lole25 commited on
Commit
e0088d1
1 Parent(s): d28ec4a

Model save

Browse files
README.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: peft
3
+ tags:
4
+ - trl
5
+ - dpo
6
+ - generated_from_trainer
7
+ base_model: DUAL-GPO/phi-2-irepo-chatml-merged-i0
8
+ model-index:
9
+ - name: phi-2-irepo-chatml-v14-i1
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # phi-2-irepo-chatml-v14-i1
17
+
18
+ This model is a fine-tuned version of [DUAL-GPO/phi-2-irepo-chatml-merged-i0](https://huggingface.co/DUAL-GPO/phi-2-irepo-chatml-merged-i0) on the None dataset.
19
+
20
+ ## Model description
21
+
22
+ More information needed
23
+
24
+ ## Intended uses & limitations
25
+
26
+ More information needed
27
+
28
+ ## Training and evaluation data
29
+
30
+ More information needed
31
+
32
+ ## Training procedure
33
+
34
+ ### Training hyperparameters
35
+
36
+ The following hyperparameters were used during training:
37
+ - learning_rate: 5e-06
38
+ - train_batch_size: 4
39
+ - eval_batch_size: 4
40
+ - seed: 42
41
+ - distributed_type: multi-GPU
42
+ - num_devices: 2
43
+ - gradient_accumulation_steps: 4
44
+ - total_train_batch_size: 32
45
+ - total_eval_batch_size: 8
46
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
+ - lr_scheduler_type: cosine
48
+ - lr_scheduler_warmup_ratio: 0.1
49
+ - num_epochs: 1
50
+
51
+ ### Training results
52
+
53
+
54
+
55
+ ### Framework versions
56
+
57
+ - PEFT 0.7.1
58
+ - Transformers 4.36.2
59
+ - Pytorch 2.1.2+cu121
60
+ - Datasets 2.14.6
61
+ - Tokenizers 0.15.2
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:112857327a7fb266a494b1e0655232a3ba46bb494edec8084b10820379676415
3
  size 335579632
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62a336e422eb92d748cb6ea0969b55534989f0773d4f57c2fe62f09f49768f79
3
  size 335579632
all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 1.0,
3
+ "train_loss": 0.2777036651094288,
4
+ "train_runtime": 6958.035,
5
+ "train_samples": 30000,
6
+ "train_samples_per_second": 4.312,
7
+ "train_steps_per_second": 0.135
8
+ }
runs/May21_07-23-46_gpu4-119-5/events.out.tfevents.1716240383.gpu4-119-5.1398518.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5800b3afd5f3e4ba5f0875c748e8180f30f66842441cec6a8242d0b32b64e075
3
- size 62464
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d5e4fb1099a0f1227d505507b831e2d0b504218f5c5a8dd8fb3b906c761e0f8
3
+ size 64720
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 1.0,
3
+ "train_loss": 0.2777036651094288,
4
+ "train_runtime": 6958.035,
5
+ "train_samples": 30000,
6
+ "train_samples_per_second": 4.312,
7
+ "train_steps_per_second": 0.135
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,1346 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 0.9994666666666666,
5
+ "eval_steps": 500,
6
+ "global_step": 937,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.0,
13
+ "learning_rate": 5.319148936170213e-08,
14
+ "logits/chosen": 0.09486827999353409,
15
+ "logits/rejected": 0.17880678176879883,
16
+ "logps/chosen": -404.6722717285156,
17
+ "logps/rejected": -393.01068115234375,
18
+ "loss": 0.2923,
19
+ "rewards/accuracies": 0.0,
20
+ "rewards/chosen": 0.0,
21
+ "rewards/margins": 0.0,
22
+ "rewards/rejected": 0.0,
23
+ "step": 1
24
+ },
25
+ {
26
+ "epoch": 0.01,
27
+ "learning_rate": 5.319148936170213e-07,
28
+ "logits/chosen": 0.3109264671802521,
29
+ "logits/rejected": 0.1413353830575943,
30
+ "logps/chosen": -451.60137939453125,
31
+ "logps/rejected": -439.4466857910156,
32
+ "loss": 0.3143,
33
+ "rewards/accuracies": 0.3472222089767456,
34
+ "rewards/chosen": -0.0008689137175679207,
35
+ "rewards/margins": 9.278658399125561e-05,
36
+ "rewards/rejected": -0.0009617002215236425,
37
+ "step": 10
38
+ },
39
+ {
40
+ "epoch": 0.02,
41
+ "learning_rate": 1.0638297872340427e-06,
42
+ "logits/chosen": 0.16002216935157776,
43
+ "logits/rejected": 0.29283756017684937,
44
+ "logps/chosen": -446.17352294921875,
45
+ "logps/rejected": -447.1424865722656,
46
+ "loss": 0.3012,
47
+ "rewards/accuracies": 0.40625,
48
+ "rewards/chosen": -0.0012470056535676122,
49
+ "rewards/margins": 7.514755270676687e-05,
50
+ "rewards/rejected": -0.0013221531407907605,
51
+ "step": 20
52
+ },
53
+ {
54
+ "epoch": 0.03,
55
+ "learning_rate": 1.595744680851064e-06,
56
+ "logits/chosen": 0.16278645396232605,
57
+ "logits/rejected": 0.23292532563209534,
58
+ "logps/chosen": -390.2185974121094,
59
+ "logps/rejected": -385.9638977050781,
60
+ "loss": 0.3074,
61
+ "rewards/accuracies": 0.3187499940395355,
62
+ "rewards/chosen": -0.001785513712093234,
63
+ "rewards/margins": -4.0346338209928945e-05,
64
+ "rewards/rejected": -0.0017451674211770296,
65
+ "step": 30
66
+ },
67
+ {
68
+ "epoch": 0.04,
69
+ "learning_rate": 2.1276595744680853e-06,
70
+ "logits/chosen": 0.21185627579689026,
71
+ "logits/rejected": 0.16483844816684723,
72
+ "logps/chosen": -396.40234375,
73
+ "logps/rejected": -413.7225036621094,
74
+ "loss": 0.2927,
75
+ "rewards/accuracies": 0.4625000059604645,
76
+ "rewards/chosen": -0.003013796405866742,
77
+ "rewards/margins": 0.0003060643211938441,
78
+ "rewards/rejected": -0.003319860901683569,
79
+ "step": 40
80
+ },
81
+ {
82
+ "epoch": 0.05,
83
+ "learning_rate": 2.6595744680851065e-06,
84
+ "logits/chosen": 0.13742004334926605,
85
+ "logits/rejected": 0.31375652551651,
86
+ "logps/chosen": -412.4908142089844,
87
+ "logps/rejected": -392.556640625,
88
+ "loss": 0.3019,
89
+ "rewards/accuracies": 0.35624998807907104,
90
+ "rewards/chosen": -0.005482032895088196,
91
+ "rewards/margins": 0.00019160615920554847,
92
+ "rewards/rejected": -0.005673639010637999,
93
+ "step": 50
94
+ },
95
+ {
96
+ "epoch": 0.06,
97
+ "learning_rate": 3.191489361702128e-06,
98
+ "logits/chosen": 0.22858476638793945,
99
+ "logits/rejected": 0.2066006362438202,
100
+ "logps/chosen": -394.327880859375,
101
+ "logps/rejected": -392.41656494140625,
102
+ "loss": 0.32,
103
+ "rewards/accuracies": 0.42500001192092896,
104
+ "rewards/chosen": -0.009965803474187851,
105
+ "rewards/margins": 0.00048381154192611575,
106
+ "rewards/rejected": -0.010449616238474846,
107
+ "step": 60
108
+ },
109
+ {
110
+ "epoch": 0.07,
111
+ "learning_rate": 3.723404255319149e-06,
