AmberYifan commited on
Commit
f7735fa
1 Parent(s): b061dc2

Model save

Browse files
README.md ADDED
@@ -0,0 +1,68 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: AmberYifan/mistral-v0.1-7b-sft-ultrachat-safeRLHF
3
+ library_name: transformers
4
+ model_name: Mistral-7B-v0.1-Llama-2-7b-mix
5
+ tags:
6
+ - generated_from_trainer
7
+ - trl
8
+ - dpo
9
+ licence: license
10
+ ---
11
+
12
+ # Model Card for Mistral-7B-v0.1-Llama-2-7b-mix
13
+
14
+ This model is a fine-tuned version of [AmberYifan/mistral-v0.1-7b-sft-ultrachat-safeRLHF](https://huggingface.co/AmberYifan/mistral-v0.1-7b-sft-ultrachat-safeRLHF).
15
+ It has been trained using [TRL](https://github.com/huggingface/trl).
16
+
17
+ ## Quick start
18
+
19
+ ```python
20
+ from transformers import pipeline
21
+
22
+ question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
23
+ generator = pipeline("text-generation", model="AmberYifan/Mistral-7B-v0.1-Llama-2-7b-mix", device="cuda")
24
+ output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
25
+ print(output["generated_text"])
26
+ ```
27
+
28
+ ## Training procedure
29
+
30
+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/yifanwang/huggingface/runs/07vdcz74)
31
+
32
+ This model was trained with DPO, a method introduced in [Direct Preference Optimization: Your Language Model is Secretly a Reward Model](https://huggingface.co/papers/2305.18290).
33
+
34
+ ### Framework versions
35
+
36
+ - TRL: 0.12.2
37
+ - Transformers: 4.46.3
38
+ - Pytorch: 2.5.1+cu118
39
+ - Datasets: 3.2.0
40
+ - Tokenizers: 0.20.3
41
+
42
+ ## Citations
43
+
44
+ Cite DPO as:
45
+
46
+ ```bibtex
47
+ @inproceedings{rafailov2023direct,
48
+ title = {{Direct Preference Optimization: Your Language Model is Secretly a Reward Model}},
49
+ author = {Rafael Rafailov and Archit Sharma and Eric Mitchell and Christopher D. Manning and Stefano Ermon and Chelsea Finn},
50
+ year = 2023,
51
+ booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
52
+ url = {http://papers.nips.cc/paper_files/paper/2023/hash/a85b405ed65c6477a4fe8302b5e06ce7-Abstract-Conference.html},
53
+ editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
54
+ }
55
+ ```
56
+
57
+ Cite TRL as:
58
+
59
+ ```bibtex
60
+ @misc{vonwerra2022trl,
61
+ title = {{TRL: Transformer Reinforcement Learning}},
62
+ author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec},
63
+ year = 2020,
64
+ journal = {GitHub repository},
65
+ publisher = {GitHub},
66
+ howpublished = {\url{https://github.com/huggingface/trl}}
67
+ }
68
+ ```
all_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 0.0,
4
+ "train_loss": 0.23619326285787792,
5
+ "train_runtime": 4850.984,
6
+ "train_samples": 10000,
7
+ "train_samples_per_second": 6.184,
8
+ "train_steps_per_second": 0.194
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": "4.46.3"
6
+ }
train_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 0.0,
4
+ "train_loss": 0.23619326285787792,
5
+ "train_runtime": 4850.984,
6
+ "train_samples": 10000,
7
+ "train_samples_per_second": 6.184,
8
+ "train_steps_per_second": 0.194
9
+ }
trainer_state.json ADDED
@@ -0,0 +1,1500 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 939,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.003194888178913738,
13
+ "grad_norm": 63.76829168210548,
14
+ "learning_rate": 5.3191489361702125e-09,
15
+ "logits/chosen": -3.703125,
16
+ "logits/rejected": -3.859375,
17
+ "logps/chosen": -139.0,
18
+ "logps/rejected": -80.0,
19
+ "loss": 0.6914,
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": 0.03194888178913738,
28
+ "grad_norm": 92.94577098387109,
29
+ "learning_rate": 5.3191489361702123e-08,
30
+ "logits/chosen": -3.625,
31
+ "logits/rejected": -3.53125,
32
+ "logps/chosen": -99.5,
33
+ "logps/rejected": -96.0,
34
+ "loss": 0.6939,
35
+ "rewards/accuracies": 0.1527777761220932,
36
+ "rewards/chosen": -0.0010528564453125,
37
+ "rewards/margins": -0.001739501953125,
38
+ "rewards/rejected": 0.0006866455078125,
39
+ "step": 10
40
+ },
41
+ {
42
+ "epoch": 0.06389776357827476,
43
+ "grad_norm": 70.79325392606067,
44
+ "learning_rate": 1.0638297872340425e-07,
45
+ "logits/chosen": -3.375,
46
+ "logits/rejected": -3.5625,
47
+ "logps/chosen": -96.0,
48
+ "logps/rejected": -105.0,
49
+ "loss": 0.6872,
50
+ "rewards/accuracies": 0.4375,
51
+ "rewards/chosen": -0.0242919921875,
52
+ "rewards/margins": 0.017333984375,
53
+ "rewards/rejected": -0.04150390625,
54
+ "step": 20
55
+ },
56
+ {
57
+ "epoch": 0.09584664536741214,
58
+ "grad_norm": 63.190582339280105,
59
+ "learning_rate": 1.5957446808510638e-07,
60
+ "logits/chosen": -3.5625,
61
+ "logits/rejected": -3.453125,
62
+ "logps/chosen": -99.5,
63
+ "logps/rejected": -108.0,
64
+ "loss": 0.671,
65
+ "rewards/accuracies": 0.5625,
66
+ "rewards/chosen": -0.08935546875,
67
+ "rewards/margins": 0.0361328125,
68
+ "rewards/rejected": -0.125,
69
+ "step": 30
70
+ },
71
+ {
72
+ "epoch": 0.12779552715654952,
73
+ "grad_norm": 70.46556001874696,
74
+ "learning_rate": 2.127659574468085e-07,
75
+ "logits/chosen": -3.578125,
76
+ "logits/rejected": -3.59375,
77
+ "logps/chosen": -110.0,
78
+ "logps/rejected": -95.5,
79
+ "loss": 0.6578,
80
+ "rewards/accuracies": 0.48750001192092896,
81
+ "rewards/chosen": -0.1669921875,
82
+ "rewards/margins": 0.0164794921875,
83
+ "rewards/rejected": -0.1826171875,
84
+ "step": 40
85
+ },
86
+ {
87
+ "epoch": 0.1597444089456869,
88
+ "grad_norm": 53.92661468897121,
89
+ "learning_rate": 2.659574468085106e-07,
90
+ "logits/chosen": -3.6875,
91
+ "logits/rejected": -3.640625,
92
+ "logps/chosen": -95.0,
93
+ "logps/rejected": -106.5,
94
+ "loss": 0.6153,
95
+ "rewards/accuracies": 0.574999988079071,
96
+ "rewards/chosen": -0.251953125,
97
+ "rewards/margins": 0.1376953125,
98
+ "rewards/rejected": -0.388671875,
99
+ "step": 50
100
+ },
101
+ {
102
+ "epoch": 0.19169329073482427,
103
+ "grad_norm": 61.31819398041802,
104
+ "learning_rate": 3.1914893617021275e-07,
105
+ "logits/chosen": -3.453125,
106
+ "logits/rejected": -3.328125,
107
+ "logps/chosen": -101.0,
108
+ "logps/rejected": -107.0,
109
+ "loss": 0.7335,
110
+ "rewards/accuracies": 0.6875,
