Model save
Browse files
README.md
ADDED
|
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: alignment-handbook/zephyr-7b-sft-full
|
| 3 |
+
library_name: peft
|
| 4 |
+
license: apache-2.0
|
| 5 |
+
tags:
|
| 6 |
+
- trl
|
| 7 |
+
- dpo
|
| 8 |
+
- generated_from_trainer
|
| 9 |
+
model-index:
|
| 10 |
+
- name: zephyr-dpop-qlora-uf-oursuf6k-5e-7
|
| 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-dpop-qlora-uf-oursuf6k-5e-7
|
| 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: 0.6903
|
| 22 |
+
- Positive Losses: 0.0373
|
| 23 |
+
- Dpo Losses: 0.6851
|
| 24 |
+
- Rewards/chosen: 0.0599
|
| 25 |
+
- Rewards/rejected: 0.0432
|
| 26 |
+
- Rewards/accuracies: 0.6160
|
| 27 |
+
- Rewards/margins: 0.0167
|
| 28 |
+
- Rewards/margins Max: 0.0930
|
| 29 |
+
- Rewards/margins Min: -0.0511
|
| 30 |
+
- Rewards/margins Std: 0.0481
|
| 31 |
+
- Logps/rejected: -254.2623
|
| 32 |
+
- Logps/chosen: -278.6050
|
| 33 |
+
- Logits/rejected: -2.7602
|
| 34 |
+
- Logits/chosen: -2.7988
|
| 35 |
+
|
| 36 |
+
## Model description
|
| 37 |
+
|
| 38 |
+
More information needed
|
| 39 |
+
|
| 40 |
+
## Intended uses & limitations
|
| 41 |
+
|
| 42 |
+
More information needed
|
| 43 |
+
|
| 44 |
+
## Training and evaluation data
|
| 45 |
+
|
| 46 |
+
More information needed
|
| 47 |
+
|
| 48 |
+
## Training procedure
|
| 49 |
+
|
| 50 |
+
### Training hyperparameters
|
| 51 |
+
|
| 52 |
+
The following hyperparameters were used during training:
|
| 53 |
+
- learning_rate: 5e-07
|
| 54 |
+
- train_batch_size: 4
|
| 55 |
+
- eval_batch_size: 8
|
| 56 |
+
- seed: 42
|
| 57 |
+
- distributed_type: multi-GPU
|
| 58 |
+
- num_devices: 2
|
| 59 |
+
- gradient_accumulation_steps: 2
|
| 60 |
+
- total_train_batch_size: 16
|
| 61 |
+
- total_eval_batch_size: 16
|
| 62 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 63 |
+
- lr_scheduler_type: cosine
|
| 64 |
+
- lr_scheduler_warmup_ratio: 0.1
|
| 65 |
+
- num_epochs: 1
|
| 66 |
+
|
| 67 |
+
### Training results
|
| 68 |
+
|
| 69 |
+
| Training Loss | Epoch | Step | Validation Loss | Positive Losses | Dpo Losses | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Rewards/margins Max | Rewards/margins Min | Rewards/margins Std | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|
| 70 |
+
|:-------------:|:-----:|:----:|:---------------:|:---------------:|:----------:|:--------------:|:----------------:|:------------------:|:---------------:|:-------------------:|:-------------------:|:-------------------:|:--------------:|:------------:|:---------------:|:-------------:|
|
| 71 |
+
| 0.6918 | 0.15 | 100 | 0.6930 | 0.0047 | 0.6922 | 0.0135 | 0.0117 | 0.6000 | 0.0019 | 0.0130 | -0.0081 | 0.0070 | -257.4135 | -283.2392 | -2.7718 | -2.8105 |
|
| 72 |
+
| 0.6867 | 0.29 | 200 | 0.6917 | 0.0124 | 0.6900 | 0.0299 | 0.0235 | 0.6100 | 0.0063 | 0.0373 | -0.0214 | 0.0194 | -256.2250 | -281.6053 | -2.7690 | -2.8075 |
|
| 73 |
+
| 0.6825 | 0.44 | 300 | 0.6909 | 0.0225 | 0.6879 | 0.0441 | 0.0333 | 0.625 | 0.0108 | 0.0619 | -0.0341 | 0.0319 | -255.2539 | -280.1855 | -2.7634 | -2.8021 |
|
| 74 |
+
| 0.6808 | 0.58 | 400 | 0.6905 | 0.0314 | 0.6861 | 0.0543 | 0.0397 | 0.6170 | 0.0147 | 0.0808 | -0.0436 | 0.0415 | -254.6122 | -279.1606 | -2.7608 | -2.7994 |
|
| 75 |
+
| 0.6769 | 0.73 | 500 | 0.6902 | 0.0330 | 0.6855 | 0.0585 | 0.0426 | 0.6120 | 0.0160 | 0.0885 | -0.0487 | 0.0458 | -254.3216 | -278.7400 | -2.7587 | -2.7975 |
|
| 76 |
+
| 0.67 | 0.88 | 600 | 0.6903 | 0.0373 | 0.6851 | 0.0599 | 0.0432 | 0.6160 | 0.0167 | 0.0930 | -0.0511 | 0.0481 | -254.2623 | -278.6050 | -2.7602 | -2.7988 |
|
| 77 |
+
|
| 78 |
+
|
| 79 |
+
### Framework versions
|
| 80 |
+
|
| 81 |
+
- PEFT 0.7.1
|
| 82 |
+
- Transformers 4.39.0.dev0
|
| 83 |
+
- Pytorch 2.1.2+cu121
|
| 84 |
+
- Datasets 2.14.6
|
| 85 |
+
- Tokenizers 0.15.2
|
adapter_model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 671150064
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:824ff4b0773838199a21e37e84916de704e6a91d73f2cea127d597e120ab6935
|
| 3 |
size 671150064
|
all_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 1.0,
|
| 3 |
+
"train_loss": 0.6833745032026056,
|
| 4 |
+
"train_runtime": 9125.7542,
|
| 5 |
+
"train_samples": 10941,
|
| 6 |
+
"train_samples_per_second": 1.199,
|
| 7 |
+
"train_steps_per_second": 0.075
|
| 8 |
+
}
|
runs/Jul24_06-16-31_notebook-deployment-48-7d9b6c99-khd85/events.out.tfevents.1721801834.notebook-deployment-48-7d9b6c99-khd85.3314908.0
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:f3d76600712c5de53578285f3c6a322de9e0844b1cba5441b84da4d4abfb38df
|
| 3 |
+
size 80391
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 1.0,
|
| 3 |
+
"train_loss": 0.6833745032026056,
|
| 4 |
+
"train_runtime": 9125.7542,
|
| 5 |
+
"train_samples": 10941,
|
| 6 |
+
"train_samples_per_second": 1.199,
|
| 7 |
+
"train_steps_per_second": 0.075
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,1536 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"eval_steps": 100,
|
| 6 |
+
"global_step": 684,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"dpo_losses": 0.6931471824645996,
|
| 13 |
+
"epoch": 0.0,
|
| 14 |
+
"grad_norm": 1.9721656718078973,
|
| 15 |
+
"learning_rate": 7.246376811594203e-09,
|
| 16 |
+
"logits/chosen": -2.8746490478515625,
|
| 17 |
+
"logits/rejected": -2.840811252593994,
|
| 18 |
+
"logps/chosen": -227.73272705078125,
|
| 19 |
+
"logps/rejected": -174.71890258789062,
|
| 20 |
+
"loss": 0.6931,
|
| 21 |
+
"positive_losses": 0.0,
|
| 22 |
+
"rewards/accuracies": 0.0,
|
| 23 |
+
"rewards/chosen": 0.0,
|
| 24 |
+
"rewards/margins": 0.0,
|
| 25 |
+
"rewards/margins_max": 0.0,
|
| 26 |
+
"rewards/margins_min": 0.0,
|
| 27 |
+
"rewards/margins_std": 0.0,
|
| 28 |
+
"rewards/rejected": 0.0,
|
| 29 |
+
"step": 1
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"dpo_losses": 0.6933290958404541,
|
| 33 |
+
"epoch": 0.01,
|
| 34 |
+
"grad_norm": 25.64726309944567,
|
| 35 |
+
"learning_rate": 7.246376811594203e-08,
|
| 36 |
+
"logits/chosen": -2.7698583602905273,
|
| 37 |
+
"logits/rejected": -2.726212501525879,
|
| 38 |
+
"logps/chosen": -244.640380859375,
|
| 39 |
+
"logps/rejected": -240.38246154785156,
|
| 40 |
+
"loss": 0.6981,
|
| 41 |
+
"positive_losses": 0.04526931792497635,
|
| 42 |
+
"rewards/accuracies": 0.2638888955116272,
|
| 43 |
+
"rewards/chosen": -7.686785829719156e-05,
|
| 44 |
+
"rewards/margins": -0.0003627391706686467,
|
| 45 |
+
"rewards/margins_max": 0.0012993874261155725,
|
| 46 |
+
"rewards/margins_min": -0.0022027057129889727,
|
| 47 |
+
"rewards/margins_std": 0.0015639414777979255,
|
| 48 |
+
"rewards/rejected": 0.00028587126871570945,
|
| 49 |
+
"step": 10
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"dpo_losses": 0.6930510401725769,
|
| 53 |
+
"epoch": 0.03,
|
| 54 |
+
"grad_norm": 20.592262133277757,
|
| 55 |
+
"learning_rate": 1.4492753623188405e-07,
|
| 56 |
+
"logits/chosen": -2.897423028945923,
|
| 57 |
+
"logits/rejected": -2.8587498664855957,
|
| 58 |
+
"logps/chosen": -317.21636962890625,
|
| 59 |
+
"logps/rejected": -239.84121704101562,
|
| 60 |
+
"loss": 0.6999,
|
| 61 |
+
"positive_losses": 0.07797051966190338,
|
| 62 |
+
"rewards/accuracies": 0.5249999761581421,
|
| 63 |
+
"rewards/chosen": 0.0003467574715614319,
|
| 64 |
+
"rewards/margins": 0.00019531897851265967,
|
| 65 |
+
"rewards/margins_max": 0.0034703321289271116,
|
| 66 |
+
"rewards/margins_min": -0.0027894906233996153,
|
| 67 |
+
"rewards/margins_std": 0.002780328970402479,
|
| 68 |
+
"rewards/rejected": 0.000151438478496857,
|
| 69 |
+
"step": 20
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"dpo_losses": 0.6931239366531372,
|
| 73 |
+
"epoch": 0.04,
|
| 74 |
+
"grad_norm": 16.747192147468148,
|
| 75 |
+
"learning_rate": 2.1739130434782607e-07,
|
| 76 |
+
"logits/chosen": -2.811279535293579,
|
| 77 |
+
"logits/rejected": -2.790393114089966,
|
| 78 |
+
"logps/chosen": -264.90753173828125,
|
| 79 |
+
"logps/rejected": -223.55331420898438,
|
| 80 |
+
"loss": 0.6988,
|
| 81 |
+
"positive_losses": 0.052257489413022995,
|
| 82 |
+
"rewards/accuracies": 0.4625000059604645,
|
| 83 |
+
"rewards/chosen": 0.0009221597574651241,
|
| 84 |
+
"rewards/margins": 4.864180664299056e-05,
|
| 85 |
+
"rewards/margins_max": 0.002964555751532316,
|
| 86 |
+
"rewards/margins_min": -0.0025322353467345238,
|
| 87 |
+
"rewards/margins_std": 0.0024663216900080442,
|
| 88 |
+
"rewards/rejected": 0.0008735180017538369,
|
| 89 |
+
"step": 30
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"dpo_losses": 0.6930278539657593,
|
| 93 |
+
"epoch": 0.06,
|
| 94 |
+
"grad_norm": 12.398083667958339,
|
| 95 |
+
"learning_rate": 2.898550724637681e-07,
|
| 96 |
+
"logits/chosen": -2.864264965057373,
|
| 97 |
+
"logits/rejected": -2.834386110305786,
|
| 98 |
+
"logps/chosen": -304.97265625,
|
| 99 |
+
"logps/rejected": -266.8782043457031,
|
| 100 |
+
"loss": 0.6961,
|
| 101 |
+
"positive_losses": 0.031120896339416504,
|
| 102 |
+
"rewards/accuracies": 0.4625000059604645,
|
| 103 |
+
"rewards/chosen": 0.0022245876025408506,
|
| 104 |
+
"rewards/margins": 0.0002419196825940162,
|
| 105 |
+
"rewards/margins_max": 0.004220693372189999,
|
| 106 |
+