112
+ "logits/chosen": 0.29500612616539,
113
+ "logits/rejected": 0.1506035029888153,
114
+ "logps/chosen": -392.02960205078125,
115
+ "logps/rejected": -427.17596435546875,
116
+ "loss": 0.3328,
117
+ "rewards/accuracies": 0.44999998807907104,
118
+ "rewards/chosen": -0.01748177967965603,
119
+ "rewards/margins": 0.0010660603875294328,
120
+ "rewards/rejected": -0.018547840416431427,
121
+ "step": 70
122
+ },
123
+ {
124
+ "epoch": 0.09,
125
+ "learning_rate": 4.255319148936171e-06,
126
+ "logits/chosen": 0.1481747180223465,
127
+ "logits/rejected": 0.2276589423418045,
128
+ "logps/chosen": -396.8224182128906,
129
+ "logps/rejected": -373.9072570800781,
130
+ "loss": 0.3068,
131
+ "rewards/accuracies": 0.39375001192092896,
132
+ "rewards/chosen": -0.019837453961372375,
133
+ "rewards/margins": 0.0006632342119701207,
134
+ "rewards/rejected": -0.020500686019659042,
135
+ "step": 80
136
+ },
137
+ {
138
+ "epoch": 0.1,
139
+ "learning_rate": 4.787234042553192e-06,
140
+ "logits/chosen": 0.13089337944984436,
141
+ "logits/rejected": 0.19030170142650604,
142
+ "logps/chosen": -379.7206115722656,
143
+ "logps/rejected": -391.56512451171875,
144
+ "loss": 0.2966,
145
+ "rewards/accuracies": 0.4312500059604645,
146
+ "rewards/chosen": -0.018794242292642593,
147
+ "rewards/margins": 0.0023801042698323727,
148
+ "rewards/rejected": -0.021174345165491104,
149
+ "step": 90
150
+ },
151
+ {
152
+ "epoch": 0.11,
153
+ "learning_rate": 4.999375059004058e-06,
154
+ "logits/chosen": 0.13803163170814514,
155
+ "logits/rejected": 0.24431411921977997,
156
+ "logps/chosen": -408.5091247558594,
157
+ "logps/rejected": -396.9778747558594,
158
+ "loss": 0.3097,
159
+ "rewards/accuracies": 0.42500001192092896,
160
+ "rewards/chosen": -0.017420392483472824,
161
+ "rewards/margins": 0.0018956039566546679,
162
+ "rewards/rejected": -0.019315997138619423,
163
+ "step": 100
164
+ },
165
+ {
166
+ "epoch": 0.12,
167
+ "learning_rate": 4.9955571065548795e-06,
168
+ "logits/chosen": 0.155339315533638,
169
+ "logits/rejected": 0.1211571916937828,
170
+ "logps/chosen": -430.47344970703125,
171
+ "logps/rejected": -437.48956298828125,
172
+ "loss": 0.2946,
173
+ "rewards/accuracies": 0.48124998807907104,
174
+ "rewards/chosen": -0.018004143610596657,
175
+ "rewards/margins": 0.004096529446542263,
176
+ "rewards/rejected": -0.022100670263171196,
177
+ "step": 110
178
+ },
179
+ {
180
+ "epoch": 0.13,
181
+ "learning_rate": 4.9882736864879e-06,
182
+ "logits/chosen": 0.1062009185552597,
183
+ "logits/rejected": 0.26274779438972473,
184
+ "logps/chosen": -413.7748107910156,
185
+ "logps/rejected": -401.53778076171875,
186
+ "loss": 0.3079,
187
+ "rewards/accuracies": 0.4749999940395355,
188
+ "rewards/chosen": -0.01474347896873951,
189
+ "rewards/margins": 0.00652940571308136,
190
+ "rewards/rejected": -0.02127288654446602,
191
+ "step": 120
192
+ },
193
+ {
194
+ "epoch": 0.14,
195
+ "learning_rate": 4.977534912960124e-06,
196
+ "logits/chosen": 0.13843606412410736,
197
+ "logits/rejected": 0.2405589520931244,
198
+ "logps/chosen": -445.410888671875,
199
+ "logps/rejected": -441.92486572265625,
200
+ "loss": 0.3126,
201
+ "rewards/accuracies": 0.48750001192092896,
202
+ "rewards/chosen": -0.016456641256809235,
203
+ "rewards/margins": 0.006972718983888626,
204
+ "rewards/rejected": -0.02342936024069786,
205
+ "step": 130
206
+ },
207
+ {
208
+ "epoch": 0.15,
209
+ "learning_rate": 4.963355698422092e-06,
210
+ "logits/chosen": 0.1316756308078766,
211
+ "logits/rejected": 0.0917954295873642,
212
+ "logps/chosen": -441.77911376953125,
213
+ "logps/rejected": -474.7543029785156,
214
+ "loss": 0.3121,
215
+ "rewards/accuracies": 0.4625000059604645,
216
+ "rewards/chosen": -0.030273189768195152,
217
+ "rewards/margins": 0.006867046467959881,
218
+ "rewards/rejected": -0.03714023157954216,
219
+ "step": 140
220
+ },
221
+ {
222
+ "epoch": 0.16,
223
+ "learning_rate": 4.945755732909625e-06,
224
+ "logits/chosen": 0.07779763638973236,
225
+ "logits/rejected": 0.16235283017158508,
226
+ "logps/chosen": -468.13873291015625,
227
+ "logps/rejected": -508.16888427734375,
228
+ "loss": 0.2735,
229
+ "rewards/accuracies": 0.5375000238418579,
230
+ "rewards/chosen": -0.042156465351581573,
231
+ "rewards/margins": 0.025058995932340622,
232
+ "rewards/rejected": -0.0672154575586319,
233
+ "step": 150
234
+ },
235
+ {
236
+ "epoch": 0.17,
237
+ "learning_rate": 4.924759456701167e-06,
238
+ "logits/chosen": 0.013025517575442791,
239
+ "logits/rejected": 0.05558537319302559,
240
+ "logps/chosen": -490.2015686035156,
241
+ "logps/rejected": -526.5242919921875,
242
+ "loss": 0.296,
243
+ "rewards/accuracies": 0.4937500059604645,
244
+ "rewards/chosen": -0.07817033678293228,
245
+ "rewards/margins": 0.030566949397325516,
246
+ "rewards/rejected": -0.1087372750043869,
247
+ "step": 160
248
+ },
249
+ {
250
+ "epoch": 0.18,
251
+ "learning_rate": 4.900396026378671e-06,
252
+ "logits/chosen": 0.005712971091270447,
253
+ "logits/rejected": -0.005013291724026203,
254
+ "logps/chosen": -577.2238159179688,
255
+ "logps/rejected": -608.1441650390625,
256
+ "loss": 0.2962,
257
+ "rewards/accuracies": 0.44999998807907104,
258
+ "rewards/chosen": -0.12602511048316956,
259
+ "rewards/margins": 0.029870549216866493,
260
+ "rewards/rejected": -0.1558956503868103,
261
+ "step": 170
262
+ },
263
+ {
264
+ "epoch": 0.19,
265
+ "learning_rate": 4.872699274339169e-06,
266
+ "logits/chosen": 0.0872177928686142,
267
+ "logits/rejected": 0.047161780297756195,
268
+ "logps/chosen": -466.25384521484375,
269
+ "logps/rejected": -508.01190185546875,
270
+ "loss": 0.2824,
271
+ "rewards/accuracies": 0.518750011920929,
272
+ "rewards/chosen": -0.06323900073766708,
273
+ "rewards/margins": 0.03396384045481682,
274
+ "rewards/rejected": -0.0972028374671936,
275
+ "step": 180
276
+ },
277
+ {
278
+ "epoch": 0.2,
279
+ "learning_rate": 4.8417076618132434e-06,
280
+ "logits/chosen": 0.040699899196624756,
281
+ "logits/rejected": 0.08730391412973404,
282
+ "logps/chosen": -451.14190673828125,
283
+ "logps/rejected": -483.7627868652344,
284
+ "loss": 0.269,
285
+ "rewards/accuracies": 0.44999998807907104,
286