111
+ "rewards/chosen": -0.283203125,
112
+ "rewards/margins": 0.478515625,
113
+ "rewards/rejected": -0.76171875,
114
+ "step": 60
115
+ },
116
+ {
117
+ "epoch": 0.22364217252396165,
118
+ "grad_norm": 55.44332583758203,
119
+ "learning_rate": 3.7234042553191484e-07,
120
+ "logits/chosen": -3.421875,
121
+ "logits/rejected": -3.546875,
122
+ "logps/chosen": -103.0,
123
+ "logps/rejected": -112.0,
124
+ "loss": 0.6863,
125
+ "rewards/accuracies": 0.6875,
126
+ "rewards/chosen": -0.1220703125,
127
+ "rewards/margins": 0.6328125,
128
+ "rewards/rejected": -0.75390625,
129
+ "step": 70
130
+ },
131
+ {
132
+ "epoch": 0.25559105431309903,
133
+ "grad_norm": 51.149001898192076,
134
+ "learning_rate": 4.25531914893617e-07,
135
+ "logits/chosen": -3.546875,
136
+ "logits/rejected": -3.53125,
137
+ "logps/chosen": -110.5,
138
+ "logps/rejected": -110.5,
139
+ "loss": 0.5805,
140
+ "rewards/accuracies": 0.75,
141
+ "rewards/chosen": -0.0986328125,
142
+ "rewards/margins": 0.62890625,
143
+ "rewards/rejected": -0.7265625,
144
+ "step": 80
145
+ },
146
+ {
147
+ "epoch": 0.28753993610223644,
148
+ "grad_norm": 55.06999142181094,
149
+ "learning_rate": 4.787234042553192e-07,
150
+ "logits/chosen": -3.671875,
151
+ "logits/rejected": -3.59375,
152
+ "logps/chosen": -107.0,
153
+ "logps/rejected": -116.0,
154
+ "loss": 0.5765,
155
+ "rewards/accuracies": 0.7124999761581421,
156
+ "rewards/chosen": -0.1494140625,
157
+ "rewards/margins": 0.7734375,
158
+ "rewards/rejected": -0.921875,
159
+ "step": 90
160
+ },
161
+ {
162
+ "epoch": 0.3194888178913738,
163
+ "grad_norm": 33.54407800330637,
164
+ "learning_rate": 4.964497041420119e-07,
165
+ "logits/chosen": -3.546875,
166
+ "logits/rejected": -3.53125,
167
+ "logps/chosen": -105.0,
168
+ "logps/rejected": -112.5,
169
+ "loss": 0.5228,
170
+ "rewards/accuracies": 0.824999988079071,
171
+ "rewards/chosen": -0.1162109375,
172
+ "rewards/margins": 0.61328125,
173
+ "rewards/rejected": -0.7265625,
174
+ "step": 100
175
+ },
176
+ {
177
+ "epoch": 0.3514376996805112,
178
+ "grad_norm": 71.5169022650209,
179
+ "learning_rate": 4.905325443786982e-07,
180
+ "logits/chosen": -3.5625,
181
+ "logits/rejected": -3.515625,
182
+ "logps/chosen": -101.5,
183
+ "logps/rejected": -123.0,
184
+ "loss": 0.5408,
185
+ "rewards/accuracies": 0.6875,
186
+ "rewards/chosen": -0.1337890625,
187
+ "rewards/margins": 0.8515625,
188
+ "rewards/rejected": -0.984375,
189
+ "step": 110
190
+ },
191
+ {
192
+ "epoch": 0.38338658146964855,
193
+ "grad_norm": 65.33074960619584,
194
+ "learning_rate": 4.846153846153846e-07,
195
+ "logits/chosen": -3.546875,
196
+ "logits/rejected": -3.5625,
197
+ "logps/chosen": -100.5,
198
+ "logps/rejected": -139.0,
199
+ "loss": 0.5381,
200
+ "rewards/accuracies": 0.800000011920929,
201
+ "rewards/chosen": 0.021484375,
202
+ "rewards/margins": 1.671875,
203
+ "rewards/rejected": -1.6484375,
204
+ "step": 120
205
+ },
206
+ {
207
+ "epoch": 0.41533546325878595,
208
+ "grad_norm": 49.04091358646178,
209
+ "learning_rate": 4.78698224852071e-07,
210
+ "logits/chosen": -3.515625,
211
+ "logits/rejected": -3.5,
212
+ "logps/chosen": -95.0,
213
+ "logps/rejected": -116.5,
214
+ "loss": 0.5387,
215
+ "rewards/accuracies": 0.762499988079071,
216
+ "rewards/chosen": -0.10791015625,
217
+ "rewards/margins": 0.99609375,
218
+ "rewards/rejected": -1.1015625,
219
+ "step": 130
220
+ },
221
+ {
222
+ "epoch": 0.4472843450479233,
223
+ "grad_norm": 49.48725125304273,
224
+ "learning_rate": 4.727810650887574e-07,
225
+ "logits/chosen": -3.671875,
226
+ "logits/rejected": -3.515625,
227
+ "logps/chosen": -101.0,
228
+ "logps/rejected": -121.0,
229
+ "loss": 0.4801,
230
+ "rewards/accuracies": 0.762499988079071,
231
+ "rewards/chosen": -0.0260009765625,
232
+ "rewards/margins": 1.609375,
233
+ "rewards/rejected": -1.6328125,
234
+ "step": 140
235
+ },
236
+ {
237
+ "epoch": 0.4792332268370607,
238
+ "grad_norm": 88.63757443724184,
239
+ "learning_rate": 4.668639053254438e-07,
240
+ "logits/chosen": -3.671875,
241
+ "logits/rejected": -3.53125,
242
+ "logps/chosen": -104.5,
243
+ "logps/rejected": -107.5,
244
+ "loss": 0.5525,
245
+ "rewards/accuracies": 0.75,
246
+ "rewards/chosen": -0.0185546875,
247
+ "rewards/margins": 0.88671875,
248
+ "rewards/rejected": -0.90625,
249
+ "step": 150
250
+ },
251
+ {
252
+ "epoch": 0.5111821086261981,
253
+ "grad_norm": 65.41898185778713,
254
+ "learning_rate": 4.6094674556213014e-07,
255
+ "logits/chosen": -3.53125,
256
+ "logits/rejected": -3.375,
257
+ "logps/chosen": -102.5,
258
+ "logps/rejected": -110.0,
259
+ "loss": 0.4824,
260
+ "rewards/accuracies": 0.737500011920929,
261
+ "rewards/chosen": -0.20703125,
262
+ "rewards/margins": 1.0390625,
263
+ "rewards/rejected": -1.2421875,
264
+ "step": 160
265
+ },
266
+ {
267
+ "epoch": 0.5431309904153354,
268
+ "grad_norm": 64.3627134555641,
269
+ "learning_rate": 4.5502958579881655e-07,
270
+ "logits/chosen": -3.671875,
271
+ "logits/rejected": -3.5625,
272
+ "logps/chosen": -95.5,
273
+ "logps/rejected": -114.0,
274
+ "loss": 0.4837,
275
+ "rewards/accuracies": 0.800000011920929,
276
+ "rewards/chosen": 0.04736328125,
277
+ "rewards/margins": 1.3984375,
278
+ "rewards/rejected": -1.3515625,
279
+ "step": 170
280
+ },
281
+ {
282
+ "epoch": 0.5750798722044729,
283
+ "grad_norm": 50.45380597678468,
284
+ "learning_rate": 4.491124260355029e-07,
285
+ "logits/chosen": -3.53125,
286
+ "logits/rejected": -3.453125,
287
+ "logps/chosen": -100.5,
288
+ "logps/rejected": -114.5,
289
+ "loss": 0.4732,
290
+ "rewards/accuracies": 0.8125,
291
+ "rewards/chosen": -0.031005859375,
292
+ "rewards/margins": 1.1328125,
293
+ "rewards/rejected": -1.1640625,
294
+ "step": 180
295
+ },
296
+ {
297
+ "epoch": 0.6070287539936102,
298
+ "grad_norm": 47.054283179898476,
299
+ "learning_rate": 4.4319526627218936e-07,
300
+ "logits/chosen": -3.59375,
301
+ "logits/rejected": -3.53125,
302
+ "logps/chosen": -103.5,
303
+ "logps/rejected": -112.0,
304
+ "loss": 0.4777,
305
+ "rewards/accuracies": 0.7250000238418579,
306
+ "rewards/chosen": 0.08154296875,
307
+ "rewards/margins": 1.203125,
308
+ "rewards/rejected": -1.125,