"rewards/margins_min": -0.0033918179105967283,
|
| 107 |
+
"rewards/margins_std": 0.0034401887096464634,
|
| 108 |
+
"rewards/rejected": 0.001982667949050665,
|
| 109 |
+
"step": 40
|
| 110 |
+
},
|
| 111 |
+
{
|
| 112 |
+
"dpo_losses": 0.6931858658790588,
|
| 113 |
+
"epoch": 0.07,
|
| 114 |
+
"grad_norm": 8.878267358365656,
|
| 115 |
+
"learning_rate": 3.6231884057971015e-07,
|
| 116 |
+
"logits/chosen": -2.870177984237671,
|
| 117 |
+
"logits/rejected": -2.8384270668029785,
|
| 118 |
+
"logps/chosen": -260.7277526855469,
|
| 119 |
+
"logps/rejected": -234.89218139648438,
|
| 120 |
+
"loss": 0.6942,
|
| 121 |
+
"positive_losses": 0.022727489471435547,
|
| 122 |
+
"rewards/accuracies": 0.4124999940395355,
|
| 123 |
+
"rewards/chosen": 0.003678619861602783,
|
| 124 |
+
"rewards/margins": -7.445671508321539e-05,
|
| 125 |
+
"rewards/margins_max": 0.0031701656989753246,
|
| 126 |
+
"rewards/margins_min": -0.0034985982347279787,
|
| 127 |
+
"rewards/margins_std": 0.0029860776849091053,
|
| 128 |
+
"rewards/rejected": 0.003753076074644923,
|
| 129 |
+
"step": 50
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"dpo_losses": 0.6925040483474731,
|
| 133 |
+
"epoch": 0.09,
|
| 134 |
+
"grad_norm": 1.6719366044432857,
|
| 135 |
+
"learning_rate": 4.3478260869565214e-07,
|
| 136 |
+
"logits/chosen": -2.891150951385498,
|
| 137 |
+
"logits/rejected": -2.843611478805542,
|
| 138 |
+
"logps/chosen": -280.95947265625,
|
| 139 |
+
"logps/rejected": -248.34915161132812,
|
| 140 |
+
"loss": 0.6931,
|
| 141 |
+
"positive_losses": 0.0025458037853240967,
|
| 142 |
+
"rewards/accuracies": 0.6625000238418579,
|
| 143 |
+
"rewards/chosen": 0.0058168042451143265,
|
| 144 |
+
"rewards/margins": 0.0012899416033178568,
|
| 145 |
+
"rewards/margins_max": 0.005339757539331913,
|
| 146 |
+
"rewards/margins_min": -0.002916422439739108,
|
| 147 |
+
"rewards/margins_std": 0.003642101539298892,
|
| 148 |
+
"rewards/rejected": 0.004526862408965826,
|
| 149 |
+
"step": 60
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"dpo_losses": 0.6921008229255676,
|
| 153 |
+
"epoch": 0.1,
|
| 154 |
+
"grad_norm": 1.9262001556938266,
|
| 155 |
+
"learning_rate": 4.999967381905813e-07,
|
| 156 |
+
"logits/chosen": -2.7916743755340576,
|
| 157 |
+
"logits/rejected": -2.7574045658111572,
|
| 158 |
+
"logps/chosen": -290.14361572265625,
|
| 159 |
+
"logps/rejected": -212.0419158935547,
|
| 160 |
+
"loss": 0.6926,
|
| 161 |
+
"positive_losses": 0.004826736636459827,
|
| 162 |
+
"rewards/accuracies": 0.675000011920929,
|
| 163 |
+
"rewards/chosen": 0.006598347332328558,
|
| 164 |
+
"rewards/margins": 0.002098249038681388,
|
| 165 |
+
"rewards/margins_max": 0.006628250237554312,
|
| 166 |
+
"rewards/margins_min": -0.0018369384342804551,
|
| 167 |
+
"rewards/margins_std": 0.00378109747543931,
|
| 168 |
+
"rewards/rejected": 0.004500098060816526,
|
| 169 |
+
"step": 70
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"dpo_losses": 0.6920569539070129,
|
| 173 |
+
"epoch": 0.12,
|
| 174 |
+
"grad_norm": 13.284239668101833,
|
| 175 |
+
"learning_rate": 4.996054240392509e-07,
|
| 176 |
+
"logits/chosen": -2.7785937786102295,
|
| 177 |
+
"logits/rejected": -2.759201765060425,
|
| 178 |
+
"logps/chosen": -264.8086242675781,
|
| 179 |
+
"logps/rejected": -243.39212036132812,
|
| 180 |
+
"loss": 0.6931,
|
| 181 |
+
"positive_losses": 0.014845085330307484,
|
| 182 |
+
"rewards/accuracies": 0.6499999761581421,
|
| 183 |
+
"rewards/chosen": 0.007849474437534809,
|
| 184 |
+
"rewards/margins": 0.0021913917735219,
|
| 185 |
+
"rewards/margins_max": 0.008834488689899445,
|
| 186 |
+
"rewards/margins_min": -0.00322969863191247,
|
| 187 |
+
"rewards/margins_std": 0.005265987012535334,
|
| 188 |
+
"rewards/rejected": 0.0056580835953354836,
|
| 189 |
+
"step": 80
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"dpo_losses": 0.6912720203399658,
|
| 193 |
+
"epoch": 0.13,
|
| 194 |
+
"grad_norm": 2.317442586572389,
|
| 195 |
+
"learning_rate": 4.985629178361649e-07,
|
| 196 |
+
"logits/chosen": -2.8908092975616455,
|
| 197 |
+
"logits/rejected": -2.8579392433166504,
|
| 198 |
+
"logps/chosen": -272.96112060546875,
|
| 199 |
+
"logps/rejected": -245.47073364257812,
|
| 200 |
+
"loss": 0.6918,
|
| 201 |
+
"positive_losses": 0.008871316909790039,
|
| 202 |
+
"rewards/accuracies": 0.737500011920929,
|
| 203 |
+
"rewards/chosen": 0.009552950970828533,
|
| 204 |
+
"rewards/margins": 0.0037618838250637054,
|
| 205 |
+
"rewards/margins_max": 0.010290957987308502,
|
| 206 |
+
"rewards/margins_min": -0.002331961877644062,
|
| 207 |
+
"rewards/margins_std": 0.005662451032549143,
|
| 208 |
+
"rewards/rejected": 0.00579106854274869,
|
| 209 |
+
"step": 90
|
| 210 |
+
},
|
| 211 |
+
{
|
| 212 |
+
"dpo_losses": 0.6900182962417603,
|
| 213 |
+
"epoch": 0.15,
|
| 214 |
+
"grad_norm": 12.043613650426611,
|
| 215 |
+
"learning_rate": 4.968719393609756e-07,
|
| 216 |
+
"logits/chosen": -2.8450093269348145,
|
| 217 |
+
"logits/rejected": -2.7789740562438965,
|
| 218 |
+
"logps/chosen": -337.09600830078125,
|
| 219 |
+
"logps/rejected": -243.02517700195312,
|
| 220 |
+
"loss": 0.6918,
|
| 221 |
+
"positive_losses": 0.017842482775449753,
|
| 222 |
+
"rewards/accuracies": 0.7250000238418579,
|
| 223 |
+
"rewards/chosen": 0.012230691500008106,
|
| 224 |
+
"rewards/margins": 0.0062872739508748055,
|
| 225 |
+
"rewards/margins_max": 0.01721397042274475,
|
| 226 |
+
"rewards/margins_min": -0.002463764976710081,
|
| 227 |
+
"rewards/margins_std": 0.008927479386329651,
|
| 228 |
+
"rewards/rejected": 0.0059434170834720135,
|
| 229 |
+
"step": 100
|
| 230 |
+
},
|
| 231 |
+
{
|
| 232 |
+
"epoch": 0.15,
|
| 233 |
+
"eval_dpo_losses": 0.6922104358673096,
|
| 234 |
+
"eval_logits/chosen": -2.8104522228240967,
|
| 235 |
+
"eval_logits/rejected": -2.7718498706817627,
|
| 236 |
+
"eval_logps/chosen": -283.23919677734375,
|
| 237 |
+
"eval_logps/rejected": -257.4134826660156,
|
| 238 |
+
"eval_loss": 0.6930333375930786,
|
| 239 |
+
"eval_positive_losses": 0.004661041311919689,
|
| 240 |
+
"eval_rewards/accuracies": 0.6000000238418579,
|
| 241 |
+
"eval_rewards/chosen": 0.013542202301323414,
|
| 242 |
+
"eval_rewards/margins": 0.001887724851258099,
|
| 243 |
+
"eval_rewards/margins_max": 0.013032433576881886,
|
| 244 |
+
"eval_rewards/margins_min": -0.008088048547506332,
|
| 245 |
+
"eval_rewards/margins_std": 0.006959096062928438,
|
| 246 |
+
"eval_rewards/rejected": 0.011654475703835487,
|
| 247 |
+
"eval_runtime": 439.0202,
|
| 248 |
+
"eval_samples_per_second": 4.556,
|
| 249 |
+
"eval_steps_per_second": 0.285,
|
| 250 |
+
"step": 100
|
| 251 |
+
},
|
| 252 |
+
{
|
| 253 |
+
"dpo_losses": 0.6904088258743286,
|
| 254 |
+
"epoch": 0.16,
|
| 255 |
+
"grad_norm": 5.183696409472315,
|
| 256 |
+
"learning_rate": 4.945369001834514e-07,
|
| 257 |
+
"logits/chosen": -2.8782482147216797,
|
| 258 |
+
"logits/rejected": -2.8235890865325928,
|
| 259 |
+
"logps/chosen": -287.38250732421875,
|
| 260 |
+
"logps/rejected": -222.830078125,
|
| 261 |
+
"loss": 0.6908,
|
| 262 |
+
"positive_losses": 0.0031826018821448088,
|
| 263 |
+
"rewards/accuracies": 0.7749999761581421,
|
| 264 |
+
"rewards/chosen": 0.01270085759460926,
|
| 265 |
+
"rewards/margins": 0.00550065329298377,
|
| 266 |
+
"rewards/margins_max": 0.014992681331932545,
|
| 267 |
+
"rewards/margins_min": -0.0012518208241090178,
|
| 268 |
+
"rewards/margins_std": 0.007309773005545139,
|
| 269 |
+
"rewards/rejected": 0.0072002047672867775,
|
| 270 |
+
"step": 110
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"dpo_losses": 0.6896742582321167,
|
| 274 |
+
"epoch": 0.18,
|
| 275 |
+
"grad_norm": 1.9553746809300425,
|
| 276 |
+
"learning_rate": 4.915638921541951e-07,
|
| 277 |
+
"logits/chosen": -2.8301899433135986,
|
| 278 |
+
"logits/rejected": -2.8140978813171387,
|
| 279 |
+
"logps/chosen": -256.82879638671875,
|
| 280 |
+
"logps/rejected": -236.7211456298828,
|
| 281 |
+
"loss": 0.6898,
|
| 282 |
+
"positive_losses": 0.0022869110107421875,
|
| 283 |
+
"rewards/accuracies": 0.7875000238418579,
|
| 284 |
+
"rewards/chosen": 0.013588182628154755,
|
| 285 |
+
"rewards/margins": 0.00698423758149147,
|
| 286 |
+
"rewards/margins_max": 0.018451116979122162,
|
| 287 |
+
"rewards/margins_min": -0.001020266441628337,
|
| 288 |
+
"rewards/margins_std": 0.008837779983878136,
|
| 289 |
+
"rewards/rejected": 0.006603945046663284,
|
| 290 |
+
"step": 120
|
| 291 |
+
},
|
| 292 |
+
{
|
| 293 |
+
"dpo_losses": 0.6898840665817261,
|
| 294 |
+
"epoch": 0.19,
|
| 295 |
+
"grad_norm": 1.6022519000216686,
|
| 296 |
+
"learning_rate": 4.879606715117018e-07,
|
| 297 |
+
"logits/chosen": -2.881978988647461,
|
| 298 |
+
"logits/rejected": -2.82822847366333,
|
| 299 |
+
"logps/chosen": -274.6767578125,
|
| 300 |
+
"logps/rejected": -234.8880615234375,
|
| 301 |
+
"loss": 0.6897,
|
| 302 |
+
"positive_losses": 0.007077217102050781,
|
| 303 |
+
"rewards/accuracies": 0.6625000238418579,
|
| 304 |
+
"rewards/chosen": 0.014239470474421978,
|
| 305 |
+
"rewards/margins": 0.006568121258169413,
|
| 306 |
+
"rewards/margins_max": 0.017170870676636696,
|
| 307 |
+
"rewards/margins_min": -0.0028213211335241795,
|
| 308 |
+