+ "rewards/chosen": -0.05393596366047859,
287
+ "rewards/margins": 0.02897338569164276,
288
+ "rewards/rejected": -0.08290934562683105,
289
+ "step": 190
290
+ },
291
+ {
292
+ "epoch": 0.21,
293
+ "learning_rate": 4.807464225455655e-06,
294
+ "logits/chosen": -0.029990673065185547,
295
+ "logits/rejected": 0.0431547686457634,
296
+ "logps/chosen": -511.7386779785156,
297
+ "logps/rejected": -536.8895263671875,
298
+ "loss": 0.2937,
299
+ "rewards/accuracies": 0.45625001192092896,
300
+ "rewards/chosen": -0.06965841352939606,
301
+ "rewards/margins": 0.030940961092710495,
302
+ "rewards/rejected": -0.10059938579797745,
303
+ "step": 200
304
+ },
305
+ {
306
+ "epoch": 0.22,
307
+ "learning_rate": 4.770016517582283e-06,
308
+ "logits/chosen": -0.017718762159347534,
309
+ "logits/rejected": 0.0021002888679504395,
310
+ "logps/chosen": -475.02398681640625,
311
+ "logps/rejected": -524.1427001953125,
312
+ "loss": 0.2823,
313
+ "rewards/accuracies": 0.4437499940395355,
314
+ "rewards/chosen": -0.09790189564228058,
315
+ "rewards/margins": 0.04916772618889809,
316
+ "rewards/rejected": -0.14706961810588837,
317
+ "step": 210
318
+ },
319
+ {
320
+ "epoch": 0.23,
321
+ "learning_rate": 4.7294165401363616e-06,
322
+ "logits/chosen": 0.039277154952287674,
323
+ "logits/rejected": 0.08032336086034775,
324
+ "logps/chosen": -542.1201782226562,
325
+ "logps/rejected": -580.0626220703125,
326
+ "loss": 0.2699,
327
+ "rewards/accuracies": 0.5249999761581421,
328
+ "rewards/chosen": -0.11237654834985733,
329
+ "rewards/margins": 0.05318045616149902,
330
+ "rewards/rejected": -0.16555699706077576,
331
+ "step": 220
332
+ },
333
+ {
334
+ "epoch": 0.25,
335
+ "learning_rate": 4.68572067247573e-06,
336
+ "logits/chosen": -0.040498532354831696,
337
+ "logits/rejected": 0.038641445338726044,
338
+ "logps/chosen": -530.233642578125,
339
+ "logps/rejected": -566.8374633789062,
340
+ "loss": 0.3008,
341
+ "rewards/accuracies": 0.4749999940395355,
342
+ "rewards/chosen": -0.11718879640102386,
343
+ "rewards/margins": 0.04862760379910469,
344
+ "rewards/rejected": -0.16581639647483826,
345
+ "step": 230
346
+ },
347
+ {
348
+ "epoch": 0.26,
349
+ "learning_rate": 4.638989593081364e-06,
350
+ "logits/chosen": 0.03174019977450371,
351
+ "logits/rejected": 0.028316298499703407,
352
+ "logps/chosen": -544.1737060546875,
353
+ "logps/rejected": -595.1419677734375,
354
+ "loss": 0.2807,
355
+ "rewards/accuracies": 0.48124998807907104,
356
+ "rewards/chosen": -0.1217833161354065,
357
+ "rewards/margins": 0.05592575669288635,
358
+ "rewards/rejected": -0.17770907282829285,
359
+ "step": 240
360
+ },
361
+ {
362
+ "epoch": 0.27,
363
+ "learning_rate": 4.5892881952959015e-06,
364
+ "logits/chosen": -0.03996685892343521,
365
+ "logits/rejected": 0.0781441181898117,
366
+ "logps/chosen": -561.5933227539062,
367
+ "logps/rejected": -588.9613037109375,
368
+ "loss": 0.289,
369
+ "rewards/accuracies": 0.48124998807907104,
370
+ "rewards/chosen": -0.12694257497787476,
371
+ "rewards/margins": 0.05903642624616623,
372
+ "rewards/rejected": -0.18597903847694397,
373
+ "step": 250
374
+ },
375
+ {
376
+ "epoch": 0.28,
377
+ "learning_rate": 4.536685497209182e-06,
378
+ "logits/chosen": -0.07835476100444794,
379
+ "logits/rejected": -0.022311905398964882,
380
+ "logps/chosen": -542.6710815429688,
381
+ "logps/rejected": -574.5667114257812,
382
+ "loss": 0.2814,
383
+ "rewards/accuracies": 0.45625001192092896,
384
+ "rewards/chosen": -0.13178928196430206,
385
+ "rewards/margins": 0.04299298673868179,
386
+ "rewards/rejected": -0.17478224635124207,
387
+ "step": 260
388
+ },
389
+ {
390
+ "epoch": 0.29,
391
+ "learning_rate": 4.481254545815943e-06,
392
+ "logits/chosen": -0.08058448135852814,
393
+ "logits/rejected": 0.07340067625045776,
394
+ "logps/chosen": -508.29901123046875,
395
+ "logps/rejected": -560.2567138671875,
396
+ "loss": 0.2709,
397
+ "rewards/accuracies": 0.46875,
398
+ "rewards/chosen": -0.11642781645059586,
399
+ "rewards/margins": 0.05028604343533516,
400
+ "rewards/rejected": -0.1667138636112213,
401
+ "step": 270
402
+ },
403
+ {
404
+ "epoch": 0.3,
405
+ "learning_rate": 4.42307231557875e-06,
406
+ "logits/chosen": -0.060424257069826126,
407
+ "logits/rejected": -0.05060155317187309,
408
+ "logps/chosen": -522.2492065429688,
409
+ "logps/rejected": -580.984375,
410
+ "loss": 0.2702,
411
+ "rewards/accuracies": 0.5,
412
+ "rewards/chosen": -0.1186426654458046,
413
+ "rewards/margins": 0.05852733179926872,
414
+ "rewards/rejected": -0.17716999351978302,
415
+ "step": 280
416
+ },
417
+ {
418
+ "epoch": 0.31,
419
+ "learning_rate": 4.3622196015370305e-06,
420
+ "logits/chosen": -0.0831371396780014,
421
+ "logits/rejected": 0.1073642149567604,
422
+ "logps/chosen": -578.5635986328125,
423
+ "logps/rejected": -601.4964599609375,
424
+ "loss": 0.2702,
425
+ "rewards/accuracies": 0.5062500238418579,
426
+ "rewards/chosen": -0.14065107703208923,
427
+ "rewards/margins": 0.04782631993293762,
428
+ "rewards/rejected": -0.18847739696502686,
429
+ "step": 290
430
+ },
431
+ {
432
+ "epoch": 0.32,
433
+ "learning_rate": 4.298780907110648e-06,
434
+ "logits/chosen": -0.034952230751514435,
435
+ "logits/rejected": -0.033971935510635376,
436
+ "logps/chosen": -521.9036865234375,
437
+ "logps/rejected": -568.0286865234375,
438
+ "loss": 0.281,
439
+ "rewards/accuracies": 0.5,
440
+ "rewards/chosen": -0.10558326542377472,
441
+ "rewards/margins": 0.05633324384689331,
442
+ "rewards/rejected": -0.16191650927066803,
443
+ "step": 300
444
+ },
445
+ {
446
+ "epoch": 0.33,
447
+ "learning_rate": 4.23284432675381e-06,
448
+ "logits/chosen": -0.05012059211730957,
449
+ "logits/rejected": -0.07782770693302155,
450
+ "logps/chosen": -489.470458984375,
451
+ "logps/rejected": -555.35302734375,
452
+ "loss": 0.2723,
453
+ "rewards/accuracies": 0.4749999940395355,
454
+ "rewards/chosen": -0.09179838001728058,
455
+ "rewards/margins": 0.06358543783426285,
456
+ "rewards/rejected": -0.15538384020328522,
457
+ "step": 310
458
+ },
459
+ {
460
+ "epoch": 0.34,
461
+ "learning_rate": 4.164501423622277e-06,
462
+ "logits/chosen": -0.19141286611557007,
463
+ "logits/rejected": -0.10618031024932861,
464
+ "logps/chosen": -450.0037536621094,