309
+ "step": 190
310
+ },
311
+ {
312
+ "epoch": 0.6389776357827476,
313
+ "grad_norm": 60.50447069634289,
314
+ "learning_rate": 4.372781065088757e-07,
315
+ "logits/chosen": -3.625,
316
+ "logits/rejected": -3.46875,
317
+ "logps/chosen": -100.0,
318
+ "logps/rejected": -112.0,
319
+ "loss": 0.4606,
320
+ "rewards/accuracies": 0.7749999761581421,
321
+ "rewards/chosen": 0.162109375,
322
+ "rewards/margins": 1.375,
323
+ "rewards/rejected": -1.2109375,
324
+ "step": 200
325
+ },
326
+ {
327
+ "epoch": 0.670926517571885,
328
+ "grad_norm": 42.756358795311726,
329
+ "learning_rate": 4.313609467455621e-07,
330
+ "logits/chosen": -3.59375,
331
+ "logits/rejected": -3.46875,
332
+ "logps/chosen": -92.5,
333
+ "logps/rejected": -119.0,
334
+ "loss": 0.3956,
335
+ "rewards/accuracies": 0.7875000238418579,
336
+ "rewards/chosen": -0.058837890625,
337
+ "rewards/margins": 1.7578125,
338
+ "rewards/rejected": -1.8203125,
339
+ "step": 210
340
+ },
341
+ {
342
+ "epoch": 0.7028753993610224,
343
+ "grad_norm": 37.12579027519649,
344
+ "learning_rate": 4.2544378698224847e-07,
345
+ "logits/chosen": -3.453125,
346
+ "logits/rejected": -3.484375,
347
+ "logps/chosen": -101.5,
348
+ "logps/rejected": -112.0,
349
+ "loss": 0.4621,
350
+ "rewards/accuracies": 0.7875000238418579,
351
+ "rewards/chosen": 0.06884765625,
352
+ "rewards/margins": 1.3046875,
353
+ "rewards/rejected": -1.234375,
354
+ "step": 220
355
+ },
356
+ {
357
+ "epoch": 0.7348242811501597,
358
+ "grad_norm": 34.37003470756731,
359
+ "learning_rate": 4.195266272189349e-07,
360
+ "logits/chosen": -3.40625,
361
+ "logits/rejected": -3.421875,
362
+ "logps/chosen": -102.0,
363
+ "logps/rejected": -119.0,
364
+ "loss": 0.4478,
365
+ "rewards/accuracies": 0.762499988079071,
366
+ "rewards/chosen": -0.06640625,
367
+ "rewards/margins": 1.59375,
368
+ "rewards/rejected": -1.6640625,
369
+ "step": 230
370
+ },
371
+ {
372
+ "epoch": 0.7667731629392971,
373
+ "grad_norm": 39.975701583088714,
374
+ "learning_rate": 4.1360946745562133e-07,
375
+ "logits/chosen": -3.484375,
376
+ "logits/rejected": -3.4375,
377
+ "logps/chosen": -95.5,
378
+ "logps/rejected": -123.0,
379
+ "loss": 0.4043,
380
+ "rewards/accuracies": 0.762499988079071,
381
+ "rewards/chosen": 0.0322265625,
382
+ "rewards/margins": 1.5546875,
383
+ "rewards/rejected": -1.5234375,
384
+ "step": 240
385
+ },
386
+ {
387
+ "epoch": 0.7987220447284346,
388
+ "grad_norm": 40.31896174589532,
389
+ "learning_rate": 4.076923076923077e-07,
390
+ "logits/chosen": -3.53125,
391
+ "logits/rejected": -3.484375,
392
+ "logps/chosen": -107.0,
393
+ "logps/rejected": -122.0,
394
+ "loss": 0.4742,
395
+ "rewards/accuracies": 0.887499988079071,
396
+ "rewards/chosen": 0.54296875,
397
+ "rewards/margins": 2.46875,
398
+ "rewards/rejected": -1.921875,
399
+ "step": 250
400
+ },
401
+ {
402
+ "epoch": 0.8306709265175719,
403
+ "grad_norm": 32.53695466017645,
404
+ "learning_rate": 4.017751479289941e-07,
405
+ "logits/chosen": -3.578125,
406
+ "logits/rejected": -3.5,
407
+ "logps/chosen": -81.0,
408
+ "logps/rejected": -135.0,
409
+ "loss": 0.3528,
410
+ "rewards/accuracies": 0.8500000238418579,
411
+ "rewards/chosen": 0.044921875,
412
+ "rewards/margins": 2.765625,
413
+ "rewards/rejected": -2.71875,
414
+ "step": 260
415
+ },
416
+ {
417
+ "epoch": 0.8626198083067093,
418
+ "grad_norm": 35.58565159605434,
419
+ "learning_rate": 3.9585798816568044e-07,
420
+ "logits/chosen": -3.625,
421
+ "logits/rejected": -3.46875,
422
+ "logps/chosen": -106.5,
423
+ "logps/rejected": -107.5,
424
+ "loss": 0.3774,
425
+ "rewards/accuracies": 0.862500011920929,
426
+ "rewards/chosen": 0.318359375,
427
+ "rewards/margins": 1.8984375,
428
+ "rewards/rejected": -1.578125,
429
+ "step": 270
430
+ },
431
+ {
432
+ "epoch": 0.8945686900958466,
433
+ "grad_norm": 50.853618748566205,
434
+ "learning_rate": 3.8994082840236685e-07,
435
+ "logits/chosen": -3.515625,
436
+ "logits/rejected": -3.484375,
437
+ "logps/chosen": -99.5,
438
+ "logps/rejected": -119.0,
439
+ "loss": 0.4586,
440
+ "rewards/accuracies": 0.7124999761581421,
441
+ "rewards/chosen": 0.26953125,
442
+ "rewards/margins": 1.671875,
443
+ "rewards/rejected": -1.40625,
444
+ "step": 280
445
+ },
446
+ {
447
+ "epoch": 0.9265175718849841,
448
+ "grad_norm": 49.95783582965489,
449
+ "learning_rate": 3.840236686390532e-07,
450
+ "logits/chosen": -3.640625,
451
+ "logits/rejected": -3.453125,
452
+ "logps/chosen": -100.5,
453
+ "logps/rejected": -113.0,
454
+ "loss": 0.4365,
455
+ "rewards/accuracies": 0.7875000238418579,
456
+ "rewards/chosen": 0.37109375,
457
+ "rewards/margins": 1.8671875,
458
+ "rewards/rejected": -1.5,
459
+ "step": 290
460
+ },
461
+ {
462
+ "epoch": 0.9584664536741214,
463
+ "grad_norm": 26.77848071496543,
464
+ "learning_rate": 3.7810650887573966e-07,
465
+ "logits/chosen": -3.5625,
466
+ "logits/rejected": -3.59375,
467
+ "logps/chosen": -99.5,
468
+ "logps/rejected": -135.0,
469
+ "loss": 0.4772,
470
+ "rewards/accuracies": 0.8374999761581421,
471
+ "rewards/chosen": 0.25390625,
472
+ "rewards/margins": 2.046875,
473
+ "rewards/rejected": -1.7890625,
474
+ "step": 300
475
+ },
476
+ {
477
+ "epoch": 0.9904153354632588,
478
+ "grad_norm": 44.271261713875845,
479
+ "learning_rate": 3.72189349112426e-07,
480
+ "logits/chosen": -3.5625,
481
+ "logits/rejected": -3.484375,
482
+ "logps/chosen": -108.5,
483
+ "logps/rejected": -122.5,
484
+ "loss": 0.3872,
485
+ "rewards/accuracies": 0.800000011920929,
486
+ "rewards/chosen": 0.0625,
487
+ "rewards/margins": 1.625,
488
+ "rewards/rejected": -1.5703125,
489
+ "step": 310
490
+ },
491
+ {
492
+ "epoch": 1.0,
493
+ "eval_logits/chosen": -3.5625,
494
+ "eval_logits/rejected": -3.5,
495
+ "eval_logps/chosen": -98.5,
496
+ "eval_logps/rejected": -125.0,
497
+ "eval_loss": 0.5349218845367432,
498
+ "eval_rewards/accuracies": 0.7857142686843872,
499
+ "eval_rewards/chosen": -0.12060546875,
500
+ "eval_rewards/margins": 1.203125,
501
+ "eval_rewards/rejected": -1.3203125,
502
+ "eval_runtime": 12.3829,
503
+ "eval_samples_per_second": 16.151,
504
+ "eval_steps_per_second": 0.565,
505
+ "step": 313