"rewards/margins_std": 0.00886800978332758,
|
| 309 |
+
"rewards/rejected": 0.00767135014757514,
|
| 310 |
+
"step": 130
|
| 311 |
+
},
|
| 312 |
+
{
|
| 313 |
+
"dpo_losses": 0.6880620718002319,
|
| 314 |
+
"epoch": 0.2,
|
| 315 |
+
"grad_norm": 3.638881806293095,
|
| 316 |
+
"learning_rate": 4.837366386472174e-07,
|
| 317 |
+
"logits/chosen": -2.8916850090026855,
|
| 318 |
+
"logits/rejected": -2.8278439044952393,
|
| 319 |
+
"logps/chosen": -296.95111083984375,
|
| 320 |
+
"logps/rejected": -253.7423553466797,
|
| 321 |
+
"loss": 0.6901,
|
| 322 |
+
"positive_losses": 0.002955913543701172,
|
| 323 |
+
"rewards/accuracies": 0.8125,
|
| 324 |
+
"rewards/chosen": 0.01859217882156372,
|
| 325 |
+
"rewards/margins": 0.010244466364383698,
|
| 326 |
+
"rewards/margins_max": 0.024400196969509125,
|
| 327 |
+
"rewards/margins_min": -0.0004118576762266457,
|
| 328 |
+
"rewards/margins_std": 0.011427570134401321,
|
| 329 |
+
"rewards/rejected": 0.008347713388502598,
|
| 330 |
+
"step": 140
|
| 331 |
+
},
|
| 332 |
+
{
|
| 333 |
+
"dpo_losses": 0.6885315179824829,
|
| 334 |
+
"epoch": 0.22,
|
| 335 |
+
"grad_norm": 6.527916454528557,
|
| 336 |
+
"learning_rate": 4.789028135801918e-07,
|
| 337 |
+
"logits/chosen": -2.852397918701172,
|
| 338 |
+
"logits/rejected": -2.8406243324279785,
|
| 339 |
+
"logps/chosen": -297.78564453125,
|
| 340 |
+
"logps/rejected": -271.2729187011719,
|
| 341 |
+
"loss": 0.6914,
|
| 342 |
+
"positive_losses": 0.054250240325927734,
|
| 343 |
+
"rewards/accuracies": 0.6499999761581421,
|
| 344 |
+
"rewards/chosen": 0.01786804385483265,
|
| 345 |
+
"rewards/margins": 0.009341379627585411,
|
| 346 |
+
"rewards/margins_max": 0.03060457669198513,
|
| 347 |
+
"rewards/margins_min": -0.008363897912204266,
|
| 348 |
+
"rewards/margins_std": 0.01767081953585148,
|
| 349 |
+
"rewards/rejected": 0.008526663295924664,
|
| 350 |
+
"step": 150
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"dpo_losses": 0.6880606412887573,
|
| 354 |
+
"epoch": 0.23,
|
| 355 |
+
"grad_norm": 8.44151922500754,
|
| 356 |
+
"learning_rate": 4.7347180720830627e-07,
|
| 357 |
+
"logits/chosen": -2.8739285469055176,
|
| 358 |
+
"logits/rejected": -2.7969882488250732,
|
| 359 |
+
"logps/chosen": -300.0534973144531,
|
| 360 |
+
"logps/rejected": -260.5088195800781,
|
| 361 |
+
"loss": 0.6899,
|
| 362 |
+
"positive_losses": 0.006076812744140625,
|
| 363 |
+
"rewards/accuracies": 0.800000011920929,
|
| 364 |
+
"rewards/chosen": 0.01983806863427162,
|
| 365 |
+
"rewards/margins": 0.01025958452373743,
|
| 366 |
+
"rewards/margins_max": 0.028022507205605507,
|
| 367 |
+
"rewards/margins_min": -0.0024425422307103872,
|
| 368 |
+
"rewards/margins_std": 0.013813845813274384,
|
| 369 |
+
"rewards/rejected": 0.009578483179211617,
|
| 370 |
+
"step": 160
|
| 371 |
+
},
|
| 372 |
+
{
|
| 373 |
+
"dpo_losses": 0.684917151927948,
|
| 374 |
+
"epoch": 0.25,
|
| 375 |
+
"grad_norm": 1.8673882157090276,
|
| 376 |
+
"learning_rate": 4.6745778840708107e-07,
|
| 377 |
+
"logits/chosen": -2.8020739555358887,
|
| 378 |
+
"logits/rejected": -2.7900993824005127,
|
| 379 |
+
"logps/chosen": -295.7058410644531,
|
| 380 |
+
"logps/rejected": -225.8823699951172,
|
| 381 |
+
"loss": 0.6858,
|
| 382 |
+
"positive_losses": 0.0014563084114342928,
|
| 383 |
+
"rewards/accuracies": 0.800000011920929,
|
| 384 |
+
"rewards/chosen": 0.026786331087350845,
|
| 385 |
+
"rewards/margins": 0.01665376126766205,
|
| 386 |
+
"rewards/margins_max": 0.03810211643576622,
|
| 387 |
+
"rewards/margins_min": -0.0024380278773605824,
|
| 388 |
+
"rewards/margins_std": 0.017996035516262054,
|
| 389 |
+
"rewards/rejected": 0.010132570751011372,
|
| 390 |
+
"step": 170
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"dpo_losses": 0.6871532201766968,
|
| 394 |
+
"epoch": 0.26,
|
| 395 |
+
"grad_norm": 2.603750597458806,
|
| 396 |
+
"learning_rate": 4.6087644706489703e-07,
|
| 397 |
+
"logits/chosen": -2.833789587020874,
|
| 398 |
+
"logits/rejected": -2.7939248085021973,
|
| 399 |
+
"logps/chosen": -294.24456787109375,
|
| 400 |
+
"logps/rejected": -254.28988647460938,
|
| 401 |
+
"loss": 0.6889,
|
| 402 |
+
"positive_losses": 0.024321984499692917,
|
| 403 |
+
"rewards/accuracies": 0.75,
|
| 404 |
+
"rewards/chosen": 0.022618165239691734,
|
| 405 |
+
"rewards/margins": 0.01210461463779211,
|
| 406 |
+
"rewards/margins_max": 0.030625376850366592,
|
| 407 |
+
"rewards/margins_min": -0.004277624189853668,
|
| 408 |
+
"rewards/margins_std": 0.015746023505926132,
|
| 409 |
+
"rewards/rejected": 0.010513553395867348,
|
| 410 |
+
"step": 180
|
| 411 |
+
},
|
| 412 |
+
{
|
| 413 |
+
"dpo_losses": 0.686254620552063,
|
| 414 |
+
"epoch": 0.28,
|
| 415 |
+
"grad_norm": 1.7335945641686348,
|
| 416 |
+
"learning_rate": 4.537449531498687e-07,
|
| 417 |
+
"logits/chosen": -2.7748355865478516,
|
| 418 |
+
"logits/rejected": -2.725888729095459,
|
| 419 |
+
"logps/chosen": -280.95428466796875,
|
| 420 |
+
"logps/rejected": -228.15097045898438,
|
| 421 |
+
"loss": 0.6878,
|
| 422 |
+
"positive_losses": 0.012805747799575329,
|
| 423 |
+
"rewards/accuracies": 0.7875000238418579,
|
| 424 |
+
"rewards/chosen": 0.028492039069533348,
|
| 425 |
+
"rewards/margins": 0.013932852074503899,
|
| 426 |
+
"rewards/margins_max": 0.03530807048082352,
|
| 427 |
+
"rewards/margins_min": -0.002935736905783415,
|
| 428 |
+
"rewards/margins_std": 0.017064960673451424,
|
| 429 |
+
"rewards/rejected": 0.0145591851323843,
|
| 430 |
+
"step": 190
|
| 431 |
+
},
|
| 432 |
+
{
|
| 433 |
+
"dpo_losses": 0.6861851811408997,
|
| 434 |
+
"epoch": 0.29,
|
| 435 |
+
"grad_norm": 1.5625317379589145,
|
| 436 |
+
"learning_rate": 4.4608191191535736e-07,
|
| 437 |
+
"logits/chosen": -2.8794567584991455,
|
| 438 |
+
"logits/rejected": -2.835148334503174,
|
| 439 |
+
"logps/chosen": -274.84735107421875,
|
| 440 |
+
"logps/rejected": -242.3157958984375,
|
| 441 |
+
"loss": 0.6867,
|
| 442 |
+
"positive_losses": 0.004458713345229626,
|
| 443 |
+
"rewards/accuracies": 0.6875,
|
| 444 |
+
"rewards/chosen": 0.02746543660759926,
|
| 445 |
+
"rewards/margins": 0.014083576388657093,
|
| 446 |
+
"rewards/margins_max": 0.03864169120788574,
|
| 447 |
+
"rewards/margins_min": -0.005826378706842661,
|
| 448 |
+
"rewards/margins_std": 0.019664574414491653,
|
| 449 |
+
"rewards/rejected": 0.01338185928761959,
|
| 450 |
+
"step": 200
|
| 451 |
+
},
|
| 452 |
+
{
|
| 453 |
+
"epoch": 0.29,
|
| 454 |
+
"eval_dpo_losses": 0.6900327801704407,
|
| 455 |
+
"eval_logits/chosen": -2.8075411319732666,
|
| 456 |
+
"eval_logits/rejected": -2.7689805030822754,
|
| 457 |
+
"eval_logps/chosen": -281.6053161621094,
|
| 458 |
+
"eval_logps/rejected": -256.2250061035156,
|
| 459 |
+
"eval_loss": 0.6917006373405457,
|
| 460 |
+
"eval_positive_losses": 0.012367370538413525,
|
| 461 |
+
"eval_rewards/accuracies": 0.6100000143051147,
|
| 462 |
+
"eval_rewards/chosen": 0.02988099865615368,
|
| 463 |
+
"eval_rewards/margins": 0.006341494619846344,
|
| 464 |
+
"eval_rewards/margins_max": 0.03729286044836044,
|
| 465 |
+
"eval_rewards/margins_min": -0.02144700102508068,
|
| 466 |
+
"eval_rewards/margins_std": 0.01944614388048649,
|
| 467 |
+
"eval_rewards/rejected": 0.023539502173662186,
|
| 468 |
+
"eval_runtime": 457.2097,
|
| 469 |
+
"eval_samples_per_second": 4.374,
|
| 470 |
+
"eval_steps_per_second": 0.273,
|
| 471 |
+
"step": 200
|
| 472 |
+
},
|
| 473 |
+
{
|
| 474 |
+
"dpo_losses": 0.6849207878112793,
|
| 475 |
+
"epoch": 0.31,
|
| 476 |
+
"grad_norm": 6.776479704467401,
|
| 477 |
+
"learning_rate": 4.379073153609896e-07,
|
| 478 |
+
"logits/chosen": -2.85437273979187,
|
| 479 |
+
"logits/rejected": -2.8159098625183105,
|
| 480 |
+
"logps/chosen": -298.1737365722656,
|
| 481 |
+
"logps/rejected": -258.9627685546875,
|
| 482 |
+
"loss": 0.6892,
|
| 483 |
+
"positive_losses": 0.024309396743774414,
|
| 484 |
+
"rewards/accuracies": 0.737500011920929,
|
| 485 |
+
"rewards/chosen": 0.031262680888175964,
|
| 486 |
+
"rewards/margins": 0.016705606132745743,
|
| 487 |
+
"rewards/margins_max": 0.0462987944483757,
|
| 488 |
+
"rewards/margins_min": -0.009217771701514721,
|
| 489 |
+
"rewards/margins_std": 0.024988915771245956,
|
| 490 |
+
"rewards/rejected": 0.014557072892785072,
|
| 491 |
+
"step": 210
|
| 492 |
+
},
|
| 493 |
+
{
|
| 494 |
+
"dpo_losses": 0.6835730075836182,
|
| 495 |
+
"epoch": 0.32,
|
| 496 |
+
"grad_norm": 1.7559811016317117,
|
| 497 |
+
"learning_rate": 4.292424900758128e-07,
|
| 498 |
+
"logits/chosen": -2.8128745555877686,
|
| 499 |
+
"logits/rejected": -2.7835748195648193,
|
| 500 |
+
"logps/chosen": -278.7519836425781,
|
| 501 |
+
"logps/rejected": -221.44998168945312,
|
| 502 |
+
"loss": 0.687,
|
| 503 |
+
"positive_losses": 0.01152725238353014,
|
| 504 |
+
"rewards/accuracies": 0.7875000238418579,
|
| 505 |
+
"rewards/chosen": 0.032679036259651184,
|
| 506 |
+
"rewards/margins": 0.019430814310908318,
|
| 507 |
+
"rewards/margins_max": 0.04703899472951889,
|
| 508 |
+
"rewards/margins_min": -0.004503333941102028,
|
| 509 |
+
"rewards/margins_std": 0.02318265102803707,
|
| 510 |
+
"rewards/rejected": 0.013248221948742867,
|
| 511 |
+
"step": 220
|
| 512 |
+
},
|
| 513 |
+
{
|
| 514 |
+