465
+ "logps/rejected": -540.8576049804688,
466
+ "loss": 0.2691,
467
+ "rewards/accuracies": 0.518750011920929,
468
+ "rewards/chosen": -0.09631234407424927,
469
+ "rewards/margins": 0.0666104406118393,
470
+ "rewards/rejected": -0.16292276978492737,
471
+ "step": 320
472
+ },
473
+ {
474
+ "epoch": 0.35,
475
+ "learning_rate": 4.0938471024237355e-06,
476
+ "logits/chosen": -0.05697326734662056,
477
+ "logits/rejected": -0.13873888552188873,
478
+ "logps/chosen": -481.6494140625,
479
+ "logps/rejected": -599.4074096679688,
480
+ "loss": 0.2811,
481
+ "rewards/accuracies": 0.543749988079071,
482
+ "rewards/chosen": -0.12175127118825912,
483
+ "rewards/margins": 0.0913892462849617,
484
+ "rewards/rejected": -0.21314053237438202,
485
+ "step": 330
486
+ },
487
+ {
488
+ "epoch": 0.36,
489
+ "learning_rate": 4.020979477627907e-06,
490
+ "logits/chosen": -0.08442874252796173,
491
+ "logits/rejected": -0.0031359121203422546,
492
+ "logps/chosen": -474.0492248535156,
493
+ "logps/rejected": -555.919189453125,
494
+ "loss": 0.2772,
495
+ "rewards/accuracies": 0.46875,
496
+ "rewards/chosen": -0.11865799129009247,
497
+ "rewards/margins": 0.05636826157569885,
498
+ "rewards/rejected": -0.17502623796463013,
499
+ "step": 340
500
+ },
501
+ {
502
+ "epoch": 0.37,
503
+ "learning_rate": 3.9459997372194105e-06,
504
+ "logits/chosen": -0.0918760672211647,
505
+ "logits/rejected": 0.022966912016272545,
506
+ "logps/chosen": -555.8822021484375,
507
+ "logps/rejected": -670.1365356445312,
508
+ "loss": 0.2612,
509
+ "rewards/accuracies": 0.543749988079071,
510
+ "rewards/chosen": -0.1380760669708252,
511
+ "rewards/margins": 0.0869637131690979,
512
+ "rewards/rejected": -0.2250397652387619,
513
+ "step": 350
514
+ },
515
+ {
516
+ "epoch": 0.38,
517
+ "learning_rate": 3.869012002182573e-06,
518
+ "logits/chosen": -0.1127350777387619,
519
+ "logits/rejected": -0.15412607789039612,
520
+ "logps/chosen": -516.8878784179688,
521
+ "logps/rejected": -592.467041015625,
522
+ "loss": 0.2765,
523
+ "rewards/accuracies": 0.512499988079071,
524
+ "rewards/chosen": -0.12640734016895294,
525
+ "rewards/margins": 0.06364301592111588,
526
+ "rewards/rejected": -0.19005033373832703,
527
+ "step": 360
528
+ },
529
+ {
530
+ "epoch": 0.39,
531
+ "learning_rate": 3.7901231819133104e-06,
532
+ "logits/chosen": -0.1551699936389923,
533
+ "logits/rejected": -0.055733174085617065,
534
+ "logps/chosen": -500.0525817871094,
535
+ "logps/rejected": -564.5525512695312,
536
+ "loss": 0.271,
537
+ "rewards/accuracies": 0.5062500238418579,
538
+ "rewards/chosen": -0.11618797481060028,
539
+ "rewards/margins": 0.05627555400133133,
540
+ "rewards/rejected": -0.17246350646018982,
541
+ "step": 370
542
+ },
543
+ {
544
+ "epoch": 0.41,
545
+ "learning_rate": 3.709442825758875e-06,
546
+ "logits/chosen": -0.15336255729198456,
547
+ "logits/rejected": -0.09010852128267288,
548
+ "logps/chosen": -532.9185180664062,
549
+ "logps/rejected": -579.7677612304688,
550
+ "loss": 0.2518,
551
+ "rewards/accuracies": 0.4937500059604645,
552
+ "rewards/chosen": -0.09618903696537018,
553
+ "rewards/margins": 0.059428442269563675,
554
+ "rewards/rejected": -0.15561747550964355,
555
+ "step": 380
556
+ },
557
+ {
558
+ "epoch": 0.42,
559
+ "learning_rate": 3.6270829708916113e-06,
560
+ "logits/chosen": -0.14842228591442108,
561
+ "logits/rejected": -0.18628902733325958,
562
+ "logps/chosen": -499.26495361328125,
563
+ "logps/rejected": -566.7688598632812,
564
+ "loss": 0.2847,
565
+ "rewards/accuracies": 0.5,
566
+ "rewards/chosen": -0.10898256301879883,
567
+ "rewards/margins": 0.05999414250254631,
568
+ "rewards/rejected": -0.16897672414779663,
569
+ "step": 390
570
+ },
571
+ {
572
+ "epoch": 0.43,
573
+ "learning_rate": 3.543157986727991e-06,
574
+ "logits/chosen": -0.16273057460784912,
575
+ "logits/rejected": -0.10563422739505768,
576
+ "logps/chosen": -554.4479370117188,
577
+ "logps/rejected": -563.3797607421875,
578
+ "loss": 0.2849,
579
+ "rewards/accuracies": 0.48750001192092896,
580
+ "rewards/chosen": -0.10144559293985367,
581
+ "rewards/margins": 0.04638112708926201,
582
+ "rewards/rejected": -0.14782671630382538,
583
+ "step": 400
584
+ },
585
+ {
586
+ "epoch": 0.44,
587
+ "learning_rate": 3.4577844161089614e-06,
588
+ "logits/chosen": -0.11332042515277863,
589
+ "logits/rejected": -0.11062748730182648,
590
+ "logps/chosen": -518.7150268554688,
591
+ "logps/rejected": -573.0471801757812,
592
+ "loss": 0.259,
593
+ "rewards/accuracies": 0.4749999940395355,
594
+ "rewards/chosen": -0.10492125898599625,
595
+ "rewards/margins": 0.046738140285015106,
596
+ "rewards/rejected": -0.15165939927101135,
597
+ "step": 410
598
+ },
599
+ {
600
+ "epoch": 0.45,
601
+ "learning_rate": 3.3710808134621577e-06,
602
+ "logits/chosen": -0.158113032579422,
603
+ "logits/rejected": -0.11588151752948761,
604
+ "logps/chosen": -462.90423583984375,
605
+ "logps/rejected": -516.649658203125,
606
+ "loss": 0.2722,
607
+ "rewards/accuracies": 0.4749999940395355,
608
+ "rewards/chosen": -0.10597708076238632,
609
+ "rewards/margins": 0.0523579902946949,
610
+ "rewards/rejected": -0.15833505988121033,
611
+ "step": 420
612
+ },
613
+ {
614
+ "epoch": 0.46,
615
+ "learning_rate": 3.2831675801707126e-06,
616
+ "logits/chosen": -0.21510057151317596,
617
+ "logits/rejected": -0.08049353212118149,
618
+ "logps/chosen": -583.40283203125,
619
+ "logps/rejected": -586.7947998046875,
620
+ "loss": 0.2929,
621
+ "rewards/accuracies": 0.512499988079071,
622
+ "rewards/chosen": -0.11892227083444595,
623
+ "rewards/margins": 0.05448797345161438,
624
+ "rewards/rejected": -0.17341025173664093,
625
+ "step": 430
626
+ },
627
+ {
628
+ "epoch": 0.47,
629
+ "learning_rate": 3.194166797377289e-06,
630
+ "logits/chosen": -0.12544101476669312,
631
+ "logits/rejected": -0.11414500325918198,
632
+ "logps/chosen": -459.9356384277344,
633
+ "logps/rejected": -505.929931640625,
634
+ "loss": 0.2729,
635
+ "rewards/accuracies": 0.44999998807907104,
636
+ "rewards/chosen": -0.11049865186214447,
637
+ "rewards/margins": 0.047077327966690063,
638
+ "rewards/rejected": -0.15757599472999573,
639
+ "step": 440
640
+ },
641
+ {
642