506
+ },
507
+ {
508
+ "epoch": 1.0223642172523961,
509
+ "grad_norm": 33.843167460384336,
510
+ "learning_rate": 3.662721893491124e-07,
511
+ "logits/chosen": -3.5,
512
+ "logits/rejected": -3.328125,
513
+ "logps/chosen": -98.0,
514
+ "logps/rejected": -138.0,
515
+ "loss": 0.19,
516
+ "rewards/accuracies": 0.9375,
517
+ "rewards/chosen": 0.236328125,
518
+ "rewards/margins": 2.96875,
519
+ "rewards/rejected": -2.734375,
520
+ "step": 320
521
+ },
522
+ {
523
+ "epoch": 1.0543130990415335,
524
+ "grad_norm": 14.421132534916795,
525
+ "learning_rate": 3.603550295857988e-07,
526
+ "logits/chosen": -3.546875,
527
+ "logits/rejected": -3.4375,
528
+ "logps/chosen": -101.0,
529
+ "logps/rejected": -125.0,
530
+ "loss": 0.148,
531
+ "rewards/accuracies": 0.949999988079071,
532
+ "rewards/chosen": 0.70703125,
533
+ "rewards/margins": 2.953125,
534
+ "rewards/rejected": -2.234375,
535
+ "step": 330
536
+ },
537
+ {
538
+ "epoch": 1.0862619808306708,
539
+ "grad_norm": 18.495628015771892,
540
+ "learning_rate": 3.544378698224852e-07,
541
+ "logits/chosen": -3.484375,
542
+ "logits/rejected": -3.4375,
543
+ "logps/chosen": -95.5,
544
+ "logps/rejected": -125.5,
545
+ "loss": 0.1841,
546
+ "rewards/accuracies": 0.949999988079071,
547
+ "rewards/chosen": 0.71484375,
548
+ "rewards/margins": 2.875,
549
+ "rewards/rejected": -2.15625,
550
+ "step": 340
551
+ },
552
+ {
553
+ "epoch": 1.1182108626198084,
554
+ "grad_norm": 24.09426865119445,
555
+ "learning_rate": 3.485207100591716e-07,
556
+ "logits/chosen": -3.5625,
557
+ "logits/rejected": -3.34375,
558
+ "logps/chosen": -101.0,
559
+ "logps/rejected": -124.5,
560
+ "loss": 0.1584,
561
+ "rewards/accuracies": 0.9750000238418579,
562
+ "rewards/chosen": 0.89453125,
563
+ "rewards/margins": 3.421875,
564
+ "rewards/rejected": -2.53125,
565
+ "step": 350
566
+ },
567
+ {
568
+ "epoch": 1.1501597444089458,
569
+ "grad_norm": 25.308356305497963,
570
+ "learning_rate": 3.42603550295858e-07,
571
+ "logits/chosen": -3.53125,
572
+ "logits/rejected": -3.234375,
573
+ "logps/chosen": -99.0,
574
+ "logps/rejected": -116.5,
575
+ "loss": 0.1927,
576
+ "rewards/accuracies": 0.9125000238418579,
577
+ "rewards/chosen": 0.80078125,
578
+ "rewards/margins": 3.078125,
579
+ "rewards/rejected": -2.28125,
580
+ "step": 360
581
+ },
582
+ {
583
+ "epoch": 1.182108626198083,
584
+ "grad_norm": 20.87093717123946,
585
+ "learning_rate": 3.366863905325444e-07,
586
+ "logits/chosen": -3.5,
587
+ "logits/rejected": -3.390625,
588
+ "logps/chosen": -91.5,
589
+ "logps/rejected": -129.0,
590
+ "loss": 0.1332,
591
+ "rewards/accuracies": 0.949999988079071,
592
+ "rewards/chosen": 0.734375,
593
+ "rewards/margins": 3.484375,
594
+ "rewards/rejected": -2.75,
595
+ "step": 370
596
+ },
597
+ {
598
+ "epoch": 1.2140575079872205,
599
+ "grad_norm": 33.11495125656759,
600
+ "learning_rate": 3.3076923076923075e-07,
601
+ "logits/chosen": -3.515625,
602
+ "logits/rejected": -3.375,
603
+ "logps/chosen": -99.0,
604
+ "logps/rejected": -148.0,
605
+ "loss": 0.1292,
606
+ "rewards/accuracies": 0.949999988079071,
607
+ "rewards/chosen": 0.578125,
608
+ "rewards/margins": 4.4375,
609
+ "rewards/rejected": -3.859375,
610
+ "step": 380
611
+ },
612
+ {
613
+ "epoch": 1.2460063897763578,
614
+ "grad_norm": 67.10626864365061,
615
+ "learning_rate": 3.2485207100591716e-07,
616
+ "logits/chosen": -3.515625,
617
+ "logits/rejected": -3.296875,
618
+ "logps/chosen": -95.0,
619
+ "logps/rejected": -138.0,
620
+ "loss": 0.2115,
621
+ "rewards/accuracies": 0.925000011920929,
622
+ "rewards/chosen": 0.765625,
623
+ "rewards/margins": 3.9375,
624
+ "rewards/rejected": -3.171875,
625
+ "step": 390
626
+ },
627
+ {
628
+ "epoch": 1.2779552715654952,
629
+ "grad_norm": 18.06304275803513,
630
+ "learning_rate": 3.189349112426035e-07,
631
+ "logits/chosen": -3.421875,
632
+ "logits/rejected": -3.28125,
633
+ "logps/chosen": -100.0,
634
+ "logps/rejected": -136.0,
635
+ "loss": 0.1318,
636
+ "rewards/accuracies": 0.949999988079071,
637
+ "rewards/chosen": 0.5234375,
638
+ "rewards/margins": 3.828125,
639
+ "rewards/rejected": -3.3125,
640
+ "step": 400
641
+ },
642
+ {
643
+ "epoch": 1.3099041533546325,
644
+ "grad_norm": 38.28309104781088,
645
+ "learning_rate": 3.130177514792899e-07,
646
+ "logits/chosen": -3.40625,
647
+ "logits/rejected": -3.46875,
648
+ "logps/chosen": -90.0,
649
+ "logps/rejected": -130.0,
650
+ "loss": 0.138,
651
+ "rewards/accuracies": 0.9125000238418579,
652
+ "rewards/chosen": 0.53125,
653
+ "rewards/margins": 3.578125,
654
+ "rewards/rejected": -3.046875,
655
+ "step": 410
656
+ },
657
+ {
658
+ "epoch": 1.34185303514377,
659
+ "grad_norm": 15.178754681689357,
660
+ "learning_rate": 3.071005917159763e-07,
661
+ "logits/chosen": -3.4375,
662
+ "logits/rejected": -3.40625,
663
+ "logps/chosen": -92.5,
664
+ "logps/rejected": -137.0,
665
+ "loss": 0.1377,
666
+ "rewards/accuracies": 0.925000011920929,
667
+ "rewards/chosen": 0.388671875,
668
+ "rewards/margins": 3.890625,
669
+ "rewards/rejected": -3.5,
670
+ "step": 420
671
+ },
672
+ {
673
+ "epoch": 1.3738019169329074,
674
+ "grad_norm": 38.06252515615029,
675
+ "learning_rate": 3.011834319526627e-07,
676
+ "logits/chosen": -3.5,
677
+ "logits/rejected": -3.484375,
678
+ "logps/chosen": -102.5,
679
+ "logps/rejected": -136.0,
680
+ "loss": 0.1334,
681
+ "rewards/accuracies": 0.949999988079071,
682
+ "rewards/chosen": 0.5078125,
683
+ "rewards/margins": 3.71875,
684
+ "rewards/rejected": -3.203125,
685
+ "step": 430
686
+ },
687
+ {
688
+ "epoch": 1.4057507987220448,
689
+ "grad_norm": 19.397383343646702,
690
+ "learning_rate": 2.952662721893491e-07,
691
+ "logits/chosen": -3.609375,
692
+ "logits/rejected": -3.53125,
693
+ "logps/chosen": -102.0,
694
+ "logps/rejected": -131.0,
695
+ "loss": 0.1618,
696
+ "rewards/accuracies": 0.987500011920929,
697
+ "rewards/chosen": 0.95703125,
698
+ "rewards/margins": 3.984375,
699
+ "rewards/rejected": -3.03125,
700
+ "step": 440
701
+ },
702
+ {
703
+ "epoch": 1.4376996805111821,
704
+ "grad_norm": 21.51659900182813,
705
+ "learning_rate": 2.893491124260355e-07,
706
+ "logits/chosen": -3.4375,
707
