rewards/rejected": -2.562497615814209,
|
1382 |
+
"step": 820
|
1383 |
+
},
|
1384 |
+
{
|
1385 |
+
"epoch": 0.8686551543694401,
|
1386 |
+
"grad_norm": 42.163832663541584,
|
1387 |
+
"learning_rate": 2.567240179368185e-08,
|
1388 |
+
"logits/chosen": 0.6047491431236267,
|
1389 |
+
"logits/rejected": 1.7334954738616943,
|
1390 |
+
"logps/chosen": -419.39410400390625,
|
1391 |
+
"logps/rejected": -516.76171875,
|
1392 |
+
"loss": 0.7858,
|
1393 |
+
"rewards/accuracies": 0.706250011920929,
|
1394 |
+
"rewards/chosen": -1.612444281578064,
|
1395 |
+
"rewards/margins": 1.0573890209197998,
|
1396 |
+
"rewards/rejected": -2.669833183288574,
|
1397 |
+
"step": 830
|
1398 |
+
},
|
1399 |
+
{
|
1400 |
+
"epoch": 0.8791208791208791,
|
1401 |
+
"grad_norm": 39.25207064131512,
|
1402 |
+
"learning_rate": 2.1787515014630357e-08,
|
1403 |
+
"logits/chosen": 0.570409893989563,
|
1404 |
+
"logits/rejected": 2.050328493118286,
|
1405 |
+
"logps/chosen": -446.327392578125,
|
1406 |
+
"logps/rejected": -537.5885009765625,
|
1407 |
+
"loss": 0.7303,
|
1408 |
+
"rewards/accuracies": 0.762499988079071,
|
1409 |
+
"rewards/chosen": -1.6405481100082397,
|
1410 |
+
"rewards/margins": 1.0744378566741943,
|
1411 |
+
"rewards/rejected": -2.7149858474731445,
|
1412 |
+
"step": 840
|
1413 |
+
},
|
1414 |
+
{
|
1415 |
+
"epoch": 0.8895866038723181,
|
1416 |
+
"grad_norm": 38.654218714989135,
|
1417 |
+
"learning_rate": 1.820784220652766e-08,
|
1418 |
+
"logits/chosen": 0.9261777997016907,
|
1419 |
+
"logits/rejected": 2.4772746562957764,
|
1420 |
+
"logps/chosen": -441.26593017578125,
|
1421 |
+
"logps/rejected": -515.775634765625,
|
1422 |
+
"loss": 0.7198,
|
1423 |
+
"rewards/accuracies": 0.8062499761581421,
|
1424 |
+
"rewards/chosen": -1.6039543151855469,
|
1425 |
+
"rewards/margins": 1.2189046144485474,
|
1426 |
+
"rewards/rejected": -2.822859048843384,
|
1427 |
+
"step": 850
|
1428 |
+
},
|
1429 |
+
{
|
1430 |
+
"epoch": 0.9000523286237572,
|
1431 |
+
"grad_norm": 40.349585259848205,
|
1432 |
+
"learning_rate": 1.4938170864468636e-08,
|
1433 |
+
"logits/chosen": 0.8169757127761841,
|
1434 |
+
"logits/rejected": 2.297128200531006,
|
1435 |
+
"logps/chosen": -451.08831787109375,
|
1436 |
+
"logps/rejected": -525.7896118164062,
|
1437 |
+
"loss": 0.7621,
|
1438 |
+
"rewards/accuracies": 0.7749999761581421,
|
1439 |
+
"rewards/chosen": -1.6278215646743774,
|
1440 |
+
"rewards/margins": 1.0165573358535767,
|
1441 |
+
"rewards/rejected": -2.644378662109375,
|
1442 |
+
"step": 860
|
1443 |
+
},
|
1444 |
+
{
|
1445 |
+
"epoch": 0.9105180533751962,
|
1446 |
+
"grad_norm": 51.17316772784962,
|
1447 |
+
"learning_rate": 1.1982873884064465e-08,
|
1448 |
+
"logits/chosen": 0.41630926728248596,
|
1449 |
+
"logits/rejected": 1.8632510900497437,
|
1450 |
+
"logps/chosen": -424.0140686035156,
|
1451 |
+
"logps/rejected": -504.92547607421875,
|
1452 |
+
"loss": 0.7708,
|
1453 |
+
"rewards/accuracies": 0.7562500238418579,
|
1454 |
+
"rewards/chosen": -1.5223877429962158,
|
1455 |
+
"rewards/margins": 1.0619755983352661,
|
1456 |
+
"rewards/rejected": -2.5843632221221924,
|
1457 |
+
"step": 870
|
1458 |
+
},
|
1459 |
+
{
|
1460 |
+
"epoch": 0.9209837781266352,
|
1461 |
+