+ "epoch": 0.48,
643
+ "learning_rate": 3.104202056455501e-06,
644
+ "logits/chosen": -0.10923869907855988,
645
+ "logits/rejected": -0.1209484338760376,
646
+ "logps/chosen": -453.79071044921875,
647
+ "logps/rejected": -520.7780151367188,
648
+ "loss": 0.2685,
649
+ "rewards/accuracies": 0.53125,
650
+ "rewards/chosen": -0.09267580509185791,
651
+ "rewards/margins": 0.06151905655860901,
652
+ "rewards/rejected": -0.15419486165046692,
653
+ "step": 450
654
+ },
655
+ {
656
+ "epoch": 0.49,
657
+ "learning_rate": 3.013398287384144e-06,
658
+ "logits/chosen": -0.20092570781707764,
659
+ "logits/rejected": -0.04523925110697746,
660
+ "logps/chosen": -501.44183349609375,
661
+ "logps/rejected": -541.0614624023438,
662
+ "loss": 0.2738,
663
+ "rewards/accuracies": 0.53125,
664
+ "rewards/chosen": -0.1075231060385704,
665
+ "rewards/margins": 0.054855745285749435,
666
+ "rewards/rejected": -0.16237884759902954,
667
+ "step": 460
668
+ },
669
+ {
670
+ "epoch": 0.5,
671
+ "learning_rate": 2.9218815852625717e-06,
672
+ "logits/chosen": -0.18216080963611603,
673
+ "logits/rejected": -0.09222938120365143,
674
+ "logps/chosen": -543.4312744140625,
675
+ "logps/rejected": -569.2079467773438,
676
+ "loss": 0.2854,
677
+ "rewards/accuracies": 0.48750001192092896,
678
+ "rewards/chosen": -0.11925343424081802,
679
+ "rewards/margins": 0.03793327510356903,
680
+ "rewards/rejected": -0.15718670189380646,
681
+ "step": 470
682
+ },
683
+ {
684
+ "epoch": 0.51,
685
+ "learning_rate": 2.829779035208113e-06,
686
+ "logits/chosen": -0.12351751327514648,
687
+ "logits/rejected": -0.06279022991657257,
688
+ "logps/chosen": -496.760498046875,
689
+ "logps/rejected": -529.7518310546875,
690
+ "loss": 0.29,
691
+ "rewards/accuracies": 0.48750001192092896,
692
+ "rewards/chosen": -0.0903807058930397,
693
+ "rewards/margins": 0.060529064387083054,
694
+ "rewards/rejected": -0.15090976655483246,
695
+ "step": 480
696
+ },
697
+ {
698
+ "epoch": 0.52,
699
+ "learning_rate": 2.737218535878705e-06,
700
+ "logits/chosen": -0.19289804995059967,
701
+ "logits/rejected": -0.1217590793967247,
702
+ "logps/chosen": -558.1929321289062,
703
+ "logps/rejected": -592.0021362304688,
704
+ "loss": 0.2771,
705
+ "rewards/accuracies": 0.4749999940395355,
706
+ "rewards/chosen": -0.11521999537944794,
707
+ "rewards/margins": 0.05031859874725342,
708
+ "rewards/rejected": -0.16553862392902374,
709
+ "step": 490
710
+ },
711
+ {
712
+ "epoch": 0.53,
713
+ "learning_rate": 2.64432862186579e-06,
714
+ "logits/chosen": -0.033294953405857086,
715
+ "logits/rejected": -0.07580285519361496,
716
+ "logps/chosen": -491.3495178222656,
717
+ "logps/rejected": -552.3511352539062,
718
+ "loss": 0.2827,
719
+ "rewards/accuracies": 0.4749999940395355,
720
+ "rewards/chosen": -0.09923096001148224,
721
+ "rewards/margins": 0.07192887365818024,
722
+ "rewards/rejected": -0.17115983366966248,
723
+ "step": 500
724
+ },
725
+ {
726
+ "epoch": 0.54,
727
+ "learning_rate": 2.551238285204126e-06,
728
+ "logits/chosen": -0.2156916856765747,
729
+ "logits/rejected": -0.06504158675670624,
730
+ "logps/chosen": -521.3781127929688,
731
+ "logps/rejected": -539.2896728515625,
732
+ "loss": 0.2831,
733
+ "rewards/accuracies": 0.4749999940395355,
734
+ "rewards/chosen": -0.10902263969182968,
735
+ "rewards/margins": 0.04854800924658775,
736
+ "rewards/rejected": -0.15757066011428833,
737
+ "step": 510
738
+ },
739
+ {
740
+ "epoch": 0.55,
741
+ "learning_rate": 2.4580767962463688e-06,
742
+ "logits/chosen": -0.12651291489601135,
743
+ "logits/rejected": -0.11372752487659454,
744
+ "logps/chosen": -529.92529296875,
745
+ "logps/rejected": -584.7510986328125,
746
+ "loss": 0.2821,
747
+ "rewards/accuracies": 0.44999998807907104,
748
+ "rewards/chosen": -0.11373905837535858,
749
+ "rewards/margins": 0.055428702384233475,
750
+ "rewards/rejected": -0.16916777193546295,
751
+ "step": 520
752
+ },
753
+ {
754
+ "epoch": 0.57,
755
+ "learning_rate": 2.3649735241511546e-06,
756
+ "logits/chosen": -0.17947567999362946,
757
+ "logits/rejected": -0.15643848478794098,
758
+ "logps/chosen": -505.3380432128906,
759
+ "logps/rejected": -594.7916259765625,
760
+ "loss": 0.2675,
761
+ "rewards/accuracies": 0.5062500238418579,
762
+ "rewards/chosen": -0.10552126169204712,
763
+ "rewards/margins": 0.07201484590768814,
764
+ "rewards/rejected": -0.17753610014915466,
765
+ "step": 530
766
+ },
767
+ {
768
+ "epoch": 0.58,
769
+ "learning_rate": 2.2720577572339914e-06,
770
+ "logits/chosen": -0.1622428297996521,
771
+ "logits/rejected": -0.08399353176355362,
772
+ "logps/chosen": -583.8826904296875,
773
+ "logps/rejected": -565.4668579101562,
774
+ "loss": 0.2736,
775
+ "rewards/accuracies": 0.4749999940395355,
776
+ "rewards/chosen": -0.11298346519470215,
777
+ "rewards/margins": 0.0552997961640358,
778
+ "rewards/rejected": -0.16828325390815735,
779
+ "step": 540
780
+ },
781
+ {
782
+ "epoch": 0.59,
783
+ "learning_rate": 2.1794585234303995e-06,
784
+ "logits/chosen": -0.15642212331295013,
785
+ "logits/rejected": -0.11185960471630096,
786
+ "logps/chosen": -478.8877868652344,
787
+ "logps/rejected": -511.4723205566406,
788
+ "loss": 0.2606,
789
+ "rewards/accuracies": 0.4937500059604645,
790
+ "rewards/chosen": -0.09287136793136597,
791
+ "rewards/margins": 0.05674201250076294,
792
+ "rewards/rejected": -0.1496133804321289,
793
+ "step": 550
794
+ },
795
+ {
796
+ "epoch": 0.6,
797
+ "learning_rate": 2.0873044111206407e-06,
798
+ "logits/chosen": -0.19819292426109314,
799
+ "logits/rejected": -0.08049633353948593,
800
+ "logps/chosen": -502.8023986816406,
801
+ "logps/rejected": -527.1845703125,
802
+ "loss": 0.2718,
803
+ "rewards/accuracies": 0.42500001192092896,
804
+ "rewards/chosen": -0.11550305783748627,
805
+ "rewards/margins": 0.045039866119623184,
806
+ "rewards/rejected": -0.16054292023181915,
807
+ "step": 560
808
+ },
809
+ {
810
+ "epoch": 0.61,
811
+ "learning_rate": 1.9957233905648293e-06,
812
+ "logits/chosen": -0.19029836356639862,
813
+ "logits/rejected": -0.12178380787372589,
814
+ "logps/chosen": -487.24029541015625,
815
+ "logps/rejected": -522.4542846679688,
816
+ "loss": 0.2977,
817
+ "rewards/accuracies": 0.5062500238418579,