+ "logits/rejected": -3.359375,
708
+ "logps/chosen": -97.0,
709
+ "logps/rejected": -147.0,
710
+ "loss": 0.1678,
711
+ "rewards/accuracies": 0.9375,
712
+ "rewards/chosen": 0.291015625,
713
+ "rewards/margins": 4.28125,
714
+ "rewards/rejected": -3.96875,
715
+ "step": 450
716
+ },
717
+ {
718
+ "epoch": 1.4696485623003195,
719
+ "grad_norm": 4.91974930909796,
720
+ "learning_rate": 2.834319526627219e-07,
721
+ "logits/chosen": -3.453125,
722
+ "logits/rejected": -3.46875,
723
+ "logps/chosen": -87.0,
724
+ "logps/rejected": -159.0,
725
+ "loss": 0.1759,
726
+ "rewards/accuracies": 0.925000011920929,
727
+ "rewards/chosen": 0.140625,
728
+ "rewards/margins": 4.0625,
729
+ "rewards/rejected": -3.921875,
730
+ "step": 460
731
+ },
732
+ {
733
+ "epoch": 1.5015974440894568,
734
+ "grad_norm": 65.85227279676343,
735
+ "learning_rate": 2.7751479289940824e-07,
736
+ "logits/chosen": -3.515625,
737
+ "logits/rejected": -3.3125,
738
+ "logps/chosen": -94.0,
739
+ "logps/rejected": -149.0,
740
+ "loss": 0.142,
741
+ "rewards/accuracies": 0.949999988079071,
742
+ "rewards/chosen": 0.2373046875,
743
+ "rewards/margins": 4.03125,
744
+ "rewards/rejected": -3.8125,
745
+ "step": 470
746
+ },
747
+ {
748
+ "epoch": 1.5335463258785942,
749
+ "grad_norm": 18.354377975306473,
750
+ "learning_rate": 2.715976331360947e-07,
751
+ "logits/chosen": -3.46875,
752
+ "logits/rejected": -3.375,
753
+ "logps/chosen": -98.0,
754
+ "logps/rejected": -155.0,
755
+ "loss": 0.1047,
756
+ "rewards/accuracies": 0.9750000238418579,
757
+ "rewards/chosen": 0.287109375,
758
+ "rewards/margins": 4.625,
759
+ "rewards/rejected": -4.34375,
760
+ "step": 480
761
+ },
762
+ {
763
+ "epoch": 1.5654952076677318,
764
+ "grad_norm": 16.420773639490726,
765
+ "learning_rate": 2.6568047337278106e-07,
766
+ "logits/chosen": -3.5625,
767
+ "logits/rejected": -3.390625,
768
+ "logps/chosen": -100.0,
769
+ "logps/rejected": -130.0,
770
+ "loss": 0.1373,
771
+ "rewards/accuracies": 0.949999988079071,
772
+ "rewards/chosen": 0.76171875,
773
+ "rewards/margins": 4.125,
774
+ "rewards/rejected": -3.359375,
775
+ "step": 490
776
+ },
777
+ {
778
+ "epoch": 1.5974440894568689,
779
+ "grad_norm": 43.48032898852333,
780
+ "learning_rate": 2.5976331360946746e-07,
781
+ "logits/chosen": -3.375,
782
+ "logits/rejected": -3.359375,
783
+ "logps/chosen": -94.0,
784
+ "logps/rejected": -151.0,
785
+ "loss": 0.1149,
786
+ "rewards/accuracies": 0.9624999761581421,
787
+ "rewards/chosen": 0.1669921875,
788
+ "rewards/margins": 4.75,
789
+ "rewards/rejected": -4.59375,
790
+ "step": 500
791
+ },
792
+ {
793
+ "epoch": 1.6293929712460065,
794
+ "grad_norm": 39.88152223306465,
795
+ "learning_rate": 2.538461538461538e-07,
796
+ "logits/chosen": -3.390625,
797
+ "logits/rejected": -3.328125,
798
+ "logps/chosen": -84.5,
799
+ "logps/rejected": -157.0,
800
+ "loss": 0.1571,
801
+ "rewards/accuracies": 0.949999988079071,
802
+ "rewards/chosen": -0.201171875,
803
+ "rewards/margins": 4.1875,
804
+ "rewards/rejected": -4.375,
805
+ "step": 510
806
+ },
807
+ {
808
+ "epoch": 1.6613418530351438,
809
+ "grad_norm": 16.23543571951759,
810
+ "learning_rate": 2.479289940828402e-07,
811
+ "logits/chosen": -3.53125,
812
+ "logits/rejected": -3.390625,
813
+ "logps/chosen": -97.0,
814
+ "logps/rejected": -145.0,
815
+ "loss": 0.1344,
816
+ "rewards/accuracies": 0.8999999761581421,
817
+ "rewards/chosen": 0.40234375,
818
+ "rewards/margins": 4.15625,
819
+ "rewards/rejected": -3.765625,
820
+ "step": 520
821
+ },
822
+ {
823
+ "epoch": 1.6932907348242812,
824
+ "grad_norm": 30.6571237995008,
825
+ "learning_rate": 2.420118343195266e-07,
826
+ "logits/chosen": -3.390625,
827
+ "logits/rejected": -3.1875,
828
+ "logps/chosen": -87.5,
829
+ "logps/rejected": -152.0,
830
+ "loss": 0.1264,
831
+ "rewards/accuracies": 0.949999988079071,
832
+ "rewards/chosen": 0.0791015625,
833
+ "rewards/margins": 4.5,
834
+ "rewards/rejected": -4.40625,
835
+ "step": 530
836
+ },
837
+ {
838
+ "epoch": 1.7252396166134185,
839
+ "grad_norm": 13.821155728848668,
840
+ "learning_rate": 2.36094674556213e-07,
841
+ "logits/chosen": -3.453125,
842
+ "logits/rejected": -3.25,
843
+ "logps/chosen": -108.0,
844
+ "logps/rejected": -135.0,
845
+ "loss": 0.1009,
846
+ "rewards/accuracies": 0.9750000238418579,
847
+ "rewards/chosen": 0.71875,
848
+ "rewards/margins": 4.46875,
849
+ "rewards/rejected": -3.75,
850
+ "step": 540
851
+ },
852
+ {
853
+ "epoch": 1.7571884984025559,
854
+ "grad_norm": 25.951691798178203,
855
+ "learning_rate": 2.301775147928994e-07,
856
+ "logits/chosen": -3.453125,
857
+ "logits/rejected": -3.25,
858
+ "logps/chosen": -99.5,
859
+ "logps/rejected": -141.0,
860
+ "loss": 0.1441,
861
+ "rewards/accuracies": 0.925000011920929,
862
+ "rewards/chosen": 0.4921875,
863
+ "rewards/margins": 5.0,
864
+ "rewards/rejected": -4.5,
865
+ "step": 550
866
+ },
867
+ {
868
+ "epoch": 1.7891373801916934,
869
+ "grad_norm": 12.667867070291107,
870
+ "learning_rate": 2.242603550295858e-07,
871
+ "logits/chosen": -3.34375,
872
+ "logits/rejected": -3.25,
873
+ "logps/chosen": -103.0,
874
+ "logps/rejected": -158.0,
875
+ "loss": 0.1124,
876
+ "rewards/accuracies": 0.9375,
877
+ "rewards/chosen": 0.07958984375,
878
+ "rewards/margins": 4.6875,
879
+ "rewards/rejected": -4.59375,
880
+ "step": 560
881
+ },
882
+ {
883
+ "epoch": 1.8210862619808306,
884
+ "grad_norm": 66.98788513046767,
885
+ "learning_rate": 2.1834319526627217e-07,
886
+ "logits/chosen": -3.484375,
887
+ "logits/rejected": -3.359375,
888
+ "logps/chosen": -100.5,
889
+ "logps/rejected": -148.0,
890
+ "loss": 0.1575,
891
+ "rewards/accuracies": 0.887499988079071,
892
+ "rewards/chosen": 0.44140625,
893
+ "rewards/margins": 4.125,
894
+ "rewards/rejected": -3.6875,
895
+ "step": 570
896
+ },
897
+ {
898
+ "epoch": 1.8530351437699681,
899
+ "grad_norm": 22.80146314369706,
900
+ "learning_rate": 2.1242603550295858e-07,
901
+ "logits/chosen": -3.515625,
902
+ "logits/rejected": -3.28125,
903
+ "logps/chosen": -103.5,
904
+ "logps/rejected": -146.0,
905
+ "loss": 0.146,
906
+ "rewards/accuracies": 0.8999999761581421,
907
+ "rewards/chosen": 0.392578125,