"dpo_losses": 0.6845378279685974,
|
| 515 |
+
"epoch": 0.34,
|
| 516 |
+
"grad_norm": 5.2855521291360335,
|
| 517 |
+
"learning_rate": 4.201100415996597e-07,
|
| 518 |
+
"logits/chosen": -2.7867586612701416,
|
| 519 |
+
"logits/rejected": -2.7540698051452637,
|
| 520 |
+
"logps/chosen": -262.8429260253906,
|
| 521 |
+
"logps/rejected": -259.90594482421875,
|
| 522 |
+
"loss": 0.6873,
|
| 523 |
+
"positive_losses": 0.010059595108032227,
|
| 524 |
+
"rewards/accuracies": 0.737500011920929,
|
| 525 |
+
"rewards/chosen": 0.033603329211473465,
|
| 526 |
+
"rewards/margins": 0.017468122765421867,
|
| 527 |
+
"rewards/margins_max": 0.05101371556520462,
|
| 528 |
+
"rewards/margins_min": -0.005049402825534344,
|
| 529 |
+
"rewards/margins_std": 0.025209274142980576,
|
| 530 |
+
"rewards/rejected": 0.016135206446051598,
|
| 531 |
+
"step": 230
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"dpo_losses": 0.6822143793106079,
|
| 535 |
+
"epoch": 0.35,
|
| 536 |
+
"grad_norm": 7.1123081067417635,
|
| 537 |
+
"learning_rate": 4.1053379544787557e-07,
|
| 538 |
+
"logits/chosen": -2.8566319942474365,
|
| 539 |
+
"logits/rejected": -2.8126063346862793,
|
| 540 |
+
"logps/chosen": -285.74066162109375,
|
| 541 |
+
"logps/rejected": -246.8583221435547,
|
| 542 |
+
"loss": 0.6875,
|
| 543 |
+
"positive_losses": 0.0023063658736646175,
|
| 544 |
+
"rewards/accuracies": 0.8125,
|
| 545 |
+
"rewards/chosen": 0.03864200785756111,
|
| 546 |
+
"rewards/margins": 0.02219047024846077,
|
| 547 |
+
"rewards/margins_max": 0.04993893578648567,
|
| 548 |
+
"rewards/margins_min": -0.002027359325438738,
|
| 549 |
+
"rewards/margins_std": 0.023801075294613838,
|
| 550 |
+
"rewards/rejected": 0.01645154133439064,
|
| 551 |
+
"step": 240
|
| 552 |
+
},
|
| 553 |
+
{
|
| 554 |
+
"dpo_losses": 0.6844903230667114,
|
| 555 |
+
"epoch": 0.37,
|
| 556 |
+
"grad_norm": 2.225597078597608,
|
| 557 |
+
"learning_rate": 4.0053873495326964e-07,
|
| 558 |
+
"logits/chosen": -2.8150901794433594,
|
| 559 |
+
"logits/rejected": -2.798675537109375,
|
| 560 |
+
"logps/chosen": -243.178955078125,
|
| 561 |
+
"logps/rejected": -226.9827117919922,
|
| 562 |
+
"loss": 0.6875,
|
| 563 |
+
"positive_losses": 0.0484701506793499,
|
| 564 |
+
"rewards/accuracies": 0.7250000238418579,
|
| 565 |
+
"rewards/chosen": 0.033011239022016525,
|
| 566 |
+
"rewards/margins": 0.017598429694771767,
|
| 567 |
+
"rewards/margins_max": 0.047145940363407135,
|
| 568 |
+
"rewards/margins_min": -0.0065514100715518,
|
| 569 |
+
"rewards/margins_std": 0.02364528551697731,
|
| 570 |
+
"rewards/rejected": 0.015412810258567333,
|
| 571 |
+
"step": 250
|
| 572 |
+
},
|
| 573 |
+
{
|
| 574 |
+
"dpo_losses": 0.6823347806930542,
|
| 575 |
+
"epoch": 0.38,
|
| 576 |
+
"grad_norm": 1.8954330972040565,
|
| 577 |
+
"learning_rate": 3.9015093608745143e-07,
|
| 578 |
+
"logits/chosen": -2.87410306930542,
|
| 579 |
+
"logits/rejected": -2.808983087539673,
|
| 580 |
+
"logps/chosen": -283.3040771484375,
|
| 581 |
+
"logps/rejected": -240.4110565185547,
|
| 582 |
+
"loss": 0.6824,
|
| 583 |
+
"positive_losses": 0.011256242170929909,
|
| 584 |
+
"rewards/accuracies": 0.824999988079071,
|
| 585 |
+
"rewards/chosen": 0.03804592788219452,
|
| 586 |
+
"rewards/margins": 0.021955588832497597,
|
| 587 |
+
"rewards/margins_max": 0.05776814743876457,
|
| 588 |
+
"rewards/margins_min": -0.004212898667901754,
|
| 589 |
+
"rewards/margins_std": 0.028291797265410423,
|
| 590 |
+
"rewards/rejected": 0.016090339049696922,
|
| 591 |
+
"step": 260
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"dpo_losses": 0.681152880191803,
|
| 595 |
+
"epoch": 0.39,
|
| 596 |
+
"grad_norm": 2.3462040578320438,
|
| 597 |
+
"learning_rate": 3.79397499431599e-07,
|
| 598 |
+
"logits/chosen": -2.838275909423828,
|
| 599 |
+
"logits/rejected": -2.7828450202941895,
|
| 600 |
+
"logps/chosen": -291.1107177734375,
|
| 601 |
+
"logps/rejected": -261.1417236328125,
|
| 602 |
+
"loss": 0.6844,
|
| 603 |
+
"positive_losses": 0.031092902645468712,
|
| 604 |
+
"rewards/accuracies": 0.762499988079071,
|
| 605 |
+
"rewards/chosen": 0.04311501979827881,
|
| 606 |
+
"rewards/margins": 0.024433860555291176,
|
| 607 |
+
"rewards/margins_max": 0.05960015207529068,
|
| 608 |
+
"rewards/margins_min": -0.005230102688074112,
|
| 609 |
+
"rewards/margins_std": 0.028690297156572342,
|
| 610 |
+
"rewards/rejected": 0.018681161105632782,
|
| 611 |
+
"step": 270
|
| 612 |
+
},
|
| 613 |
+
{
|
| 614 |
+
"dpo_losses": 0.6834903955459595,
|
| 615 |
+
"epoch": 0.41,
|
| 616 |
+
"grad_norm": 1.678928576392419,
|
| 617 |
+
"learning_rate": 3.6830647947413694e-07,
|
| 618 |
+
"logits/chosen": -2.906564235687256,
|
| 619 |
+
"logits/rejected": -2.8589329719543457,
|
| 620 |
+
"logps/chosen": -273.8109436035156,
|
| 621 |
+
"logps/rejected": -246.07925415039062,
|
| 622 |
+
"loss": 0.6848,
|
| 623 |
+
"positive_losses": 0.03764519840478897,
|
| 624 |
+
"rewards/accuracies": 0.762499988079071,
|
| 625 |
+
"rewards/chosen": 0.03491830825805664,
|
| 626 |
+
"rewards/margins": 0.019722772762179375,
|
| 627 |
+
"rewards/margins_max": 0.05492109805345535,
|
| 628 |
+
"rewards/margins_min": -0.009231898002326488,
|
| 629 |
+
"rewards/margins_std": 0.029070580378174782,
|
| 630 |
+
"rewards/rejected": 0.015195533633232117,
|
| 631 |
+
"step": 280
|
| 632 |
+
},
|
| 633 |
+
{
|
| 634 |
+
"dpo_losses": 0.6819528937339783,
|
| 635 |
+
"epoch": 0.42,
|
| 636 |
+
"grad_norm": 1.5933364630845321,
|
| 637 |
+
"learning_rate": 3.5690681141977837e-07,
|
| 638 |
+
"logits/chosen": -2.8415896892547607,
|
| 639 |
+
"logits/rejected": -2.795182704925537,
|
| 640 |
+
"logps/chosen": -252.76455688476562,
|
| 641 |
+
"logps/rejected": -203.42364501953125,
|
| 642 |
+
"loss": 0.6836,
|
| 643 |
+
"positive_losses": 0.024924278259277344,
|
| 644 |
+
"rewards/accuracies": 0.762499988079071,
|
| 645 |
+
"rewards/chosen": 0.039224088191986084,
|
| 646 |
+
"rewards/margins": 0.022878160700201988,
|
| 647 |
+
"rewards/margins_max": 0.06510117650032043,
|
| 648 |
+
"rewards/margins_min": -0.010645577684044838,
|
| 649 |
+
"rewards/margins_std": 0.034357957541942596,
|
| 650 |
+
"rewards/rejected": 0.016345927491784096,
|
| 651 |
+
"step": 290
|
| 652 |
+
},
|
| 653 |
+
{
|
| 654 |
+
"dpo_losses": 0.6809358596801758,
|
| 655 |
+
"epoch": 0.44,
|
| 656 |
+
"grad_norm": 10.347091457783785,
|
| 657 |
+
"learning_rate": 3.4522823570088067e-07,
|
| 658 |
+
"logits/chosen": -2.840087413787842,
|
| 659 |
+
"logits/rejected": -2.8272616863250732,
|
| 660 |
+
"logps/chosen": -259.23687744140625,
|
| 661 |
+
"logps/rejected": -251.6184844970703,
|
| 662 |
+
"loss": 0.6825,
|
| 663 |
+
"positive_losses": 0.014734840020537376,
|
| 664 |
+
"rewards/accuracies": 0.675000011920929,
|
| 665 |
+
"rewards/chosen": 0.03966939076781273,
|
| 666 |
+
"rewards/margins": 0.02503836713731289,
|
| 667 |
+
"rewards/margins_max": 0.07522507011890411,
|
| 668 |
+
"rewards/margins_min": -0.010506678372621536,
|
| 669 |
+
"rewards/margins_std": 0.03809111937880516,
|
| 670 |
+
"rewards/rejected": 0.01463102363049984,
|
| 671 |
+
"step": 300
|
| 672 |
+
},
|
| 673 |
+
{
|
| 674 |
+
"epoch": 0.44,
|
| 675 |
+
"eval_dpo_losses": 0.6878849864006042,
|
| 676 |
+
"eval_logits/chosen": -2.8020598888397217,
|
| 677 |
+
"eval_logits/rejected": -2.763356924057007,
|
| 678 |
+
"eval_logps/chosen": -280.1855163574219,
|
| 679 |
+
"eval_logps/rejected": -255.25390625,
|
| 680 |
+
"eval_loss": 0.69089674949646,
|
| 681 |
+
"eval_positive_losses": 0.022481659427285194,
|
| 682 |
+
"eval_rewards/accuracies": 0.625,
|
| 683 |
+
"eval_rewards/chosen": 0.04407881200313568,
|
| 684 |
+
"eval_rewards/margins": 0.010828724130988121,
|
| 685 |
+
"eval_rewards/margins_max": 0.061860937625169754,
|
| 686 |
+
"eval_rewards/margins_min": -0.03410045802593231,
|
| 687 |
+
"eval_rewards/margins_std": 0.03193770721554756,
|
| 688 |
+
"eval_rewards/rejected": 0.03325008600950241,
|
| 689 |
+
"eval_runtime": 439.4476,
|
| 690 |
+
"eval_samples_per_second": 4.551,
|
| 691 |
+
"eval_steps_per_second": 0.284,
|
| 692 |
+
"step": 300
|
| 693 |
+
},
|
| 694 |
+
{
|
| 695 |
+
"dpo_losses": 0.6795910596847534,
|
| 696 |
+
"epoch": 0.45,
|
| 697 |
+
"grad_norm": 1.8194274060306528,
|
| 698 |
+
"learning_rate": 3.3330122038805277e-07,
|
| 699 |
+
"logits/chosen": -2.861931562423706,
|
| 700 |
+
"logits/rejected": -2.8135368824005127,
|
| 701 |
+
"logps/chosen": -271.8392639160156,
|
| 702 |
+
"logps/rejected": -225.01708984375,
|
| 703 |
+
"loss": 0.6837,
|
| 704 |
+
"positive_losses": 0.02801961824297905,
|
| 705 |
+
"rewards/accuracies": 0.8500000238418579,
|
| 706 |
+
"rewards/chosen": 0.04437270388007164,
|
| 707 |
+
"rewards/margins": 0.027612268924713135,
|
| 708 |
+
"rewards/margins_max": 0.07083487510681152,
|
| 709 |
+
"rewards/margins_min": -0.0025140452198684216,
|
| 710 |
+
"rewards/margins_std": 0.033803679049015045,
|
| 711 |
+
"rewards/rejected": 0.016760434955358505,
|
| 712 |
+
"step": 310
|
| 713 |
+
},
|
| 714 |
+
{
|
| 715 |
+
"dpo_losses": 0.6798790693283081,
|
| 716 |
+
"epoch": 0.47,
|
| 717 |
+
"grad_norm": 1.8110670147086625,
|
| 718 |
+
"learning_rate": 3.2115688170243734e-07,
|
| 719 |
+