818
+ "rewards/chosen": -0.08964806795120239,
819
+ "rewards/margins": 0.05422767996788025,
820
+ "rewards/rejected": -0.14387574791908264,
821
+ "step": 570
822
+ },
823
+ {
824
+ "epoch": 0.62,
825
+ "learning_rate": 1.904842636196402e-06,
826
+ "logits/chosen": -0.11798320710659027,
827
+ "logits/rejected": -0.06398233026266098,
828
+ "logps/chosen": -555.4868774414062,
829
+ "logps/rejected": -606.1224365234375,
830
+ "loss": 0.2674,
831
+ "rewards/accuracies": 0.5562499761581421,
832
+ "rewards/chosen": -0.10348886251449585,
833
+ "rewards/margins": 0.07239896804094315,
834
+ "rewards/rejected": -0.1758878380060196,
835
+ "step": 580
836
+ },
837
+ {
838
+ "epoch": 0.63,
839
+ "learning_rate": 1.814788350020726e-06,
840
+ "logits/chosen": -0.1332792490720749,
841
+ "logits/rejected": -0.1340535581111908,
842
+ "logps/chosen": -518.5892944335938,
843
+ "logps/rejected": -602.2269287109375,
844
+ "loss": 0.253,
845
+ "rewards/accuracies": 0.48124998807907104,
846
+ "rewards/chosen": -0.09993033111095428,
847
+ "rewards/margins": 0.06545485556125641,
848
+ "rewards/rejected": -0.1653851717710495,
849
+ "step": 590
850
+ },
851
+ {
852
+ "epoch": 0.64,
853
+ "learning_rate": 1.725685586364051e-06,
854
+ "logits/chosen": -0.24548590183258057,
855
+ "logits/rejected": -0.07364498823881149,
856
+ "logps/chosen": -528.7620849609375,
857
+ "logps/rejected": -581.3148803710938,
858
+ "loss": 0.2575,
859
+ "rewards/accuracies": 0.45625001192092896,
860
+ "rewards/chosen": -0.10455663502216339,
861
+ "rewards/margins": 0.05815718695521355,
862
+ "rewards/rejected": -0.16271382570266724,
863
+ "step": 600
864
+ },
865
+ {
866
+ "epoch": 0.65,
867
+ "learning_rate": 1.6376580782162172e-06,
868
+ "logits/chosen": -0.17857643961906433,
869
+ "logits/rejected": -0.05776941031217575,
870
+ "logps/chosen": -495.97613525390625,
871
+ "logps/rejected": -546.7186279296875,
872
+ "loss": 0.2811,
873
+ "rewards/accuracies": 0.518750011920929,
874
+ "rewards/chosen": -0.09525806456804276,
875
+ "rewards/margins": 0.07870879769325256,
876
+ "rewards/rejected": -0.17396686971187592,
877
+ "step": 610
878
+ },
879
+ {
880
+ "epoch": 0.66,
881
+ "learning_rate": 1.550828065408227e-06,
882
+ "logits/chosen": -0.1720505952835083,
883
+ "logits/rejected": -0.25772562623023987,
884
+ "logps/chosen": -486.467529296875,
885
+ "logps/rejected": -584.5782470703125,
886
+ "loss": 0.2582,
887
+ "rewards/accuracies": 0.5562499761581421,
888
+ "rewards/chosen": -0.09170956909656525,
889
+ "rewards/margins": 0.09501364082098007,
890
+ "rewards/rejected": -0.18672320246696472,
891
+ "step": 620
892
+ },
893
+ {
894
+ "epoch": 0.67,
895
+ "learning_rate": 1.4653161248633053e-06,
896
+ "logits/chosen": -0.21994712948799133,
897
+ "logits/rejected": -0.1386212706565857,
898
+ "logps/chosen": -567.0380859375,
899
+ "logps/rejected": -595.9439697265625,
900
+ "loss": 0.2555,
901
+ "rewards/accuracies": 0.48124998807907104,
902
+ "rewards/chosen": -0.11543399095535278,
903
+ "rewards/margins": 0.06394585222005844,
904
+ "rewards/rejected": -0.17937985062599182,
905
+ "step": 630
906
+ },
907
+ {
908
+ "epoch": 0.68,
909
+ "learning_rate": 1.381241003157162e-06,
910
+ "logits/chosen": -0.17482668161392212,
911
+ "logits/rejected": -0.11466997861862183,
912
+ "logps/chosen": -497.3523864746094,
913
+ "logps/rejected": -575.636962890625,
914
+ "loss": 0.2737,
915
+ "rewards/accuracies": 0.48750001192092896,
916
+ "rewards/chosen": -0.10399528592824936,
917
+ "rewards/margins": 0.07409018278121948,
918
+ "rewards/rejected": -0.17808546125888824,
919
+ "step": 640
920
+ },
921
+ {
922
+ "epoch": 0.69,
923
+ "learning_rate": 1.298719451619979e-06,
924
+ "logits/chosen": -0.1267072856426239,
925
+ "logits/rejected": -0.22677993774414062,
926
+ "logps/chosen": -562.6024169921875,
927
+ "logps/rejected": -630.305419921875,
928
+ "loss": 0.2679,
929
+ "rewards/accuracies": 0.550000011920929,
930
+ "rewards/chosen": -0.11934264004230499,
931
+ "rewards/margins": 0.08058986812829971,
932
+ "rewards/rejected": -0.1999325305223465,
933
+ "step": 650
934
+ },
935
+ {
936
+ "epoch": 0.7,
937
+ "learning_rate": 1.2178660642091036e-06,
938
+ "logits/chosen": -0.2002047747373581,
939
+ "logits/rejected": -0.1947084367275238,
940
+ "logps/chosen": -541.3032836914062,
941
+ "logps/rejected": -579.1988525390625,
942
+ "loss": 0.2595,
943
+ "rewards/accuracies": 0.5375000238418579,
944
+ "rewards/chosen": -0.10852652788162231,
945
+ "rewards/margins": 0.0627359002828598,
946
+ "rewards/rejected": -0.17126242816448212,
947
+ "step": 660
948
+ },
949
+ {
950
+ "epoch": 0.71,
951
+ "learning_rate": 1.1387931183775821e-06,
952
+ "logits/chosen": -0.1807963103055954,
953
+ "logits/rejected": -0.1801833063364029,
954
+ "logps/chosen": -545.267333984375,
955
+ "logps/rejected": -617.2647705078125,
956
+ "loss": 0.2531,
957
+ "rewards/accuracies": 0.543749988079071,
958
+ "rewards/chosen": -0.10741935670375824,
959
+ "rewards/margins": 0.07981701195240021,
960
+ "rewards/rejected": -0.18723638355731964,
961
+ "step": 670
962
+ },
963
+ {
964
+ "epoch": 0.73,
965
+ "learning_rate": 1.061610419159532e-06,
966
+ "logits/chosen": -0.16296163201332092,
967
+ "logits/rejected": -0.16335263848304749,
968
+ "logps/chosen": -568.46923828125,
969
+ "logps/rejected": -639.3665771484375,
970
+ "loss": 0.2827,
971
+ "rewards/accuracies": 0.5062500238418579,
972
+ "rewards/chosen": -0.1257370114326477,
973
+ "rewards/margins": 0.07859646528959274,
974
+ "rewards/rejected": -0.20433346927165985,
975
+ "step": 680
976
+ },
977
+ {
978
+ "epoch": 0.74,
979
+ "learning_rate": 9.864251466888364e-07,
980
+ "logits/chosen": -0.15190322697162628,
981
+ "logits/rejected": -0.023175863549113274,
982
+ "logps/chosen": -568.4057006835938,
983
+ "logps/rejected": -605.7794189453125,
984
+ "loss": 0.2618,
985
+ "rewards/accuracies": 0.5,
986
+ "rewards/chosen": -0.1031126156449318,
987
+ "rewards/margins": 0.07158243656158447,
988
+ "rewards/rejected": -0.17469504475593567,
989
+ "step": 690
990
+ },
991
+ {
992
+ "epoch": 0.75,
993
+ "learning_rate": 9.133417073629288e-07,
994
+ "logits/chosen": -0.2676157057285309,
995