908
+ "rewards/margins": 4.375,
909
+ "rewards/rejected": -3.984375,
910
+ "step": 580
911
+ },
912
+ {
913
+ "epoch": 1.8849840255591053,
914
+ "grad_norm": 22.73841977980904,
915
+ "learning_rate": 2.0650887573964496e-07,
916
+ "logits/chosen": -3.53125,
917
+ "logits/rejected": -3.34375,
918
+ "logps/chosen": -103.5,
919
+ "logps/rejected": -149.0,
920
+ "loss": 0.1338,
921
+ "rewards/accuracies": 0.949999988079071,
922
+ "rewards/chosen": 0.30078125,
923
+ "rewards/margins": 4.5625,
924
+ "rewards/rejected": -4.25,
925
+ "step": 590
926
+ },
927
+ {
928
+ "epoch": 1.9169329073482428,
929
+ "grad_norm": 38.211271754825084,
930
+ "learning_rate": 2.0059171597633133e-07,
931
+ "logits/chosen": -3.5625,
932
+ "logits/rejected": -3.296875,
933
+ "logps/chosen": -101.5,
934
+ "logps/rejected": -138.0,
935
+ "loss": 0.1455,
936
+ "rewards/accuracies": 0.9624999761581421,
937
+ "rewards/chosen": 0.578125,
938
+ "rewards/margins": 4.53125,
939
+ "rewards/rejected": -3.96875,
940
+ "step": 600
941
+ },
942
+ {
943
+ "epoch": 1.9488817891373802,
944
+ "grad_norm": 20.886358667126427,
945
+ "learning_rate": 1.9467455621301774e-07,
946
+ "logits/chosen": -3.21875,
947
+ "logits/rejected": -3.296875,
948
+ "logps/chosen": -86.5,
949
+ "logps/rejected": -165.0,
950
+ "loss": 0.1428,
951
+ "rewards/accuracies": 0.9750000238418579,
952
+ "rewards/chosen": -0.004638671875,
953
+ "rewards/margins": 4.40625,
954
+ "rewards/rejected": -4.40625,
955
+ "step": 610
956
+ },
957
+ {
958
+ "epoch": 1.9808306709265175,
959
+ "grad_norm": 26.719930163743193,
960
+ "learning_rate": 1.8875739644970412e-07,
961
+ "logits/chosen": -3.421875,
962
+ "logits/rejected": -3.28125,
963
+ "logps/chosen": -101.5,
964
+ "logps/rejected": -154.0,
965
+ "loss": 0.1191,
966
+ "rewards/accuracies": 0.9750000238418579,
967
+ "rewards/chosen": 0.29296875,
968
+ "rewards/margins": 5.15625,
969
+ "rewards/rejected": -4.875,
970
+ "step": 620
971
+ },
972
+ {
973
+ "epoch": 2.0,
974
+ "eval_logits/chosen": -3.4375,
975
+ "eval_logits/rejected": -3.34375,
976
+ "eval_logps/chosen": -108.5,
977
+ "eval_logps/rejected": -137.0,
978
+ "eval_loss": 0.6070312261581421,
979
+ "eval_rewards/accuracies": 0.6964285969734192,
980
+ "eval_rewards/chosen": -1.125,
981
+ "eval_rewards/margins": 1.3828125,
982
+ "eval_rewards/rejected": -2.515625,
983
+ "eval_runtime": 12.3074,
984
+ "eval_samples_per_second": 16.25,
985
+ "eval_steps_per_second": 0.569,
986
+ "step": 626
987
+ },
988
+ {
989
+ "epoch": 2.012779552715655,
990
+ "grad_norm": 233.3927856017294,
991
+ "learning_rate": 1.8284023668639053e-07,
992
+ "logits/chosen": -3.453125,
993
+ "logits/rejected": -3.390625,
994
+ "logps/chosen": -90.0,
995
+ "logps/rejected": -156.0,
996
+ "loss": 0.1624,
997
+ "rewards/accuracies": 0.925000011920929,
998
+ "rewards/chosen": 0.060791015625,
999
+ "rewards/margins": 4.25,
1000
+ "rewards/rejected": -4.21875,
1001
+ "step": 630
1002
+ },
1003
+ {
1004
+ "epoch": 2.0447284345047922,
1005
+ "grad_norm": 6.8655748966408305,
1006
+ "learning_rate": 1.7692307692307693e-07,
1007
+ "logits/chosen": -3.40625,
1008
+ "logits/rejected": -3.28125,
1009
+ "logps/chosen": -102.0,
1010
+ "logps/rejected": -150.0,
1011
+ "loss": 0.0546,
1012
+ "rewards/accuracies": 0.987500011920929,
1013
+ "rewards/chosen": 0.51953125,
1014
+ "rewards/margins": 5.3125,
1015
+ "rewards/rejected": -4.8125,
1016
+ "step": 640
1017
+ },
1018
+ {
1019
+ "epoch": 2.07667731629393,
1020
+ "grad_norm": 5.52148734018718,
1021
+ "learning_rate": 1.710059171597633e-07,
1022
+ "logits/chosen": -3.46875,
1023
+ "logits/rejected": -3.125,
1024
+ "logps/chosen": -103.0,
1025
+ "logps/rejected": -152.0,
1026
+ "loss": 0.0275,
1027
+ "rewards/accuracies": 0.987500011920929,
1028
+ "rewards/chosen": 0.64453125,
1029
+ "rewards/margins": 5.8125,
1030
+ "rewards/rejected": -5.1875,
1031
+ "step": 650
1032
+ },
1033
+ {
1034
+ "epoch": 2.108626198083067,
1035
+ "grad_norm": 5.945489873996584,
1036
+ "learning_rate": 1.650887573964497e-07,
1037
+ "logits/chosen": -3.53125,
1038
+ "logits/rejected": -3.140625,
1039
+ "logps/chosen": -94.0,
1040
+ "logps/rejected": -163.0,
1041
+ "loss": 0.0346,
1042
+ "rewards/accuracies": 0.987500011920929,
1043
+ "rewards/chosen": 0.3125,
1044
+ "rewards/margins": 6.28125,
1045
+ "rewards/rejected": -5.96875,
1046
+ "step": 660
1047
+ },
1048
+ {
1049
+ "epoch": 2.1405750798722045,
1050
+ "grad_norm": 15.641153990271073,
1051
+ "learning_rate": 1.591715976331361e-07,
1052
+ "logits/chosen": -3.46875,
1053
+ "logits/rejected": -3.203125,
1054
+ "logps/chosen": -95.0,
1055
+ "logps/rejected": -172.0,
1056
+ "loss": 0.0404,
1057
+ "rewards/accuracies": 0.987500011920929,
1058
+ "rewards/chosen": 0.28125,
1059
+ "rewards/margins": 6.5625,
1060
+ "rewards/rejected": -6.28125,
1061
+ "step": 670
1062
+ },
1063
+ {
1064
+ "epoch": 2.1725239616613417,
1065
+ "grad_norm": 12.428538162453988,
1066
+ "learning_rate": 1.5325443786982248e-07,
1067
+ "logits/chosen": -3.265625,
1068
+ "logits/rejected": -3.109375,
1069
+ "logps/chosen": -107.5,
1070
+ "logps/rejected": -170.0,
1071
+ "loss": 0.037,
1072
+ "rewards/accuracies": 0.9750000238418579,
1073
+ "rewards/chosen": 0.265625,
1074
+ "rewards/margins": 6.625,
1075
+ "rewards/rejected": -6.375,
1076
+ "step": 680
1077
+ },
1078
+ {
1079
+ "epoch": 2.2044728434504792,
1080
+ "grad_norm": 4.017973551269618,
1081
+ "learning_rate": 1.4733727810650885e-07,
1082
+ "logits/chosen": -3.25,
1083
+ "logits/rejected": -3.109375,
1084
+ "logps/chosen": -108.0,
1085
+ "logps/rejected": -173.0,
1086
+ "loss": 0.037,
1087
+ "rewards/accuracies": 0.987500011920929,
1088
+ "rewards/chosen": 0.302734375,
1089
+ "rewards/margins": 7.0,
1090
+ "rewards/rejected": -6.6875,
1091
+ "step": 690
1092
+ },
1093
+ {
1094
+ "epoch": 2.236421725239617,
1095
+ "grad_norm": 86.48671040112693,
1096
+ "learning_rate": 1.4142011834319526e-07,
1097
+ "logits/chosen": -3.28125,
1098
+ "logits/rejected": -3.0625,
1099
+ "logps/chosen": -97.0,
1100
+ "logps/rejected": -173.0,
1101
+ "loss": 0.0335,
1102
+ "rewards/accuracies": 0.9750000238418579,
1103