"logits/chosen": -2.8523640632629395,
|
| 720 |
+
"logits/rejected": -2.82257080078125,
|
| 721 |
+
"logps/chosen": -270.28253173828125,
|
| 722 |
+
"logps/rejected": -248.6698455810547,
|
| 723 |
+
"loss": 0.6802,
|
| 724 |
+
"positive_losses": 0.009492230601608753,
|
| 725 |
+
"rewards/accuracies": 0.762499988079071,
|
| 726 |
+
"rewards/chosen": 0.04459889978170395,
|
| 727 |
+
"rewards/margins": 0.027110621333122253,
|
| 728 |
+
"rewards/margins_max": 0.06967566907405853,
|
| 729 |
+
"rewards/margins_min": -0.005822637118399143,
|
| 730 |
+
"rewards/margins_std": 0.03437542915344238,
|
| 731 |
+
"rewards/rejected": 0.017488282173871994,
|
| 732 |
+
"step": 320
|
| 733 |
+
},
|
| 734 |
+
{
|
| 735 |
+
"dpo_losses": 0.6773503422737122,
|
| 736 |
+
"epoch": 0.48,
|
| 737 |
+
"grad_norm": 9.150401672552029,
|
| 738 |
+
"learning_rate": 3.088269028370435e-07,
|
| 739 |
+
"logits/chosen": -2.875394821166992,
|
| 740 |
+
"logits/rejected": -2.8434793949127197,
|
| 741 |
+
"logps/chosen": -295.0433349609375,
|
| 742 |
+
"logps/rejected": -246.5893096923828,
|
| 743 |
+
"loss": 0.6835,
|
| 744 |
+
"positive_losses": 0.03743886947631836,
|
| 745 |
+
"rewards/accuracies": 0.7875000238418579,
|
| 746 |
+
"rewards/chosen": 0.04838422313332558,
|
| 747 |
+
"rewards/margins": 0.03234843909740448,
|
| 748 |
+
"rewards/margins_max": 0.08645691722631454,
|
| 749 |
+
"rewards/margins_min": -0.006109377834945917,
|
| 750 |
+
"rewards/margins_std": 0.04178870469331741,
|
| 751 |
+
"rewards/rejected": 0.016035789623856544,
|
| 752 |
+
"step": 330
|
| 753 |
+
},
|
| 754 |
+
{
|
| 755 |
+
"dpo_losses": 0.6774032115936279,
|
| 756 |
+
"epoch": 0.5,
|
| 757 |
+
"grad_norm": 4.795115194677247,
|
| 758 |
+
"learning_rate": 2.9634345129891294e-07,
|
| 759 |
+
"logits/chosen": -2.8238093852996826,
|
| 760 |
+
"logits/rejected": -2.785935163497925,
|
| 761 |
+
"logps/chosen": -287.4772033691406,
|
| 762 |
+
"logps/rejected": -254.5933074951172,
|
| 763 |
+
"loss": 0.6804,
|
| 764 |
+
"positive_losses": 0.03258161619305611,
|
| 765 |
+
"rewards/accuracies": 0.762499988079071,
|
| 766 |
+
"rewards/chosen": 0.04798700287938118,
|
| 767 |
+
"rewards/margins": 0.032188571989536285,
|
| 768 |
+
"rewards/margins_max": 0.0826764851808548,
|
| 769 |
+
"rewards/margins_min": -0.006551785860210657,
|
| 770 |
+
"rewards/margins_std": 0.04137192294001579,
|
| 771 |
+
"rewards/rejected": 0.015798425301909447,
|
| 772 |
+
"step": 340
|
| 773 |
+
},
|
| 774 |
+
{
|
| 775 |
+
"dpo_losses": 0.6810469627380371,
|
| 776 |
+
"epoch": 0.51,
|
| 777 |
+
"grad_norm": 11.724114006745417,
|
| 778 |
+
"learning_rate": 2.8373909498776744e-07,
|
| 779 |
+
"logits/chosen": -2.8722732067108154,
|
| 780 |
+
"logits/rejected": -2.854133129119873,
|
| 781 |
+
"logps/chosen": -279.33917236328125,
|
| 782 |
+
"logps/rejected": -276.32232666015625,
|
| 783 |
+
"loss": 0.6845,
|
| 784 |
+
"positive_losses": 0.04124107211828232,
|
| 785 |
+
"rewards/accuracies": 0.762499988079071,
|
| 786 |
+
"rewards/chosen": 0.04524795338511467,
|
| 787 |
+
"rewards/margins": 0.024712715297937393,
|
| 788 |
+
"rewards/margins_max": 0.06821637600660324,
|
| 789 |
+
"rewards/margins_min": -0.0043562790378928185,
|
| 790 |
+
"rewards/margins_std": 0.03368216007947922,
|
| 791 |
+
"rewards/rejected": 0.020535241812467575,
|
| 792 |
+
"step": 350
|
| 793 |
+
},
|
| 794 |
+
{
|
| 795 |
+
"dpo_losses": 0.6761634945869446,
|
| 796 |
+
"epoch": 0.53,
|
| 797 |
+
"grad_norm": 5.401380341327095,
|
| 798 |
+
"learning_rate": 2.710467172300768e-07,
|
| 799 |
+
"logits/chosen": -2.7806248664855957,
|
| 800 |
+
"logits/rejected": -2.74116587638855,
|
| 801 |
+
"logps/chosen": -318.1079406738281,
|
| 802 |
+
"logps/rejected": -248.9733428955078,
|
| 803 |
+
"loss": 0.6774,
|
| 804 |
+
"positive_losses": 0.012074279598891735,
|
| 805 |
+
"rewards/accuracies": 0.7875000238418579,
|
| 806 |
+
"rewards/chosen": 0.05469100549817085,
|
| 807 |
+
"rewards/margins": 0.03459729254245758,
|
| 808 |
+
"rewards/margins_max": 0.0798027291893959,
|
| 809 |
+
"rewards/margins_min": -0.0013110924046486616,
|
| 810 |
+
"rewards/margins_std": 0.03574884682893753,
|
| 811 |
+
"rewards/rejected": 0.020093712955713272,
|
| 812 |
+
"step": 360
|
| 813 |
+
},
|
| 814 |
+
{
|
| 815 |
+
"dpo_losses": 0.6761563420295715,
|
| 816 |
+
"epoch": 0.54,
|
| 817 |
+
"grad_norm": 8.370611151073765,
|
| 818 |
+
"learning_rate": 2.582994309902146e-07,
|
| 819 |
+
"logits/chosen": -2.8219902515411377,
|
| 820 |
+
"logits/rejected": -2.7716636657714844,
|
| 821 |
+
"logps/chosen": -304.6541748046875,
|
| 822 |
+
"logps/rejected": -254.8093719482422,
|
| 823 |
+
"loss": 0.6842,
|
| 824 |
+
"positive_losses": 0.04906577989459038,
|
| 825 |
+
"rewards/accuracies": 0.737500011920929,
|
| 826 |
+
"rewards/chosen": 0.054839521646499634,
|
| 827 |
+
"rewards/margins": 0.03491091728210449,
|
| 828 |
+
"rewards/margins_max": 0.09758211672306061,
|
| 829 |
+
"rewards/margins_min": -0.014001704752445221,
|
| 830 |
+
"rewards/margins_std": 0.05021950602531433,
|
| 831 |
+
"rewards/rejected": 0.019928600639104843,
|
| 832 |
+
"step": 370
|
| 833 |
+
},
|
| 834 |
+
{
|
| 835 |
+
"dpo_losses": 0.6737654805183411,
|
| 836 |
+
"epoch": 0.56,
|
| 837 |
+
"grad_norm": 2.3064692447314554,
|
| 838 |
+
"learning_rate": 2.455304924825151e-07,
|
| 839 |
+
"logits/chosen": -2.837787389755249,
|
| 840 |
+
"logits/rejected": -2.831657886505127,
|
| 841 |
+
"logps/chosen": -275.2360534667969,
|
| 842 |
+
"logps/rejected": -255.569580078125,
|
| 843 |
+
"loss": 0.6738,
|
| 844 |
+
"positive_losses": 0.01725444756448269,
|
| 845 |
+
"rewards/accuracies": 0.8125,
|
| 846 |
+
"rewards/chosen": 0.05640103667974472,
|
| 847 |
+
"rewards/margins": 0.0399165078997612,
|
| 848 |
+
"rewards/margins_max": 0.09945692121982574,
|
| 849 |
+
"rewards/margins_min": -0.001225404441356659,
|
| 850 |
+
"rewards/margins_std": 0.045562874525785446,
|
| 851 |
+
"rewards/rejected": 0.016484536230564117,
|
| 852 |
+
"step": 380
|
| 853 |
+
},
|
| 854 |
+
{
|
| 855 |
+
"dpo_losses": 0.6766735911369324,
|
| 856 |
+
"epoch": 0.57,
|
| 857 |
+
"grad_norm": 1.805419113024878,
|
| 858 |
+
"learning_rate": 2.3277321440960732e-07,
|
| 859 |
+
"logits/chosen": -2.838366985321045,
|
| 860 |
+
"logits/rejected": -2.793659210205078,
|
| 861 |
+
"logps/chosen": -266.8939208984375,
|
| 862 |
+
"logps/rejected": -261.4732666015625,
|
| 863 |
+
"loss": 0.6807,
|
| 864 |
+
"positive_losses": 0.028429364785552025,
|
| 865 |
+
"rewards/accuracies": 0.7250000238418579,
|
| 866 |
+
"rewards/chosen": 0.0527314729988575,
|
| 867 |
+
"rewards/margins": 0.034005872905254364,
|
| 868 |
+
"rewards/margins_max": 0.10273897647857666,
|
| 869 |
+
"rewards/margins_min": -0.011970164254307747,
|
| 870 |
+
"rewards/margins_std": 0.05079951137304306,
|
| 871 |
+
"rewards/rejected": 0.018725596368312836,
|
| 872 |
+
"step": 390
|
| 873 |
+
},
|
| 874 |
+
{
|
| 875 |
+
"dpo_losses": 0.6763077974319458,
|
| 876 |
+
"epoch": 0.58,
|
| 877 |
+
"grad_norm": 6.733018778387388,
|
| 878 |
+
"learning_rate": 2.2006087905337698e-07,
|
| 879 |
+
"logits/chosen": -2.868297815322876,
|
| 880 |
+
"logits/rejected": -2.8423171043395996,
|
| 881 |
+
"logps/chosen": -238.1276092529297,
|
| 882 |
+
"logps/rejected": -231.619384765625,
|
| 883 |
+
"loss": 0.6808,
|
| 884 |
+
"positive_losses": 0.045419443398714066,
|
| 885 |
+
"rewards/accuracies": 0.7749999761581421,
|
| 886 |
+
"rewards/chosen": 0.05248277261853218,
|
| 887 |
+
"rewards/margins": 0.03450237587094307,
|
| 888 |
+
"rewards/margins_max": 0.09071175009012222,
|
| 889 |
+
"rewards/margins_min": -0.006746978498995304,
|
| 890 |
+
"rewards/margins_std": 0.04475879669189453,
|
| 891 |
+
"rewards/rejected": 0.01798040233552456,
|
| 892 |
+
"step": 400
|
| 893 |
+
},
|
| 894 |
+
{
|
| 895 |
+
"epoch": 0.58,
|
| 896 |
+
"eval_dpo_losses": 0.6860782504081726,
|
| 897 |
+
"eval_logits/chosen": -2.7994227409362793,
|
| 898 |
+
"eval_logits/rejected": -2.760826826095581,
|
| 899 |
+
"eval_logps/chosen": -279.1606140136719,
|
| 900 |
+
"eval_logps/rejected": -254.61215209960938,
|
| 901 |
+
"eval_loss": 0.6905239224433899,
|
| 902 |
+
"eval_positive_losses": 0.0314272977411747,
|
| 903 |
+
"eval_rewards/accuracies": 0.6169999837875366,
|
| 904 |
+
"eval_rewards/chosen": 0.05432803928852081,
|
| 905 |
+
"eval_rewards/margins": 0.014660396613180637,
|
| 906 |
+
"eval_rewards/margins_max": 0.08083328604698181,
|
| 907 |
+
"eval_rewards/margins_min": -0.043623533099889755,
|
| 908 |
+
"eval_rewards/margins_std": 0.04150667414069176,
|
| 909 |
+
"eval_rewards/rejected": 0.03966763988137245,
|
| 910 |
+
"eval_runtime": 428.0845,
|
| 911 |
+
"eval_samples_per_second": 4.672,
|
| 912 |
+
"eval_steps_per_second": 0.292,
|
| 913 |
+
"step": 400
|
| 914 |
+
},
|
| 915 |
+
{
|
| 916 |
+
"dpo_losses": 0.6729803085327148,
|
| 917 |
+
"epoch": 0.6,
|
| 918 |
+
"grad_norm": 6.255311463771333,
|
| 919 |
+
"learning_rate": 2.0742665144529372e-07,
|
| 920 |
+
"logits/chosen": -2.852710723876953,
|
| 921 |
+
"logits/rejected": -2.812171459197998,
|
| 922 |
+
"logps/chosen": -307.93133544921875,
|
| 923 |
+
"logps/rejected": -281.7948303222656,
|
| 924 |
+