"grad_norm": 101.12783488833479,
|
1462 |
+
"learning_rate": 9.345903713082304e-09,
|
1463 |
+
"logits/chosen": 0.549272894859314,
|
1464 |
+
"logits/rejected": 1.6597293615341187,
|
1465 |
+
"logps/chosen": -451.48077392578125,
|
1466 |
+
"logps/rejected": -547.0665893554688,
|
1467 |
+
"loss": 0.765,
|
1468 |
+
"rewards/accuracies": 0.75,
|
1469 |
+
"rewards/chosen": -1.473332166671753,
|
1470 |
+
"rewards/margins": 1.0507396459579468,
|
1471 |
+
"rewards/rejected": -2.52407169342041,
|
1472 |
+
"step": 880
|
1473 |
+
},
|
1474 |
+
{
|
1475 |
+
"epoch": 0.9314495028780743,
|
1476 |
+
"grad_norm": 38.221448327358026,
|
1477 |
+
"learning_rate": 7.030787065396865e-09,
|
1478 |
+
"logits/chosen": 0.5618971586227417,
|
1479 |
+
"logits/rejected": 1.767998456954956,
|
1480 |
+
"logps/chosen": -447.612060546875,
|
1481 |
+
"logps/rejected": -547.6981201171875,
|
1482 |
+
"loss": 0.763,
|
1483 |
+
"rewards/accuracies": 0.7250000238418579,
|
1484 |
+
"rewards/chosen": -1.5987756252288818,
|
1485 |
+
"rewards/margins": 1.075731873512268,
|
1486 |
+
"rewards/rejected": -2.6745076179504395,
|
1487 |
+
"step": 890
|
1488 |
+
},
|
1489 |
+
{
|
1490 |
+
"epoch": 0.9419152276295133,
|
1491 |
+
"grad_norm": 44.6705960527571,
|
1492 |
+
"learning_rate": 5.04062020432286e-09,
|
1493 |
+
"logits/chosen": 0.39258813858032227,
|
1494 |
+
"logits/rejected": 1.4880520105361938,
|
1495 |
+
"logps/chosen": -429.32666015625,
|
1496 |
+
"logps/rejected": -534.9125366210938,
|
1497 |
+
"loss": 0.7471,
|
1498 |
+
"rewards/accuracies": 0.7749999761581421,
|
1499 |
+
"rewards/chosen": -1.4897866249084473,
|
1500 |
+
"rewards/margins": 1.0451949834823608,
|
1501 |
+
"rewards/rejected": -2.5349814891815186,
|
1502 |
+
"step": 900
|
1503 |
+
},
|
1504 |
+
{
|
1505 |
+
"epoch": 0.9419152276295133,
|
1506 |
+
"eval_logits/chosen": 0.5837222337722778,
|
1507 |
+
"eval_logits/rejected": 1.9212509393692017,
|
1508 |
+
"eval_logps/chosen": -439.8711853027344,
|
1509 |
+
"eval_logps/rejected": -529.835205078125,
|
1510 |
+
"eval_loss": 0.7707245945930481,
|
1511 |
+
"eval_rewards/accuracies": 0.7857142686843872,
|
1512 |
+
"eval_rewards/chosen": -1.5789415836334229,
|
1513 |
+
"eval_rewards/margins": 1.1173815727233887,
|
1514 |
+
"eval_rewards/rejected": -2.6963229179382324,
|
1515 |
+
"eval_runtime": 434.4266,
|
1516 |
+
"eval_samples_per_second": 4.604,
|
1517 |
+
"eval_steps_per_second": 0.145,
|
1518 |
+
"step": 900
|
1519 |
+
},
|
1520 |
+
{
|
1521 |
+
"epoch": 0.9523809523809523,
|
1522 |
+
"grad_norm": 67.71518744315276,
|
1523 |
+
"learning_rate": 3.3780648016376866e-09,
|
1524 |
+
"logits/chosen": 0.7767223119735718,
|
1525 |
+
"logits/rejected": 1.9748680591583252,
|
1526 |
+
"logps/chosen": -378.9118347167969,
|
1527 |
+
"logps/rejected": -469.43475341796875,
|
1528 |
+
"loss": 0.7758,
|
1529 |
+
"rewards/accuracies": 0.78125,
|
1530 |
+
"rewards/chosen": -1.5541870594024658,
|
1531 |
+
"rewards/margins": 1.01143479347229,
|
1532 |
+
"rewards/rejected": -2.565621852874756,
|
1533 |
+
"step": 910
|
1534 |
+
},
|
1535 |
+
{
|
1536 |
+
"epoch": 0.9628466771323915,
|
1537 |
+
"grad_norm": 41.38648210926084,
|
1538 |
+
"learning_rate": 2.0453443778310766e-09,
|
1539 |
+