+ "rewards/chosen": -0.2236328125,
1104
+ "rewards/margins": 7.4375,
1105
+ "rewards/rejected": -7.65625,
1106
+ "step": 700
1107
+ },
1108
+ {
1109
+ "epoch": 2.268370607028754,
1110
+ "grad_norm": 3.430888312255222,
1111
+ "learning_rate": 1.3550295857988164e-07,
1112
+ "logits/chosen": -3.15625,
1113
+ "logits/rejected": -3.125,
1114
+ "logps/chosen": -108.0,
1115
+ "logps/rejected": -192.0,
1116
+ "loss": 0.0355,
1117
+ "rewards/accuracies": 0.9750000238418579,
1118
+ "rewards/chosen": -0.9765625,
1119
+ "rewards/margins": 7.53125,
1120
+ "rewards/rejected": -8.5,
1121
+ "step": 710
1122
+ },
1123
+ {
1124
+ "epoch": 2.3003194888178915,
1125
+ "grad_norm": 7.379623913134848,
1126
+ "learning_rate": 1.2958579881656802e-07,
1127
+ "logits/chosen": -3.34375,
1128
+ "logits/rejected": -3.25,
1129
+ "logps/chosen": -101.5,
1130
+ "logps/rejected": -163.0,
1131
+ "loss": 0.0452,
1132
+ "rewards/accuracies": 0.9750000238418579,
1133
+ "rewards/chosen": 0.0230712890625,
1134
+ "rewards/margins": 6.53125,
1135
+ "rewards/rejected": -6.5,
1136
+ "step": 720
1137
+ },
1138
+ {
1139
+ "epoch": 2.3322683706070286,
1140
+ "grad_norm": 16.067536241252174,
1141
+ "learning_rate": 1.2366863905325443e-07,
1142
+ "logits/chosen": -3.40625,
1143
+ "logits/rejected": -3.25,
1144
+ "logps/chosen": -104.0,
1145
+ "logps/rejected": -183.0,
1146
+ "loss": 0.0485,
1147
+ "rewards/accuracies": 0.987500011920929,
1148
+ "rewards/chosen": -0.265625,
1149
+ "rewards/margins": 7.0625,
1150
+ "rewards/rejected": -7.3125,
1151
+ "step": 730
1152
+ },
1153
+ {
1154
+ "epoch": 2.364217252396166,
1155
+ "grad_norm": 8.775321084313918,
1156
+ "learning_rate": 1.1775147928994082e-07,
1157
+ "logits/chosen": -3.25,
1158
+ "logits/rejected": -3.1875,
1159
+ "logps/chosen": -101.5,
1160
+ "logps/rejected": -198.0,
1161
+ "loss": 0.0573,
1162
+ "rewards/accuracies": 0.949999988079071,
1163
+ "rewards/chosen": -1.109375,
1164
+ "rewards/margins": 7.1875,
1165
+ "rewards/rejected": -8.3125,
1166
+ "step": 740
1167
+ },
1168
+ {
1169
+ "epoch": 2.3961661341853033,
1170
+ "grad_norm": 2.7323617705921777,
1171
+ "learning_rate": 1.1183431952662721e-07,
1172
+ "logits/chosen": -3.203125,
1173
+ "logits/rejected": -3.125,
1174
+ "logps/chosen": -101.0,
1175
+ "logps/rejected": -190.0,
1176
+ "loss": 0.0264,
1177
+ "rewards/accuracies": 1.0,
1178
+ "rewards/chosen": -0.60546875,
1179
+ "rewards/margins": 8.0,
1180
+ "rewards/rejected": -8.625,
1181
+ "step": 750
1182
+ },
1183
+ {
1184
+ "epoch": 2.428115015974441,
1185
+ "grad_norm": 26.885338666699912,
1186
+ "learning_rate": 1.059171597633136e-07,
1187
+ "logits/chosen": -3.296875,
1188
+ "logits/rejected": -3.15625,
1189
+ "logps/chosen": -100.0,
1190
+ "logps/rejected": -168.0,
1191
+ "loss": 0.0437,
1192
+ "rewards/accuracies": 0.949999988079071,
1193
+ "rewards/chosen": -0.12255859375,
1194
+ "rewards/margins": 6.75,
1195
+ "rewards/rejected": -6.875,
1196
+ "step": 760
1197
+ },
1198
+ {
1199
+ "epoch": 2.460063897763578,
1200
+ "grad_norm": 4.85033080386058,
1201
+ "learning_rate": 1e-07,
1202
+ "logits/chosen": -3.171875,
1203
+ "logits/rejected": -3.265625,
1204
+ "logps/chosen": -97.0,
1205
+ "logps/rejected": -188.0,
1206
+ "loss": 0.0788,
1207
+ "rewards/accuracies": 1.0,
1208
+ "rewards/chosen": -0.474609375,
1209
+ "rewards/margins": 7.6875,
1210
+ "rewards/rejected": -8.125,
1211
+ "step": 770
1212
+ },
1213
+ {
1214
+ "epoch": 2.4920127795527156,
1215
+ "grad_norm": 205.54438620209856,
1216
+ "learning_rate": 9.408284023668639e-08,
1217
+ "logits/chosen": -3.25,
1218
+ "logits/rejected": -3.234375,
1219
+ "logps/chosen": -96.0,
1220
+ "logps/rejected": -186.0,
1221
+ "loss": 0.0678,
1222
+ "rewards/accuracies": 0.9750000238418579,
1223
+ "rewards/chosen": -0.177734375,
1224
+ "rewards/margins": 7.3125,
1225
+ "rewards/rejected": -7.5,
1226
+ "step": 780
1227
+ },
1228
+ {
1229
+ "epoch": 2.523961661341853,
1230
+ "grad_norm": 28.433975567152338,
1231
+ "learning_rate": 8.816568047337278e-08,
1232
+ "logits/chosen": -3.15625,
1233
+ "logits/rejected": -3.03125,
1234
+ "logps/chosen": -98.5,
1235
+ "logps/rejected": -188.0,
1236
+ "loss": 0.031,
1237
+ "rewards/accuracies": 1.0,
1238
+ "rewards/chosen": -0.91796875,
1239
+ "rewards/margins": 7.5,
1240
+ "rewards/rejected": -8.4375,
1241
+ "step": 790
1242
+ },
1243
+ {
1244
+ "epoch": 2.5559105431309903,
1245
+ "grad_norm": 4.2386789501934965,
1246
+ "learning_rate": 8.224852071005916e-08,
1247
+ "logits/chosen": -3.265625,
1248
+ "logits/rejected": -3.03125,
1249
+ "logps/chosen": -110.5,
1250
+ "logps/rejected": -175.0,
1251
+ "loss": 0.0499,
1252
+ "rewards/accuracies": 1.0,
1253
+ "rewards/chosen": -0.353515625,
1254
+ "rewards/margins": 7.15625,
1255
+ "rewards/rejected": -7.5,
1256
+ "step": 800
1257
+ },
1258
+ {
1259
+ "epoch": 2.587859424920128,
1260
+ "grad_norm": 6.261571908946508,
1261
+ "learning_rate": 7.633136094674555e-08,
1262
+ "logits/chosen": -3.234375,
1263
+ "logits/rejected": -3.09375,
1264
+ "logps/chosen": -104.5,
1265
+ "logps/rejected": -185.0,
1266
+ "loss": 0.0425,
1267
+ "rewards/accuracies": 0.9750000238418579,
1268
+ "rewards/chosen": -0.7890625,
1269
+ "rewards/margins": 7.3125,
1270
+ "rewards/rejected": -8.125,
1271
+ "step": 810
1272
+ },
1273
+ {
1274
+ "epoch": 2.619808306709265,
1275
+ "grad_norm": 43.7884576040152,
1276
+ "learning_rate": 7.041420118343195e-08,
1277
+ "logits/chosen": -3.15625,
1278
+ "logits/rejected": -3.140625,
1279
+ "logps/chosen": -107.0,
1280
+ "logps/rejected": -193.0,
1281
+ "loss": 0.0592,
1282
+ "rewards/accuracies": 1.0,
1283
+ "rewards/chosen": -0.404296875,
1284
+ "rewards/margins": 7.59375,
1285
+ "rewards/rejected": -8.0,
1286
+ "step": 820
1287
+ },
1288
+ {
1289
+ "epoch": 2.6517571884984026,
1290
+ "grad_norm": 7.063030707335778,
1291
+ "learning_rate": 6.449704142011835e-08,
1292
+ "logits/chosen": -3.203125,
1293
+ "logits/rejected": -3.25,
1294
+ "logps/chosen": -107.5,
1295
+ "logps/rejected": -219.0,
1296
+ "loss": 0.0132,
1297
+ "rewards/accuracies": 0.987500011920929,
1298
+ "rewards/chosen": -1.0,
1299
+ "rewards/margins": 8.6875,
1300