"loss": 0.6784,
|
| 925 |
+
"positive_losses": 0.0057888031005859375,
|
| 926 |
+
"rewards/accuracies": 0.7250000238418579,
|
| 927 |
+
"rewards/chosen": 0.06238215044140816,
|
| 928 |
+
"rewards/margins": 0.04161245375871658,
|
| 929 |
+
"rewards/margins_max": 0.1156817227602005,
|
| 930 |
+
"rewards/margins_min": -0.008250080049037933,
|
| 931 |
+
"rewards/margins_std": 0.05661824345588684,
|
| 932 |
+
"rewards/rejected": 0.020769696682691574,
|
| 933 |
+
"step": 410
|
| 934 |
+
},
|
| 935 |
+
{
|
| 936 |
+
"dpo_losses": 0.6805132627487183,
|
| 937 |
+
"epoch": 0.61,
|
| 938 |
+
"grad_norm": 2.3659410877777494,
|
| 939 |
+
"learning_rate": 1.9490349284263033e-07,
|
| 940 |
+
"logits/chosen": -2.788618564605713,
|
| 941 |
+
"logits/rejected": -2.7586796283721924,
|
| 942 |
+
"logps/chosen": -255.90536499023438,
|
| 943 |
+
"logps/rejected": -242.9296417236328,
|
| 944 |
+
"loss": 0.6804,
|
| 945 |
+
"positive_losses": 0.0345400795340538,
|
| 946 |
+
"rewards/accuracies": 0.7250000238418579,
|
| 947 |
+
"rewards/chosen": 0.051929228007793427,
|
| 948 |
+
"rewards/margins": 0.026662463322281837,
|
| 949 |
+
"rewards/margins_max": 0.08727220445871353,
|
| 950 |
+
"rewards/margins_min": -0.02731608971953392,
|
| 951 |
+
"rewards/margins_std": 0.053510747849941254,
|
| 952 |
+
"rewards/rejected": 0.02526676654815674,
|
| 953 |
+
"step": 420
|
| 954 |
+
},
|
| 955 |
+
{
|
| 956 |
+
"dpo_losses": 0.6737715005874634,
|
| 957 |
+
"epoch": 0.63,
|
| 958 |
+
"grad_norm": 2.271597415804245,
|
| 959 |
+
"learning_rate": 1.8252407473630605e-07,
|
| 960 |
+
"logits/chosen": -2.8645436763763428,
|
| 961 |
+
"logits/rejected": -2.8088572025299072,
|
| 962 |
+
"logps/chosen": -295.20916748046875,
|
| 963 |
+
"logps/rejected": -230.15567016601562,
|
| 964 |
+
"loss": 0.6795,
|
| 965 |
+
"positive_losses": 0.03842503949999809,
|
| 966 |
+
"rewards/accuracies": 0.8125,
|
| 967 |
+
"rewards/chosen": 0.058985937386751175,
|
| 968 |
+
"rewards/margins": 0.03972195088863373,
|
| 969 |
+
"rewards/margins_max": 0.0958792120218277,
|
| 970 |
+
"rewards/margins_min": -0.005095441360026598,
|
| 971 |
+
"rewards/margins_std": 0.044632021337747574,
|
| 972 |
+
"rewards/rejected": 0.01926398277282715,
|
| 973 |
+
"step": 430
|
| 974 |
+
},
|
| 975 |
+
{
|
| 976 |
+
"dpo_losses": 0.6767727136611938,
|
| 977 |
+
"epoch": 0.64,
|
| 978 |
+
"grad_norm": 10.115009795187461,
|
| 979 |
+
"learning_rate": 1.7032069361469764e-07,
|
| 980 |
+
"logits/chosen": -2.7652392387390137,
|
| 981 |
+
"logits/rejected": -2.7494540214538574,
|
| 982 |
+
"logps/chosen": -226.9882354736328,
|
| 983 |
+
"logps/rejected": -269.02301025390625,
|
| 984 |
+
"loss": 0.6792,
|
| 985 |
+
"positive_losses": 0.009693240746855736,
|
| 986 |
+
"rewards/accuracies": 0.7250000238418579,
|
| 987 |
+
"rewards/chosen": 0.05702495574951172,
|
| 988 |
+
"rewards/margins": 0.03372834250330925,
|
| 989 |
+
"rewards/margins_max": 0.09970168769359589,
|
| 990 |
+
"rewards/margins_min": -0.013438252732157707,
|
| 991 |
+
"rewards/margins_std": 0.051222048699855804,
|
| 992 |
+
"rewards/rejected": 0.02329660952091217,
|
| 993 |
+
"step": 440
|
| 994 |
+
},
|
| 995 |
+
{
|
| 996 |
+
"dpo_losses": 0.6781430244445801,
|
| 997 |
+
"epoch": 0.66,
|
| 998 |
+
"grad_norm": 1.5440271538041583,
|
| 999 |
+
"learning_rate": 1.58325186705788e-07,
|
| 1000 |
+
"logits/chosen": -2.8817787170410156,
|
| 1001 |
+
"logits/rejected": -2.8590903282165527,
|
| 1002 |
+
"logps/chosen": -267.78729248046875,
|
| 1003 |
+
"logps/rejected": -251.52542114257812,
|
| 1004 |
+
"loss": 0.6868,
|
| 1005 |
+
"positive_losses": 0.08534412086009979,
|
| 1006 |
+
"rewards/accuracies": 0.7749999761581421,
|
| 1007 |
+
"rewards/chosen": 0.05013534426689148,
|
| 1008 |
+
"rewards/margins": 0.031011879444122314,
|
| 1009 |
+
"rewards/margins_max": 0.09007111191749573,
|
| 1010 |
+
"rewards/margins_min": -0.02042573131620884,
|
| 1011 |
+
"rewards/margins_std": 0.04950300231575966,
|
| 1012 |
+
"rewards/rejected": 0.019123462960124016,
|
| 1013 |
+
"step": 450
|
| 1014 |
+
},
|
| 1015 |
+
{
|
| 1016 |
+
"dpo_losses": 0.675542950630188,
|
| 1017 |
+
"epoch": 0.67,
|
| 1018 |
+
"grad_norm": 1.6924810012359601,
|
| 1019 |
+
"learning_rate": 1.4656884891747395e-07,
|
| 1020 |
+
"logits/chosen": -2.812002182006836,
|
| 1021 |
+
"logits/rejected": -2.765144109725952,
|
| 1022 |
+
"logps/chosen": -282.1943664550781,
|
| 1023 |
+
"logps/rejected": -234.0194854736328,
|
| 1024 |
+
"loss": 0.6808,
|
| 1025 |
+
"positive_losses": 0.03008117713034153,
|
| 1026 |
+
"rewards/accuracies": 0.800000011920929,
|
| 1027 |
+
"rewards/chosen": 0.055878765881061554,
|
| 1028 |
+
"rewards/margins": 0.03611396998167038,
|
| 1029 |
+
"rewards/margins_max": 0.09502451121807098,
|
| 1030 |
+
"rewards/margins_min": -0.008020835928618908,
|
| 1031 |
+
"rewards/margins_std": 0.04623667150735855,
|
| 1032 |
+
"rewards/rejected": 0.019764794036746025,
|
| 1033 |
+
"step": 460
|
| 1034 |
+
},
|
| 1035 |
+
{
|
| 1036 |
+
"dpo_losses": 0.6700197458267212,
|
| 1037 |
+
"epoch": 0.69,
|
| 1038 |
+
"grad_norm": 1.8078995560874291,
|
| 1039 |
+
"learning_rate": 1.3508235119272466e-07,
|
| 1040 |
+
"logits/chosen": -2.8690173625946045,
|
| 1041 |
+
"logits/rejected": -2.823881149291992,
|
| 1042 |
+
"logps/chosen": -322.7649230957031,
|
| 1043 |
+
"logps/rejected": -289.1722106933594,
|
| 1044 |
+
"loss": 0.6782,
|
| 1045 |
+
"positive_losses": 0.07821483910083771,
|
| 1046 |
+
"rewards/accuracies": 0.7749999761581421,
|
| 1047 |
+
"rewards/chosen": 0.06522538512945175,
|
| 1048 |
+
"rewards/margins": 0.04820011183619499,
|
| 1049 |
+
"rewards/margins_max": 0.1358465701341629,
|
| 1050 |
+
"rewards/margins_min": -0.011710671707987785,
|
| 1051 |
+
"rewards/margins_std": 0.06825564056634903,
|
| 1052 |
+
"rewards/rejected": 0.017025265842676163,
|
| 1053 |
+
"step": 470
|
| 1054 |
+
},
|
| 1055 |
+
{
|
| 1056 |
+
"dpo_losses": 0.6712939143180847,
|
| 1057 |
+
"epoch": 0.7,
|
| 1058 |
+
"grad_norm": 1.451487777642733,
|
| 1059 |
+
"learning_rate": 1.2389566049259336e-07,
|
| 1060 |
+
"logits/chosen": -2.811398983001709,
|
| 1061 |
+
"logits/rejected": -2.7891058921813965,
|
| 1062 |
+
"logps/chosen": -238.219970703125,
|
| 1063 |
+
"logps/rejected": -230.36062622070312,
|
| 1064 |
+
"loss": 0.6767,
|
| 1065 |
+
"positive_losses": 0.054373931139707565,
|
| 1066 |
+
"rewards/accuracies": 0.7875000238418579,
|
| 1067 |
+
"rewards/chosen": 0.06273017823696136,
|
| 1068 |
+
"rewards/margins": 0.0451803021132946,
|
| 1069 |
+
"rewards/margins_max": 0.10969402641057968,
|
| 1070 |
+
"rewards/margins_min": -0.0036571747623384,
|
| 1071 |
+
"rewards/margins_std": 0.051760654896497726,
|
| 1072 |
+
"rewards/rejected": 0.017549879848957062,
|
| 1073 |
+
"step": 480
|
| 1074 |
+
},
|
| 1075 |
+
{
|
| 1076 |
+
"dpo_losses": 0.6667095422744751,
|
| 1077 |
+
"epoch": 0.72,
|
| 1078 |
+
"grad_norm": 2.410585831948769,
|
| 1079 |
+
"learning_rate": 1.1303796161583762e-07,
|
| 1080 |
+
"logits/chosen": -2.9242846965789795,
|
| 1081 |
+
"logits/rejected": -2.840134859085083,
|
| 1082 |
+
"logps/chosen": -316.83929443359375,
|
| 1083 |
+
"logps/rejected": -256.23675537109375,
|
| 1084 |
+
"loss": 0.6785,
|
| 1085 |
+
"positive_losses": 0.06970572471618652,
|
| 1086 |
+
"rewards/accuracies": 0.800000011920929,
|
| 1087 |
+
"rewards/chosen": 0.0768619254231453,
|
| 1088 |
+
"rewards/margins": 0.05491393804550171,
|
| 1089 |
+
"rewards/margins_max": 0.13214218616485596,
|
| 1090 |
+
"rewards/margins_min": -0.004780332557857037,
|
| 1091 |
+
"rewards/margins_std": 0.06225153058767319,
|
| 1092 |
+
"rewards/rejected": 0.02194797992706299,
|
| 1093 |
+
"step": 490
|
| 1094 |
+
},
|
| 1095 |
+
{
|
| 1096 |
+
"dpo_losses": 0.6667904853820801,
|
| 1097 |
+
"epoch": 0.73,
|
| 1098 |
+
"grad_norm": 1.9094755680052469,
|
| 1099 |
+
"learning_rate": 1.0253758105911167e-07,
|
| 1100 |
+
"logits/chosen": -2.886962890625,
|
| 1101 |
+
"logits/rejected": -2.840977430343628,
|
| 1102 |
+
"logps/chosen": -331.50872802734375,
|
| 1103 |
+
"logps/rejected": -285.4704895019531,
|
| 1104 |
+
"loss": 0.6769,
|
| 1105 |
+
"positive_losses": 0.03339347988367081,
|
| 1106 |
+
"rewards/accuracies": 0.875,
|
| 1107 |
+
"rewards/chosen": 0.07617944478988647,
|
| 1108 |
+
"rewards/margins": 0.0544399730861187,
|
| 1109 |
+
"rewards/margins_max": 0.13042126595973969,
|
| 1110 |
+
"rewards/margins_min": -0.00018090903176926076,
|
| 1111 |
+
"rewards/margins_std": 0.05866100266575813,
|
| 1112 |
+
"rewards/rejected": 0.021739467978477478,
|
| 1113 |
+
"step": 500
|
| 1114 |
+
},
|
| 1115 |
+
{
|
| 1116 |
+
"epoch": 0.73,
|
| 1117 |
+
"eval_dpo_losses": 0.6854846477508545,
|
| 1118 |
+
"eval_logits/chosen": -2.797536611557007,
|
| 1119 |
+
"eval_logits/rejected": -2.7586684226989746,
|
| 1120 |
+
"eval_logps/chosen": -278.739990234375,
|
| 1121 |
+
"eval_logps/rejected": -254.3216094970703,
|
| 1122 |
+
"eval_loss": 0.6902235150337219,
|
| 1123 |
+
"eval_positive_losses": 0.032978080213069916,
|
| 1124 |
+
"eval_rewards/accuracies": 0.6119999885559082,
|
| 1125 |
+
"eval_rewards/chosen": 0.058533985167741776,
|
| 1126 |
+
"eval_rewards/margins": 0.015960821881890297,