"logits/chosen": 0.674950897693634,
|
1540 |
+
"logits/rejected": 1.9640384912490845,
|
1541 |
+
"logps/chosen": -441.17425537109375,
|
1542 |
+
"logps/rejected": -512.7354736328125,
|
1543 |
+
"loss": 0.7815,
|
1544 |
+
"rewards/accuracies": 0.762499988079071,
|
1545 |
+
"rewards/chosen": -1.5449568033218384,
|
1546 |
+
"rewards/margins": 1.0664222240447998,
|
1547 |
+
"rewards/rejected": -2.6113791465759277,
|
1548 |
+
"step": 920
|
1549 |
+
},
|
1550 |
+
{
|
1551 |
+
"epoch": 0.9733124018838305,
|
1552 |
+
"grad_norm": 44.32409040550577,
|
1553 |
+
"learning_rate": 1.0442413283435758e-09,
|
1554 |
+
"logits/chosen": 0.3402867913246155,
|
1555 |
+
"logits/rejected": 2.12355375289917,
|
1556 |
+
"logps/chosen": -458.4666442871094,
|
1557 |
+
"logps/rejected": -520.189697265625,
|
1558 |
+
"loss": 0.7506,
|
1559 |
+
"rewards/accuracies": 0.762499988079071,
|
1560 |
+
"rewards/chosen": -1.4366506338119507,
|
1561 |
+
"rewards/margins": 1.1228129863739014,
|
1562 |
+
"rewards/rejected": -2.5594632625579834,
|
1563 |
+
"step": 930
|
1564 |
+
},
|
1565 |
+
{
|
1566 |
+
"epoch": 0.9837781266352695,
|
1567 |
+
"grad_norm": 37.11757505544597,
|
1568 |
+
"learning_rate": 3.760945397705828e-10,
|
1569 |
+
"logits/chosen": 0.5025678873062134,
|
1570 |
+
"logits/rejected": 1.861249327659607,
|
1571 |
+
"logps/chosen": -410.0967712402344,
|
1572 |
+
"logps/rejected": -514.7454223632812,
|
1573 |
+
"loss": 0.7376,
|
1574 |
+
"rewards/accuracies": 0.731249988079071,
|
1575 |
+
"rewards/chosen": -1.468609094619751,
|
1576 |
+
"rewards/margins": 1.0813006162643433,
|
1577 |
+
"rewards/rejected": -2.549909830093384,
|
1578 |
+
"step": 940
|
1579 |
+
},
|
1580 |
+
{
|
1581 |
+
"epoch": 0.9942438513867086,
|
1582 |
+
"grad_norm": 43.09246402370499,
|
1583 |
+
"learning_rate": 4.17975992204056e-11,
|
1584 |
+
"logits/chosen": 0.6304216384887695,
|
1585 |
+
"logits/rejected": 1.4559619426727295,
|
1586 |
+
"logps/chosen": -462.8529357910156,
|
1587 |
+
"logps/rejected": -536.662109375,
|
1588 |
+
"loss": 0.757,
|
1589 |
+
"rewards/accuracies": 0.706250011920929,
|
1590 |
+
"rewards/chosen": -1.6002047061920166,
|
1591 |
+
"rewards/margins": 0.9165245890617371,
|
1592 |
+
"rewards/rejected": -2.5167293548583984,
|
1593 |
+
"step": 950
|
1594 |
+
},
|
1595 |
+
{
|
1596 |
+
"epoch": 0.9994767137624281,
|
1597 |
+
"step": 955,
|
1598 |
+
"total_flos": 0.0,
|
1599 |
+
"train_loss": 0.8142244146756477,
|
1600 |
+
"train_runtime": 34283.0174,
|
1601 |
+
"train_samples_per_second": 1.783,
|
1602 |
+
"train_steps_per_second": 0.028
|
1603 |
+
}
|
1604 |
+
],
|
1605 |
+
"logging_steps": 10,
|
1606 |
+
"max_steps": 955,
|
1607 |
+
"num_input_tokens_seen": 0,
|
1608 |
+
"num_train_epochs": 1,
|
1609 |
+
"save_steps": 100,
|
1610 |
+
"stateful_callbacks": {
|
1611 |
+
"TrainerControl": {
|
1612 |
+
"args": {
|
1613 |
+
"should_epoch_stop": false,
|
1614 |
+
"should_evaluate": false,
|
1615 |
+
"should_log": false,
|
1616 |
+
"should_save": true,
|
1617 |
+
"should_training_stop": true
|
1618 |
+
},
|
1619 |
+
"attributes": {}
|
1620 |
+
}
|
1621 |
+
},
|
1622 |
+
"total_flos": 0.0,
|
1623 |
+
"train_batch_size": 8,
|
1624 |
+
"trial_name": null,
|
1625 |
+
"trial_params": null
|
1626 |
+
}
|