+ "rewards/rejected": -9.6875,
1301
+ "step": 830
1302
+ },
1303
+ {
1304
+ "epoch": 2.68370607028754,
1305
+ "grad_norm": 31.69985105836376,
1306
+ "learning_rate": 5.857988165680473e-08,
1307
+ "logits/chosen": -3.234375,
1308
+ "logits/rejected": -3.125,
1309
+ "logps/chosen": -110.0,
1310
+ "logps/rejected": -194.0,
1311
+ "loss": 0.0767,
1312
+ "rewards/accuracies": 0.9624999761581421,
1313
+ "rewards/chosen": -1.40625,
1314
+ "rewards/margins": 7.375,
1315
+ "rewards/rejected": -8.8125,
1316
+ "step": 840
1317
+ },
1318
+ {
1319
+ "epoch": 2.7156549520766773,
1320
+ "grad_norm": 36.344404095239184,
1321
+ "learning_rate": 5.266272189349112e-08,
1322
+ "logits/chosen": -3.171875,
1323
+ "logits/rejected": -3.15625,
1324
+ "logps/chosen": -110.0,
1325
+ "logps/rejected": -196.0,
1326
+ "loss": 0.0383,
1327
+ "rewards/accuracies": 0.9750000238418579,
1328
+ "rewards/chosen": -1.234375,
1329
+ "rewards/margins": 7.71875,
1330
+ "rewards/rejected": -8.9375,
1331
+ "step": 850
1332
+ },
1333
+ {
1334
+ "epoch": 2.747603833865815,
1335
+ "grad_norm": 26.561166415223443,
1336
+ "learning_rate": 4.674556213017751e-08,
1337
+ "logits/chosen": -3.296875,
1338
+ "logits/rejected": -3.328125,
1339
+ "logps/chosen": -109.5,
1340
+ "logps/rejected": -183.0,
1341
+ "loss": 0.0619,
1342
+ "rewards/accuracies": 0.9624999761581421,
1343
+ "rewards/chosen": -1.28125,
1344
+ "rewards/margins": 6.5625,
1345
+ "rewards/rejected": -7.84375,
1346
+ "step": 860
1347
+ },
1348
+ {
1349
+ "epoch": 2.779552715654952,
1350
+ "grad_norm": 51.634391271169434,
1351
+ "learning_rate": 4.082840236686391e-08,
1352
+ "logits/chosen": -3.34375,
1353
+ "logits/rejected": -3.078125,
1354
+ "logps/chosen": -115.5,
1355
+ "logps/rejected": -175.0,
1356
+ "loss": 0.0302,
1357
+ "rewards/accuracies": 0.9624999761581421,
1358
+ "rewards/chosen": -0.75,
1359
+ "rewards/margins": 7.78125,
1360
+ "rewards/rejected": -8.5625,
1361
+ "step": 870
1362
+ },
1363
+ {
1364
+ "epoch": 2.8115015974440896,
1365
+ "grad_norm": 4.862668702951866,
1366
+ "learning_rate": 3.4911242603550294e-08,
1367
+ "logits/chosen": -3.109375,
1368
+ "logits/rejected": -3.1875,
1369
+ "logps/chosen": -110.0,
1370
+ "logps/rejected": -192.0,
1371
+ "loss": 0.0318,
1372
+ "rewards/accuracies": 0.987500011920929,
1373
+ "rewards/chosen": -1.3125,
1374
+ "rewards/margins": 8.125,
1375
+ "rewards/rejected": -9.375,
1376
+ "step": 880
1377
+ },
1378
+ {
1379
+ "epoch": 2.8434504792332267,
1380
+ "grad_norm": 5.808427284559429,
1381
+ "learning_rate": 2.8994082840236687e-08,
1382
+ "logits/chosen": -3.09375,
1383
+ "logits/rejected": -3.21875,
1384
+ "logps/chosen": -118.5,
1385
+ "logps/rejected": -202.0,
1386
+ "loss": 0.0413,
1387
+ "rewards/accuracies": 0.987500011920929,
1388
+ "rewards/chosen": -1.6171875,
1389
+ "rewards/margins": 8.25,
1390
+ "rewards/rejected": -9.8125,
1391
+ "step": 890
1392
+ },
1393
+ {
1394
+ "epoch": 2.8753993610223643,
1395
+ "grad_norm": 1.47350840913393,
1396
+ "learning_rate": 2.3076923076923076e-08,
1397
+ "logits/chosen": -3.21875,
1398
+ "logits/rejected": -3.171875,
1399
+ "logps/chosen": -102.5,
1400
+ "logps/rejected": -202.0,
1401
+ "loss": 0.024,
1402
+ "rewards/accuracies": 0.987500011920929,
1403
+ "rewards/chosen": -1.3046875,
1404
+ "rewards/margins": 8.4375,
1405
+ "rewards/rejected": -9.75,
1406
+ "step": 900
1407
+ },
1408
+ {
1409
+ "epoch": 2.9073482428115014,
1410
+ "grad_norm": 35.85817350730659,
1411
+ "learning_rate": 1.7159763313609465e-08,
1412
+ "logits/chosen": -3.265625,
1413
+ "logits/rejected": -3.234375,
1414
+ "logps/chosen": -116.5,
1415
+ "logps/rejected": -181.0,
1416
+ "loss": 0.0377,
1417
+ "rewards/accuracies": 0.987500011920929,
1418
+ "rewards/chosen": -0.474609375,
1419
+ "rewards/margins": 7.96875,
1420
+ "rewards/rejected": -8.4375,
1421
+ "step": 910
1422
+ },
1423
+ {
1424
+ "epoch": 2.939297124600639,
1425
+ "grad_norm": 2.972228065765212,
1426
+ "learning_rate": 1.1242603550295858e-08,
1427
+ "logits/chosen": -3.1875,
1428
+ "logits/rejected": -3.28125,
1429
+ "logps/chosen": -107.5,
1430
+ "logps/rejected": -200.0,
1431
+ "loss": 0.0497,
1432
+ "rewards/accuracies": 0.9750000238418579,
1433
+ "rewards/chosen": -1.109375,
1434
+ "rewards/margins": 8.0625,
1435
+ "rewards/rejected": -9.1875,
1436
+ "step": 920
1437
+ },
1438
+ {
1439
+ "epoch": 2.9712460063897765,
1440
+ "grad_norm": 41.76203114287835,
1441
+ "learning_rate": 5.325443786982248e-09,
1442
+ "logits/chosen": -3.125,
1443
+ "logits/rejected": -3.03125,
1444
+ "logps/chosen": -96.5,
1445
+ "logps/rejected": -183.0,
1446
+ "loss": 0.0546,
1447
+ "rewards/accuracies": 0.9624999761581421,
1448
+ "rewards/chosen": -1.0234375,
1449
+ "rewards/margins": 7.71875,
1450
+ "rewards/rejected": -8.75,
1451
+ "step": 930
1452
+ },
1453
+ {
1454
+ "epoch": 3.0,
1455
+ "eval_logits/chosen": -3.328125,
1456
+ "eval_logits/rejected": -3.1875,
1457
+ "eval_logps/chosen": -133.0,
1458
+ "eval_logps/rejected": -166.0,
1459
+ "eval_loss": 0.8457812666893005,
1460
+ "eval_rewards/accuracies": 0.6785714030265808,
1461
+ "eval_rewards/chosen": -3.546875,
1462
+ "eval_rewards/margins": 1.8359375,
1463
+ "eval_rewards/rejected": -5.40625,
1464
+ "eval_runtime": 15.4802,
1465
+ "eval_samples_per_second": 12.92,
1466
+ "eval_steps_per_second": 0.452,
1467
+ "step": 939
1468
+ },
1469
+ {
1470
+ "epoch": 3.0,
1471
+ "step": 939,
1472
+ "total_flos": 0.0,
1473
+ "train_loss": 0.23619326285787792,
1474
+ "train_runtime": 4850.984,
1475
+ "train_samples_per_second": 6.184,
1476
+ "train_steps_per_second": 0.194
1477
+ }
1478
+ ],
1479
+ "logging_steps": 10,
1480
+ "max_steps": 939,
1481
+ "num_input_tokens_seen": 0,
1482
+ "num_train_epochs": 3,
1483
+ "save_steps": 500,
1484
+ "stateful_callbacks": {
1485
+ "TrainerControl": {
1486
+ "args": {
1487
+ "should_epoch_stop": false,
1488
+ "should_evaluate": false,
1489
+ "should_log": false,
1490
+ "should_save": true,
1491
+ "should_training_stop": true
1492
+ },
1493
+ "attributes": {}
1494
+ }
1495
+ },
1496
+ "total_flos": 0.0,
1497
+ "train_batch_size": 8,
1498
+ "trial_name": null,
1499
+ "trial_params": null
1500
+ }