|
| 1127 |
+
"eval_rewards/margins_max": 0.08850042521953583,
|
| 1128 |
+
"eval_rewards/margins_min": -0.048725374042987823,
|
| 1129 |
+
"eval_rewards/margins_std": 0.045832596719264984,
|
| 1130 |
+
"eval_rewards/rejected": 0.04257315769791603,
|
| 1131 |
+
"eval_runtime": 448.6936,
|
| 1132 |
+
"eval_samples_per_second": 4.457,
|
| 1133 |
+
"eval_steps_per_second": 0.279,
|
| 1134 |
+
"step": 500
|
| 1135 |
+
},
|
| 1136 |
+
{
|
| 1137 |
+
"dpo_losses": 0.6742907166481018,
|
| 1138 |
+
"epoch": 0.75,
|
| 1139 |
+
"grad_norm": 2.2304663983815316,
|
| 1140 |
+
"learning_rate": 9.242191311637049e-08,
|
| 1141 |
+
"logits/chosen": -2.8333396911621094,
|
| 1142 |
+
"logits/rejected": -2.8009631633758545,
|
| 1143 |
+
"logps/chosen": -277.5825500488281,
|
| 1144 |
+
"logps/rejected": -235.39108276367188,
|
| 1145 |
+
"loss": 0.6774,
|
| 1146 |
+
"positive_losses": 0.007343196775764227,
|
| 1147 |
+
"rewards/accuracies": 0.7749999761581421,
|
| 1148 |
+
"rewards/chosen": 0.05940967798233032,
|
| 1149 |
+
"rewards/margins": 0.038841020315885544,
|
| 1150 |
+
"rewards/margins_max": 0.1059766411781311,
|
| 1151 |
+
"rewards/margins_min": -0.00883492175489664,
|
| 1152 |
+
"rewards/margins_std": 0.052775926887989044,
|
| 1153 |
+
"rewards/rejected": 0.02056865207850933,
|
| 1154 |
+
"step": 510
|
| 1155 |
+
},
|
| 1156 |
+
{
|
| 1157 |
+
"dpo_losses": 0.6684087514877319,
|
| 1158 |
+
"epoch": 0.76,
|
| 1159 |
+
"grad_norm": 1.9114464768987025,
|
| 1160 |
+
"learning_rate": 8.271734841028552e-08,
|
| 1161 |
+
"logits/chosen": -2.8523058891296387,
|
| 1162 |
+
"logits/rejected": -2.7778074741363525,
|
| 1163 |
+
"logps/chosen": -335.83966064453125,
|
| 1164 |
+
"logps/rejected": -264.36016845703125,
|
| 1165 |
+
"loss": 0.6743,
|
| 1166 |
+
"positive_losses": 0.0079803466796875,
|
| 1167 |
+
"rewards/accuracies": 0.887499988079071,
|
| 1168 |
+
"rewards/chosen": 0.06848612427711487,
|
| 1169 |
+
"rewards/margins": 0.05102965235710144,
|
| 1170 |
+
"rewards/margins_max": 0.12273881584405899,
|
| 1171 |
+
"rewards/margins_min": -0.0025417390279471874,
|
| 1172 |
+
"rewards/margins_std": 0.05730118602514267,
|
| 1173 |
+
"rewards/rejected": 0.017456475645303726,
|
| 1174 |
+
"step": 520
|
| 1175 |
+
},
|
| 1176 |
+
{
|
| 1177 |
+
"dpo_losses": 0.6773437261581421,
|
| 1178 |
+
"epoch": 0.77,
|
| 1179 |
+
"grad_norm": 1.8982933837442546,
|
| 1180 |
+
"learning_rate": 7.344920504212243e-08,
|
| 1181 |
+
"logits/chosen": -2.839207172393799,
|
| 1182 |
+
"logits/rejected": -2.7776246070861816,
|
| 1183 |
+
"logps/chosen": -260.9156799316406,
|
| 1184 |
+
"logps/rejected": -216.26376342773438,
|
| 1185 |
+
"loss": 0.6801,
|
| 1186 |
+
"positive_losses": 0.04813060909509659,
|
| 1187 |
+
"rewards/accuracies": 0.7749999761581421,
|
| 1188 |
+
"rewards/chosen": 0.054224640130996704,
|
| 1189 |
+
"rewards/margins": 0.032528605312108994,
|
| 1190 |
+
"rewards/margins_max": 0.09149853885173798,
|
| 1191 |
+
"rewards/margins_min": -0.01699809357523918,
|
| 1192 |
+
"rewards/margins_std": 0.04981226474046707,
|
| 1193 |
+
"rewards/rejected": 0.02169603481888771,
|
| 1194 |
+
"step": 530
|
| 1195 |
+
},
|
| 1196 |
+
{
|
| 1197 |
+
"dpo_losses": 0.6705015301704407,
|
| 1198 |
+
"epoch": 0.79,
|
| 1199 |
+
"grad_norm": 1.723774449740064,
|
| 1200 |
+
"learning_rate": 6.46416625397067e-08,
|
| 1201 |
+
"logits/chosen": -2.834272861480713,
|
| 1202 |
+
"logits/rejected": -2.7763218879699707,
|
| 1203 |
+
"logps/chosen": -320.51885986328125,
|
| 1204 |
+
"logps/rejected": -295.53875732421875,
|
| 1205 |
+
"loss": 0.6751,
|
| 1206 |
+
"positive_losses": 0.018300628289580345,
|
| 1207 |
+
"rewards/accuracies": 0.8374999761581421,
|
| 1208 |
+
"rewards/chosen": 0.06741219758987427,
|
| 1209 |
+
"rewards/margins": 0.04666105657815933,
|
| 1210 |
+
"rewards/margins_max": 0.10739126056432724,
|
| 1211 |
+
"rewards/margins_min": -0.008476030081510544,
|
| 1212 |
+
"rewards/margins_std": 0.05081728845834732,
|
| 1213 |
+
"rewards/rejected": 0.020751142874360085,
|
| 1214 |
+
"step": 540
|
| 1215 |
+
},
|
| 1216 |
+
{
|
| 1217 |
+
"dpo_losses": 0.6752179861068726,
|
| 1218 |
+
"epoch": 0.8,
|
| 1219 |
+
"grad_norm": 1.6108967521538597,
|
| 1220 |
+
"learning_rate": 5.6317698775795344e-08,
|
| 1221 |
+
"logits/chosen": -2.8729920387268066,
|
| 1222 |
+
"logits/rejected": -2.833665370941162,
|
| 1223 |
+
"logps/chosen": -278.38275146484375,
|
| 1224 |
+
"logps/rejected": -270.0639953613281,
|
| 1225 |
+
"loss": 0.6723,
|
| 1226 |
+
"positive_losses": 0.005997705273330212,
|
| 1227 |
+
"rewards/accuracies": 0.75,
|
| 1228 |
+
"rewards/chosen": 0.057433564215898514,
|
| 1229 |
+
"rewards/margins": 0.037055402994155884,
|
| 1230 |
+
"rewards/margins_max": 0.09951488673686981,
|
| 1231 |
+
"rewards/margins_min": -0.01219971850514412,
|
| 1232 |
+
"rewards/margins_std": 0.051766276359558105,
|
| 1233 |
+
"rewards/rejected": 0.02037816308438778,
|
| 1234 |
+
"step": 550
|
| 1235 |
+
},
|
| 1236 |
+
{
|
| 1237 |
+
"dpo_losses": 0.6663364171981812,
|
| 1238 |
+
"epoch": 0.82,
|
| 1239 |
+
"grad_norm": 1.9255604336867507,
|
| 1240 |
+
"learning_rate": 4.849903002143113e-08,
|
| 1241 |
+
"logits/chosen": -2.9117777347564697,
|
| 1242 |
+
"logits/rejected": -2.8610081672668457,
|
| 1243 |
+
"logps/chosen": -328.8406066894531,
|
| 1244 |
+
"logps/rejected": -272.1076965332031,
|
| 1245 |
+
"loss": 0.6731,
|
| 1246 |
+
"positive_losses": 0.038059137761592865,
|
| 1247 |
+
"rewards/accuracies": 0.7749999761581421,
|
| 1248 |
+
"rewards/chosen": 0.07473967969417572,
|
| 1249 |
+
"rewards/margins": 0.055439990013837814,
|
| 1250 |
+
"rewards/margins_max": 0.12707814574241638,
|
| 1251 |
+
"rewards/margins_min": -0.002053080592304468,
|
| 1252 |
+
"rewards/margins_std": 0.05929755046963692,
|
| 1253 |
+
"rewards/rejected": 0.019299697130918503,
|
| 1254 |
+
"step": 560
|
| 1255 |
+
},
|
| 1256 |
+
{
|
| 1257 |
+
"dpo_losses": 0.6710665822029114,
|
| 1258 |
+
"epoch": 0.83,
|
| 1259 |
+
"grad_norm": 1.733507781542446,
|
| 1260 |
+
"learning_rate": 4.1206054290670535e-08,
|
| 1261 |
+
"logits/chosen": -2.8613619804382324,
|
| 1262 |
+
"logits/rejected": -2.82637357711792,
|
| 1263 |
+
"logps/chosen": -266.23773193359375,
|
| 1264 |
+
"logps/rejected": -258.0359802246094,
|
| 1265 |
+
"loss": 0.6756,
|
| 1266 |
+
"positive_losses": 0.013837432488799095,
|
| 1267 |
+
"rewards/accuracies": 0.7875000238418579,
|
| 1268 |
+
"rewards/chosen": 0.06855504214763641,
|
| 1269 |
+
"rewards/margins": 0.04551316797733307,
|
| 1270 |
+
"rewards/margins_max": 0.1095261201262474,
|
| 1271 |
+
"rewards/margins_min": -0.004014958627521992,
|
| 1272 |
+
"rewards/margins_std": 0.0510232150554657,
|
| 1273 |
+
"rewards/rejected": 0.02304188162088394,
|
| 1274 |
+
"step": 570
|
| 1275 |
+
},
|
| 1276 |
+
{
|
| 1277 |
+
"dpo_losses": 0.676629900932312,
|
| 1278 |
+
"epoch": 0.85,
|
| 1279 |
+
"grad_norm": 8.907703588890858,
|
| 1280 |
+
"learning_rate": 3.44577981244944e-08,
|
| 1281 |
+
"logits/chosen": -2.8228065967559814,
|
| 1282 |
+
"logits/rejected": -2.809900999069214,
|
| 1283 |
+
"logps/chosen": -257.9283752441406,
|
| 1284 |
+
"logps/rejected": -256.25799560546875,
|
| 1285 |
+
"loss": 0.6858,
|
| 1286 |
+
"positive_losses": 0.03807668760418892,
|
| 1287 |
+
"rewards/accuracies": 0.625,
|
| 1288 |
+
"rewards/chosen": 0.05910138040781021,
|
| 1289 |
+
"rewards/margins": 0.034723442047834396,
|
| 1290 |
+
"rewards/margins_max": 0.12428979575634003,
|
| 1291 |
+
"rewards/margins_min": -0.03289930149912834,
|
| 1292 |
+
"rewards/margins_std": 0.07077684998512268,
|
| 1293 |
+
"rewards/rejected": 0.024377940222620964,
|
| 1294 |
+
"step": 580
|
| 1295 |
+
},
|
| 1296 |
+
{
|
| 1297 |
+
"dpo_losses": 0.6756445169448853,
|
| 1298 |
+
"epoch": 0.86,
|
| 1299 |
+
"grad_norm": 8.494851741114475,
|
| 1300 |
+
"learning_rate": 2.8271866952734814e-08,
|
| 1301 |
+
"logits/chosen": -2.8694353103637695,
|
| 1302 |
+
"logits/rejected": -2.844571113586426,
|
| 1303 |
+
"logps/chosen": -302.86883544921875,
|
| 1304 |
+
"logps/rejected": -284.4591369628906,
|
| 1305 |
+
"loss": 0.6829,
|
| 1306 |
+
"positive_losses": 0.07926483452320099,
|
| 1307 |
+
"rewards/accuracies": 0.699999988079071,
|
| 1308 |
+
"rewards/chosen": 0.05832204222679138,
|
| 1309 |
+
"rewards/margins": 0.03624555841088295,
|
| 1310 |
+
"rewards/margins_max": 0.10978803783655167,
|
| 1311 |
+
"rewards/margins_min": -0.017319655045866966,
|
| 1312 |
+
"rewards/margins_std": 0.05776820331811905,
|
| 1313 |
+
"rewards/rejected": 0.022076481953263283,
|
| 1314 |
+
"step": 590
|
| 1315 |
+
},
|
| 1316 |
+
{
|
| 1317 |
+
"dpo_losses": 0.6685220003128052,
|
| 1318 |
+
"epoch": 0.88,
|
| 1319 |
+
"grad_norm": 2.0828943807385567,
|
| 1320 |
+
"learning_rate": 2.2664399163518782e-08,
|
| 1321 |
+
"logits/chosen": -2.7986605167388916,
|
| 1322 |
+
"logits/rejected": -2.781226396560669,
|
| 1323 |
+
"logps/chosen": -289.7279968261719,
|
| 1324 |
+
"logps/rejected": -246.7861328125,
|
| 1325 |
+
"loss": 0.67,
|
| 1326 |
+
"positive_losses": 0.0,
|
| 1327 |
+
"rewards/accuracies": 0.762499988079071,
|
| 1328 |
+
"rewards/chosen": 0.07399223744869232,
|
| 1329 |
+
"rewards/margins": 0.051160674542188644,