+ "logits/rejected": -0.15279750525951385,
996
+ "logps/chosen": -566.8143310546875,
997
+ "logps/rejected": -579.0692138671875,
998
+ "loss": 0.284,
999
+ "rewards/accuracies": 0.48750001192092896,
1000
+ "rewards/chosen": -0.11574618518352509,
1001
+ "rewards/margins": 0.03857272118330002,
1002
+ "rewards/rejected": -0.1543188989162445,
1003
+ "step": 700
1004
+ },
1005
+ {
1006
+ "epoch": 0.76,
1007
+ "learning_rate": 8.424615888583332e-07,
1008
+ "logits/chosen": -0.13174203038215637,
1009
+ "logits/rejected": -0.1824689358472824,
1010
+ "logps/chosen": -478.6060485839844,
1011
+ "logps/rejected": -531.3140869140625,
1012
+ "loss": 0.2583,
1013
+ "rewards/accuracies": 0.5,
1014
+ "rewards/chosen": -0.08994091302156448,
1015
+ "rewards/margins": 0.053567446768283844,
1016
+ "rewards/rejected": -0.14350834488868713,
1017
+ "step": 710
1018
+ },
1019
+ {
1020
+ "epoch": 0.77,
1021
+ "learning_rate": 7.738832191993092e-07,
1022
+ "logits/chosen": -0.08020667731761932,
1023
+ "logits/rejected": -0.13351663947105408,
1024
+ "logps/chosen": -520.2698974609375,
1025
+ "logps/rejected": -585.7660522460938,
1026
+ "loss": 0.2855,
1027
+ "rewards/accuracies": 0.550000011920929,
1028
+ "rewards/chosen": -0.10003659874200821,
1029
+ "rewards/margins": 0.06318075209856033,
1030
+ "rewards/rejected": -0.16321733593940735,
1031
+ "step": 720
1032
+ },
1033
+ {
1034
+ "epoch": 0.78,
1035
+ "learning_rate": 7.077018300752917e-07,
1036
+ "logits/chosen": -0.18519246578216553,
1037
+ "logits/rejected": -0.13630035519599915,
1038
+ "logps/chosen": -504.2767639160156,
1039
+ "logps/rejected": -569.7481689453125,
1040
+ "loss": 0.2545,
1041
+ "rewards/accuracies": 0.5062500238418579,
1042
+ "rewards/chosen": -0.09188510477542877,
1043
+ "rewards/margins": 0.06354068219661713,
1044
+ "rewards/rejected": -0.1554257869720459,
1045
+ "step": 730
1046
+ },
1047
+ {
1048
+ "epoch": 0.79,
1049
+ "learning_rate": 6.440093245969342e-07,
1050
+ "logits/chosen": -0.19004374742507935,
1051
+ "logits/rejected": -0.1609114110469818,
1052
+ "logps/chosen": -557.939208984375,
1053
+ "logps/rejected": -546.6970825195312,
1054
+ "loss": 0.2965,
1055
+ "rewards/accuracies": 0.4749999940395355,
1056
+ "rewards/chosen": -0.10281065851449966,
1057
+ "rewards/margins": 0.04500015825033188,
1058
+ "rewards/rejected": -0.14781081676483154,
1059
+ "step": 740
1060
+ },
1061
+ {
1062
+ "epoch": 0.8,
1063
+ "learning_rate": 5.828941496744075e-07,
1064
+ "logits/chosen": -0.17647784948349,
1065
+ "logits/rejected": -0.13355641067028046,
1066
+ "logps/chosen": -567.4881591796875,
1067
+ "logps/rejected": -612.3013305664062,
1068
+ "loss": 0.2652,
1069
+ "rewards/accuracies": 0.5,
1070
+ "rewards/chosen": -0.11634314060211182,
1071
+ "rewards/margins": 0.061061274260282516,
1072
+ "rewards/rejected": -0.17740443348884583,
1073
+ "step": 750
1074
+ },
1075
+ {
1076
+ "epoch": 0.81,
1077
+ "learning_rate": 5.244411731951671e-07,
1078
+ "logits/chosen": -0.2159070074558258,
1079
+ "logits/rejected": -0.10073345899581909,
1080
+ "logps/chosen": -459.47149658203125,
1081
+ "logps/rejected": -529.6015014648438,
1082
+ "loss": 0.2666,
1083
+ "rewards/accuracies": 0.5062500238418579,
1084
+ "rewards/chosen": -0.08737196773290634,
1085
+ "rewards/margins": 0.06437215954065323,
1086
+ "rewards/rejected": -0.15174412727355957,
1087
+ "step": 760
1088
+ },
1089
+ {
1090
+ "epoch": 0.82,
1091
+ "learning_rate": 4.6873156617173594e-07,
1092
+ "logits/chosen": -0.1441185027360916,
1093
+ "logits/rejected": -0.027431348338723183,
1094
+ "logps/chosen": -476.61798095703125,
1095
+ "logps/rejected": -507.6756286621094,
1096
+ "loss": 0.2678,
1097
+ "rewards/accuracies": 0.46875,
1098
+ "rewards/chosen": -0.09565510600805283,
1099
+ "rewards/margins": 0.05930342152714729,
1100
+ "rewards/rejected": -0.15495853126049042,
1101
+ "step": 770
1102
+ },
1103
+ {
1104
+ "epoch": 0.83,
1105
+ "learning_rate": 4.1584269002318653e-07,
1106
+ "logits/chosen": -0.14351201057434082,
1107
+ "logits/rejected": -0.13506287336349487,
1108
+ "logps/chosen": -515.0467529296875,
1109
+ "logps/rejected": -579.8074951171875,
1110
+ "loss": 0.2695,
1111
+ "rewards/accuracies": 0.48124998807907104,
1112
+ "rewards/chosen": -0.10201451927423477,
1113
+ "rewards/margins": 0.05492178350687027,
1114
+ "rewards/rejected": -0.15693630278110504,
1115
+ "step": 780
1116
+ },
1117
+ {
1118
+ "epoch": 0.84,
1119
+ "learning_rate": 3.658479891468258e-07,
1120
+ "logits/chosen": -0.12005716562271118,
1121
+ "logits/rejected": -0.13143005967140198,
1122
+ "logps/chosen": -480.64166259765625,
1123
+ "logps/rejected": -542.0699462890625,
1124
+ "loss": 0.2681,
1125
+ "rewards/accuracies": 0.5,
1126
+ "rewards/chosen": -0.10447077453136444,
1127
+ "rewards/margins": 0.0592375211417675,
1128
+ "rewards/rejected": -0.16370829939842224,
1129
+ "step": 790
1130
+ },
1131
+ {
1132
+ "epoch": 0.85,
1133
+ "learning_rate": 3.18816888929272e-07,
1134
+ "logits/chosen": -0.12967665493488312,
1135
+ "logits/rejected": -0.09862512350082397,
1136
+ "logps/chosen": -504.17559814453125,
1137
+ "logps/rejected": -561.1007690429688,
1138
+ "loss": 0.2608,
1139
+ "rewards/accuracies": 0.5,
1140
+ "rewards/chosen": -0.10162999480962753,
1141
+ "rewards/margins": 0.052912771701812744,
1142
+ "rewards/rejected": -0.15454277396202087,
1143
+ "step": 800
1144
+ },
1145
+ {
1146
+ "epoch": 0.86,
1147
+ "learning_rate": 2.748146993385484e-07,
1148
+ "logits/chosen": -0.12466283142566681,
1149
+ "logits/rejected": -0.18476256728172302,
1150
+ "logps/chosen": -521.7217407226562,
1151
+ "logps/rejected": -606.356689453125,
1152
+ "loss": 0.2598,
1153
+ "rewards/accuracies": 0.5,
1154
+ "rewards/chosen": -0.11335861682891846,
1155
+ "rewards/margins": 0.0591861791908741,
1156
+ "rewards/rejected": -0.17254477739334106,
1157
+ "step": 810
1158
+ },
1159
+ {
1160
+ "epoch": 0.87,
1161
+ "learning_rate": 2.3390252423108077e-07,
1162
+ "logits/chosen": -0.17083628475666046,
1163
+ "logits/rejected": -0.12109515815973282,
1164
+ "logps/chosen": -456.31787109375,
1165
+ "logps/rejected": -514.2985229492188,
1166
+ "loss": 0.2716,
1167
+ "rewards/accuracies": 0.42500001192092896,
1168