|
| 1330 |
+
"rewards/margins_max": 0.12970498204231262,
|
| 1331 |
+
"rewards/margins_min": -0.008301710709929466,
|
| 1332 |
+
"rewards/margins_std": 0.06261205673217773,
|
| 1333 |
+
"rewards/rejected": 0.02283155545592308,
|
| 1334 |
+
"step": 600
|
| 1335 |
+
},
|
| 1336 |
+
{
|
| 1337 |
+
"epoch": 0.88,
|
| 1338 |
+
"eval_dpo_losses": 0.6851370930671692,
|
| 1339 |
+
"eval_logits/chosen": -2.798839569091797,
|
| 1340 |
+
"eval_logits/rejected": -2.7602357864379883,
|
| 1341 |
+
"eval_logps/chosen": -278.6050109863281,
|
| 1342 |
+
"eval_logps/rejected": -254.26231384277344,
|
| 1343 |
+
"eval_loss": 0.6902583241462708,
|
| 1344 |
+
"eval_positive_losses": 0.03728185221552849,
|
| 1345 |
+
"eval_rewards/accuracies": 0.6159999966621399,
|
| 1346 |
+
"eval_rewards/chosen": 0.05988401547074318,
|
| 1347 |
+
"eval_rewards/margins": 0.016717953607439995,
|
| 1348 |
+
"eval_rewards/margins_max": 0.09297847747802734,
|
| 1349 |
+
"eval_rewards/margins_min": -0.051056575030088425,
|
| 1350 |
+
"eval_rewards/margins_std": 0.0480518564581871,
|
| 1351 |
+
"eval_rewards/rejected": 0.043166060000658035,
|
| 1352 |
+
"eval_runtime": 428.2792,
|
| 1353 |
+
"eval_samples_per_second": 4.67,
|
| 1354 |
+
"eval_steps_per_second": 0.292,
|
| 1355 |
+
"step": 600
|
| 1356 |
+
},
|
| 1357 |
+
{
|
| 1358 |
+
"dpo_losses": 0.6745679974555969,
|
| 1359 |
+
"epoch": 0.89,
|
| 1360 |
+
"grad_norm": 1.3564104662072647,
|
| 1361 |
+
"learning_rate": 1.7650024000056414e-08,
|
| 1362 |
+
"logits/chosen": -2.7833163738250732,
|
| 1363 |
+
"logits/rejected": -2.7807528972625732,
|
| 1364 |
+
"logps/chosen": -241.8382568359375,
|
| 1365 |
+
"logps/rejected": -243.6163330078125,
|
| 1366 |
+
"loss": 0.6742,
|
| 1367 |
+
"positive_losses": 0.0,
|
| 1368 |
+
"rewards/accuracies": 0.75,
|
| 1369 |
+
"rewards/chosen": 0.06093451380729675,
|
| 1370 |
+
"rewards/margins": 0.038374222815036774,
|
| 1371 |
+
"rewards/margins_max": 0.10369594395160675,
|
| 1372 |
+
"rewards/margins_min": -0.009305914863944054,
|
| 1373 |
+
"rewards/margins_std": 0.05068794637918472,
|
| 1374 |
+
"rewards/rejected": 0.022560294717550278,
|
| 1375 |
+
"step": 610
|
| 1376 |
+
},
|
| 1377 |
+
{
|
| 1378 |
+
"dpo_losses": 0.6677746772766113,
|
| 1379 |
+
"epoch": 0.91,
|
| 1380 |
+
"grad_norm": 7.979260503019614,
|
| 1381 |
+
"learning_rate": 1.3241823394615437e-08,
|
| 1382 |
+
"logits/chosen": -2.908095598220825,
|
| 1383 |
+
"logits/rejected": -2.8685083389282227,
|
| 1384 |
+
"logps/chosen": -304.2915954589844,
|
| 1385 |
+
"logps/rejected": -286.26873779296875,
|
| 1386 |
+
"loss": 0.675,
|
| 1387 |
+
"positive_losses": 0.05257830768823624,
|
| 1388 |
+
"rewards/accuracies": 0.8500000238418579,
|
| 1389 |
+
"rewards/chosen": 0.07303957641124725,
|
| 1390 |
+
"rewards/margins": 0.05244825407862663,
|
| 1391 |
+
"rewards/margins_max": 0.11377520859241486,
|
| 1392 |
+
"rewards/margins_min": -0.004015705548226833,
|
| 1393 |
+
"rewards/margins_std": 0.0548991933465004,
|
| 1394 |
+
"rewards/rejected": 0.020591318607330322,
|
| 1395 |
+
"step": 620
|
| 1396 |
+
},
|
| 1397 |
+
{
|
| 1398 |
+
"dpo_losses": 0.6700986623764038,
|
| 1399 |
+
"epoch": 0.92,
|
| 1400 |
+
"grad_norm": 8.477082267330537,
|
| 1401 |
+
"learning_rate": 9.451297839253913e-09,
|
| 1402 |
+
"logits/chosen": -2.7833220958709717,
|
| 1403 |
+
"logits/rejected": -2.7590456008911133,
|
| 1404 |
+
"logps/chosen": -276.22540283203125,
|
| 1405 |
+
"logps/rejected": -278.2480163574219,
|
| 1406 |
+
"loss": 0.6748,
|
| 1407 |
+
"positive_losses": 0.00507011404260993,
|
| 1408 |
+
"rewards/accuracies": 0.762499988079071,
|
| 1409 |
+
"rewards/chosen": 0.06989948451519012,
|
| 1410 |
+
"rewards/margins": 0.047721296548843384,
|
| 1411 |
+
"rewards/margins_max": 0.11920352280139923,
|
| 1412 |
+
"rewards/margins_min": -0.008280943147838116,
|
| 1413 |
+
"rewards/margins_std": 0.05656985193490982,
|
| 1414 |
+
"rewards/rejected": 0.02217818982899189,
|
| 1415 |
+
"step": 630
|
| 1416 |
+
},
|
| 1417 |
+
{
|
| 1418 |
+
"dpo_losses": 0.6701762080192566,
|
| 1419 |
+
"epoch": 0.94,
|
| 1420 |
+
"grad_norm": 1.4912730505697442,
|
| 1421 |
+
"learning_rate": 6.288336382349463e-09,
|
| 1422 |
+
"logits/chosen": -2.7986907958984375,
|
| 1423 |
+
"logits/rejected": -2.7656140327453613,
|
| 1424 |
+
"logps/chosen": -245.1352996826172,
|
| 1425 |
+
"logps/rejected": -207.5049285888672,
|
| 1426 |
+
"loss": 0.6724,
|
| 1427 |
+
"positive_losses": 0.004144692327827215,
|
| 1428 |
+
"rewards/accuracies": 0.800000011920929,
|
| 1429 |
+
"rewards/chosen": 0.06695154309272766,
|
| 1430 |
+
"rewards/margins": 0.04747752100229263,
|
| 1431 |
+
"rewards/margins_max": 0.12407982349395752,
|
| 1432 |
+
"rewards/margins_min": -0.003674466861411929,
|
| 1433 |
+
"rewards/margins_std": 0.05860821157693863,
|
| 1434 |
+
"rewards/rejected": 0.01947401836514473,
|
| 1435 |
+
"step": 640
|
| 1436 |
+
},
|
| 1437 |
+
{
|
| 1438 |
+
"dpo_losses": 0.6735118627548218,
|
| 1439 |
+
"epoch": 0.95,
|
| 1440 |
+
"grad_norm": 10.343240316228654,
|
| 1441 |
+
"learning_rate": 3.7611908292010665e-09,
|
| 1442 |
+
"logits/chosen": -2.859143018722534,
|
| 1443 |
+
"logits/rejected": -2.8227005004882812,
|
| 1444 |
+
"logps/chosen": -307.39508056640625,
|
| 1445 |
+
"logps/rejected": -258.0931091308594,
|
| 1446 |
+
"loss": 0.6774,
|
| 1447 |
+
"positive_losses": 0.10746382176876068,
|
| 1448 |
+
"rewards/accuracies": 0.7124999761581421,
|
| 1449 |
+
"rewards/chosen": 0.05885057523846626,
|
| 1450 |
+
"rewards/margins": 0.040867820382118225,
|
| 1451 |
+
"rewards/margins_max": 0.11666282266378403,
|
| 1452 |
+
"rewards/margins_min": -0.015247263014316559,
|
| 1453 |
+
"rewards/margins_std": 0.05968106538057327,
|
| 1454 |
+
"rewards/rejected": 0.017982754856348038,
|
| 1455 |
+
"step": 650
|
| 1456 |
+
},
|
| 1457 |
+
{
|
| 1458 |
+
"dpo_losses": 0.6789201498031616,
|
| 1459 |
+
"epoch": 0.96,
|
| 1460 |
+
"grad_norm": 12.216425135481341,
|
| 1461 |
+
"learning_rate": 1.8764542140112527e-09,
|
| 1462 |
+
"logits/chosen": -2.800410509109497,
|
| 1463 |
+
"logits/rejected": -2.8051278591156006,
|
| 1464 |
+
"logps/chosen": -219.88369750976562,
|
| 1465 |
+
"logps/rejected": -224.5011749267578,
|
| 1466 |
+
"loss": 0.6838,
|
| 1467 |
+
"positive_losses": 0.09240980446338654,
|
| 1468 |
+
"rewards/accuracies": 0.699999988079071,
|
| 1469 |
+
"rewards/chosen": 0.0470733642578125,
|
| 1470 |
+
"rewards/margins": 0.02947625145316124,
|
| 1471 |
+
"rewards/margins_max": 0.0936986654996872,
|
| 1472 |
+
"rewards/margins_min": -0.014550586231052876,
|
| 1473 |
+
"rewards/margins_std": 0.048393599689006805,
|
| 1474 |
+
"rewards/rejected": 0.01759711280465126,
|
| 1475 |
+
"step": 660
|
| 1476 |
+
},
|
| 1477 |
+
{
|
| 1478 |
+
"dpo_losses": 0.6718948483467102,
|
| 1479 |
+
"epoch": 0.98,
|
| 1480 |
+
"grad_norm": 7.347929588964824,
|
| 1481 |
+
"learning_rate": 6.390435994127752e-10,
|
| 1482 |
+
"logits/chosen": -2.8291993141174316,
|
| 1483 |
+
"logits/rejected": -2.7946581840515137,
|
| 1484 |
+
"logps/chosen": -279.2850646972656,
|
| 1485 |
+
"logps/rejected": -295.1185607910156,
|
| 1486 |
+
"loss": 0.6767,
|
| 1487 |
+
"positive_losses": 0.03623781353235245,
|
| 1488 |
+
"rewards/accuracies": 0.762499988079071,
|
| 1489 |
+
"rewards/chosen": 0.06117644160985947,
|
| 1490 |
+
"rewards/margins": 0.044048137962818146,
|
| 1491 |
+
"rewards/margins_max": 0.11197330802679062,
|
| 1492 |
+
"rewards/margins_min": -0.004027059301733971,
|
| 1493 |
+
"rewards/margins_std": 0.05286269634962082,
|
| 1494 |
+
"rewards/rejected": 0.01712830550968647,
|
| 1495 |
+
"step": 670
|
| 1496 |
+
},
|
| 1497 |
+
{
|
| 1498 |
+
"dpo_losses": 0.6698868870735168,
|
| 1499 |
+
"epoch": 0.99,
|
| 1500 |
+
"grad_norm": 9.194005207225429,
|
| 1501 |
+
"learning_rate": 5.2187248413465555e-11,
|
| 1502 |
+
"logits/chosen": -2.8184335231781006,
|
| 1503 |
+
"logits/rejected": -2.7909679412841797,
|
| 1504 |
+
"logps/chosen": -296.29473876953125,
|
| 1505 |
+
"logps/rejected": -258.4402160644531,
|
| 1506 |
+
"loss": 0.6757,
|
| 1507 |
+
"positive_losses": 0.03602256625890732,
|
| 1508 |
+
"rewards/accuracies": 0.75,
|
| 1509 |
+
"rewards/chosen": 0.06865200400352478,
|
| 1510 |
+
"rewards/margins": 0.04830945283174515,
|
| 1511 |
+
"rewards/margins_max": 0.1308433711528778,
|
| 1512 |
+
"rewards/margins_min": -0.012822682037949562,
|
| 1513 |
+
"rewards/margins_std": 0.06532330065965652,
|
| 1514 |
+
"rewards/rejected": 0.020342541858553886,
|
| 1515 |
+
"step": 680
|
| 1516 |
+
},
|
| 1517 |
+
{
|
| 1518 |
+
"epoch": 1.0,
|
| 1519 |
+
"step": 684,
|
| 1520 |
+
"total_flos": 0.0,
|
| 1521 |
+
"train_loss": 0.6833745032026056,
|
| 1522 |
+
"train_runtime": 9125.7542,
|
| 1523 |
+
"train_samples_per_second": 1.199,
|
| 1524 |
+
"train_steps_per_second": 0.075
|
| 1525 |
+
}
|
| 1526 |
+
],
|
| 1527 |
+
"logging_steps": 10,
|
| 1528 |
+
"max_steps": 684,
|
| 1529 |
+
"num_input_tokens_seen": 0,
|
| 1530 |
+
"num_train_epochs": 1,
|
| 1531 |
+
"save_steps": 100,
|
| 1532 |
+
"total_flos": 0.0,
|
| 1533 |
+
"train_batch_size": 4,
|
| 1534 |
+
"trial_name": null,
|
| 1535 |
+
"trial_params": null
|
| 1536 |
+
}
|