+ "rewards/chosen": -0.09381003677845001,
1169
+ "rewards/margins": 0.06866031140089035,
1170
+ "rewards/rejected": -0.16247034072875977,
1171
+ "step": 820
1172
+ },
1173
+ {
1174
+ "epoch": 0.89,
1175
+ "learning_rate": 1.961371764995243e-07,
1176
+ "logits/chosen": -0.16086441278457642,
1177
+ "logits/rejected": -0.13963501155376434,
1178
+ "logps/chosen": -485.7345275878906,
1179
+ "logps/rejected": -566.4594116210938,
1180
+ "loss": 0.2668,
1181
+ "rewards/accuracies": 0.5,
1182
+ "rewards/chosen": -0.08713211864233017,
1183
+ "rewards/margins": 0.0719505250453949,
1184
+ "rewards/rejected": -0.15908263623714447,
1185
+ "step": 830
1186
+ },
1187
+ {
1188
+ "epoch": 0.9,
1189
+ "learning_rate": 1.61571099179261e-07,
1190
+ "logits/chosen": -0.08465079963207245,
1191
+ "logits/rejected": -0.21077242493629456,
1192
+ "logps/chosen": -507.953369140625,
1193
+ "logps/rejected": -587.9386596679688,
1194
+ "loss": 0.2522,
1195
+ "rewards/accuracies": 0.5375000238418579,
1196
+ "rewards/chosen": -0.09845003485679626,
1197
+ "rewards/margins": 0.0746922716498375,
1198
+ "rewards/rejected": -0.17314231395721436,
1199
+ "step": 840
1200
+ },
1201
+ {
1202
+ "epoch": 0.91,
1203
+ "learning_rate": 1.3025229262312367e-07,
1204
+ "logits/chosen": -0.12216424942016602,
1205
+ "logits/rejected": -0.10754810273647308,
1206
+ "logps/chosen": -534.802734375,
1207
+ "logps/rejected": -569.3134155273438,
1208
+ "loss": 0.2789,
1209
+ "rewards/accuracies": 0.5249999761581421,
1210
+ "rewards/chosen": -0.1041802167892456,
1211
+ "rewards/margins": 0.06386038661003113,
1212
+ "rewards/rejected": -0.16804060339927673,
1213
+ "step": 850
1214
+ },
1215
+ {
1216
+ "epoch": 0.92,
1217
+ "learning_rate": 1.0222424784546853e-07,
1218
+ "logits/chosen": -0.2511650621891022,
1219
+ "logits/rejected": -0.1288149058818817,
1220
+ "logps/chosen": -511.1424255371094,
1221
+ "logps/rejected": -537.6439208984375,
1222
+ "loss": 0.2629,
1223
+ "rewards/accuracies": 0.39375001192092896,
1224
+ "rewards/chosen": -0.08994197845458984,
1225
+ "rewards/margins": 0.051044024527072906,
1226
+ "rewards/rejected": -0.14098599553108215,
1227
+ "step": 860
1228
+ },
1229
+ {
1230
+ "epoch": 0.93,
1231
+ "learning_rate": 7.752588612816553e-08,
1232
+ "logits/chosen": -0.2117297351360321,
1233
+ "logits/rejected": -0.17164471745491028,
1234
+ "logps/chosen": -505.76715087890625,
1235
+ "logps/rejected": -567.2267456054688,
1236
+ "loss": 0.2535,
1237
+ "rewards/accuracies": 0.46875,
1238
+ "rewards/chosen": -0.0884295180439949,
1239
+ "rewards/margins": 0.07234706729650497,
1240
+ "rewards/rejected": -0.16077657043933868,
1241
+ "step": 870
1242
+ },
1243
+ {
1244
+ "epoch": 0.94,
1245
+ "learning_rate": 5.619150497236991e-08,
1246
+ "logits/chosen": -0.13743457198143005,
1247
+ "logits/rejected": -0.13362528383731842,
1248
+ "logps/chosen": -507.50946044921875,
1249
+ "logps/rejected": -544.0374755859375,
1250
+ "loss": 0.2857,
1251
+ "rewards/accuracies": 0.45625001192092896,
1252
+ "rewards/chosen": -0.10853898525238037,
1253
+ "rewards/margins": 0.044584743678569794,
1254
+ "rewards/rejected": -0.15312373638153076,
1255
+ "step": 880
1256
+ },
1257
+ {
1258
+ "epoch": 0.95,
1259
+ "learning_rate": 3.825073047112743e-08,
1260
+ "logits/chosen": -0.16523101925849915,
1261
+ "logits/rejected": -0.1837397962808609,
1262
+ "logps/chosen": -475.5501403808594,
1263
+ "logps/rejected": -527.5878295898438,
1264
+ "loss": 0.2617,
1265
+ "rewards/accuracies": 0.4625000059604645,
1266
+ "rewards/chosen": -0.08936251699924469,
1267
+ "rewards/margins": 0.06296424567699432,
1268
+ "rewards/rejected": -0.15232674777507782,
1269
+ "step": 890
1270
+ },
1271
+ {
1272
+ "epoch": 0.96,
1273
+ "learning_rate": 2.372847616895685e-08,
1274
+ "logits/chosen": -0.23205402493476868,
1275
+ "logits/rejected": -0.2261538952589035,
1276
+ "logps/chosen": -500.764892578125,
1277
+ "logps/rejected": -598.1412963867188,
1278
+ "loss": 0.2395,
1279
+ "rewards/accuracies": 0.574999988079071,
1280
+ "rewards/chosen": -0.09027452021837234,
1281
+ "rewards/margins": 0.07599581778049469,
1282
+ "rewards/rejected": -0.16627033054828644,
1283
+ "step": 900
1284
+ },
1285
+ {
1286
+ "epoch": 0.97,
1287
+ "learning_rate": 1.264490846553279e-08,
1288
+ "logits/chosen": -0.18639487028121948,
1289
+ "logits/rejected": -0.2467382252216339,
1290
+ "logps/chosen": -519.2239379882812,
1291
+ "logps/rejected": -602.8407592773438,
1292
+ "loss": 0.2546,
1293
+ "rewards/accuracies": 0.5562499761581421,
1294
+ "rewards/chosen": -0.09007105976343155,
1295
+ "rewards/margins": 0.07813303172588348,
1296
+ "rewards/rejected": -0.16820409893989563,
1297
+ "step": 910
1298
+ },
1299
+ {
1300
+ "epoch": 0.98,
1301
+ "learning_rate": 5.015418611516165e-09,
1302
+ "logits/chosen": -0.09497157484292984,
1303
+ "logits/rejected": -0.20631170272827148,
1304
+ "logps/chosen": -507.2242126464844,
1305
+ "logps/rejected": -574.6315307617188,
1306
+ "loss": 0.2819,
1307
+ "rewards/accuracies": 0.45625001192092896,
1308
+ "rewards/chosen": -0.10080975294113159,
1309
+ "rewards/margins": 0.06279795616865158,
1310
+ "rewards/rejected": -0.16360768675804138,
1311
+ "step": 920
1312
+ },
1313
+ {
1314
+ "epoch": 0.99,
1315
+ "learning_rate": 8.506013354186993e-10,
1316
+ "logits/chosen": -0.13831308484077454,
1317
+ "logits/rejected": -0.15870514512062073,
1318
+ "logps/chosen": -443.75421142578125,
1319
+ "logps/rejected": -540.8892822265625,
1320
+ "loss": 0.2713,
1321
+ "rewards/accuracies": 0.46875,
1322
+ "rewards/chosen": -0.09177975356578827,
1323
+ "rewards/margins": 0.07154536247253418,
1324
+ "rewards/rejected": -0.16332513093948364,
1325
+ "step": 930
1326
+ },
1327
+ {
1328
+ "epoch": 1.0,
1329
+ "step": 937,
1330
+ "total_flos": 0.0,
1331
+ "train_loss": 0.2777036651094288,
1332
+ "train_runtime": 6958.035,
1333
+ "train_samples_per_second": 4.312,
1334
+ "train_steps_per_second": 0.135
1335
+ }
1336
+ ],
1337
+ "logging_steps": 10,
1338
+ "max_steps": 937,
1339
+ "num_input_tokens_seen": 0,
1340
+ "num_train_epochs": 1,
1341
+ "save_steps": 100,
1342
+ "total_flos": 0.0,
1343
+ "train_batch_size": 4,
1344
+ "trial_name": null,
1345
+ "trial_params": null
1346
+ }