File size: 10,644 Bytes
80cca22
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.1289213579716373,
  "eval_steps": 50,
  "global_step": 150,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.008594757198109154,
      "grad_norm": 0.05934199318289757,
      "learning_rate": 4.999451708687114e-06,
      "logits/chosen": 14.762972831726074,
      "logits/rejected": 15.199728012084961,
      "logps/chosen": -0.3259914815425873,
      "logps/rejected": -0.34297481179237366,
      "loss": 0.9377,
      "rewards/accuracies": 0.4000000059604645,
      "rewards/chosen": -0.4889872074127197,
      "rewards/margins": 0.02547495998442173,
      "rewards/rejected": -0.5144621729850769,
      "step": 10
    },
    {
      "epoch": 0.017189514396218308,
      "grad_norm": 0.06342790275812149,
      "learning_rate": 4.997807075247147e-06,
      "logits/chosen": 14.351249694824219,
      "logits/rejected": 15.068448066711426,
      "logps/chosen": -0.2809392511844635,
      "logps/rejected": -0.3711296617984772,
      "loss": 0.9352,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.42140883207321167,
      "rewards/margins": 0.1352856159210205,
      "rewards/rejected": -0.5566944479942322,
      "step": 20
    },
    {
      "epoch": 0.02578427159432746,
      "grad_norm": 0.053961098194122314,
      "learning_rate": 4.9950668210706795e-06,
      "logits/chosen": 14.636960983276367,
      "logits/rejected": 15.265243530273438,
      "logps/chosen": -0.2820780873298645,
      "logps/rejected": -0.34024301171302795,
      "loss": 0.9351,
      "rewards/accuracies": 0.4749999940395355,
      "rewards/chosen": -0.42311716079711914,
      "rewards/margins": 0.08724743127822876,
      "rewards/rejected": -0.5103646516799927,
      "step": 30
    },
    {
      "epoch": 0.034379028792436615,
      "grad_norm": 0.13506193459033966,
      "learning_rate": 4.9912321481237616e-06,
      "logits/chosen": 14.4556884765625,
      "logits/rejected": 15.048967361450195,
      "logps/chosen": -0.2897028625011444,
      "logps/rejected": -0.34129124879837036,
      "loss": 0.922,
      "rewards/accuracies": 0.44999998807907104,
      "rewards/chosen": -0.43455424904823303,
      "rewards/margins": 0.07738252729177475,
      "rewards/rejected": -0.5119368433952332,
      "step": 40
    },
    {
      "epoch": 0.042973785990545764,
      "grad_norm": 0.05230574309825897,
      "learning_rate": 4.986304738420684e-06,
      "logits/chosen": 14.628789901733398,
      "logits/rejected": 15.307828903198242,
      "logps/chosen": -0.28786614537239075,
      "logps/rejected": -0.3513876795768738,
      "loss": 0.9201,
      "rewards/accuracies": 0.5375000238418579,
      "rewards/chosen": -0.4317992329597473,
      "rewards/margins": 0.09528233855962753,
      "rewards/rejected": -0.5270815491676331,
      "step": 50
    },
    {
      "epoch": 0.042973785990545764,
      "eval_logits/chosen": 14.234943389892578,
      "eval_logits/rejected": 15.258601188659668,
      "eval_logps/chosen": -0.2844341993331909,
      "eval_logps/rejected": -0.3695394694805145,
      "eval_loss": 0.9226060509681702,
      "eval_rewards/accuracies": 0.5157894492149353,
      "eval_rewards/chosen": -0.42665132880210876,
      "eval_rewards/margins": 0.1276579648256302,
      "eval_rewards/rejected": -0.5543092489242554,
      "eval_runtime": 25.9356,
      "eval_samples_per_second": 29.033,
      "eval_steps_per_second": 3.663,
      "step": 50
    },
    {
      "epoch": 0.05156854318865492,
      "grad_norm": 0.09328428655862808,
      "learning_rate": 4.980286753286196e-06,
      "logits/chosen": 14.35963249206543,
      "logits/rejected": 15.055354118347168,
      "logps/chosen": -0.27534741163253784,
      "logps/rejected": -0.33098170161247253,
      "loss": 0.9356,
      "rewards/accuracies": 0.512499988079071,
      "rewards/chosen": -0.4130210876464844,
      "rewards/margins": 0.08345144242048264,
      "rewards/rejected": -0.4964725375175476,
      "step": 60
    },
    {
      "epoch": 0.060163300386764075,
      "grad_norm": 0.06518550217151642,
      "learning_rate": 4.973180832407471e-06,
      "logits/chosen": 14.599525451660156,
      "logits/rejected": 14.825297355651855,
      "logps/chosen": -0.2708163857460022,
      "logps/rejected": -0.3305850923061371,
      "loss": 0.9257,
      "rewards/accuracies": 0.550000011920929,
      "rewards/chosen": -0.4062245786190033,
      "rewards/margins": 0.08965305984020233,
      "rewards/rejected": -0.4958776533603668,
      "step": 70
    },
    {
      "epoch": 0.06875805758487323,
      "grad_norm": 0.07543154805898666,
      "learning_rate": 4.964990092676263e-06,
      "logits/chosen": 14.947430610656738,
      "logits/rejected": 15.093690872192383,
      "logps/chosen": -0.2602943778038025,
      "logps/rejected": -0.31820863485336304,
      "loss": 0.9168,
      "rewards/accuracies": 0.5,
      "rewards/chosen": -0.39044153690338135,
      "rewards/margins": 0.08687138557434082,
      "rewards/rejected": -0.47731298208236694,
      "step": 80
    },
    {
      "epoch": 0.07735281478298238,
      "grad_norm": 0.06628195196390152,
      "learning_rate": 4.9557181268217225e-06,
      "logits/chosen": 14.43529987335205,
      "logits/rejected": 14.750699043273926,
      "logps/chosen": -0.2884291708469391,
      "logps/rejected": -0.34193652868270874,
      "loss": 0.9273,
      "rewards/accuracies": 0.5249999761581421,
      "rewards/chosen": -0.43264374136924744,
      "rewards/margins": 0.08026103675365448,
      "rewards/rejected": -0.5129047632217407,
      "step": 90
    },
    {
      "epoch": 0.08594757198109153,
      "grad_norm": 0.08684897422790527,
      "learning_rate": 4.9453690018345144e-06,
      "logits/chosen": 13.573002815246582,
      "logits/rejected": 14.441877365112305,
      "logps/chosen": -0.2569890320301056,
      "logps/rejected": -0.37049269676208496,
      "loss": 0.9009,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.3854835629463196,
      "rewards/margins": 0.17025551199913025,
      "rewards/rejected": -0.5557390451431274,
      "step": 100
    },
    {
      "epoch": 0.08594757198109153,
      "eval_logits/chosen": 14.026633262634277,
      "eval_logits/rejected": 15.08835220336914,
      "eval_logps/chosen": -0.2761566936969757,
      "eval_logps/rejected": -0.3717801570892334,
      "eval_loss": 0.9138591885566711,
      "eval_rewards/accuracies": 0.5368421077728271,
      "eval_rewards/chosen": -0.41423505544662476,
      "eval_rewards/margins": 0.1434352546930313,
      "eval_rewards/rejected": -0.5576702952384949,
      "eval_runtime": 25.3996,
      "eval_samples_per_second": 29.646,
      "eval_steps_per_second": 3.74,
      "step": 100
    },
    {
      "epoch": 0.09454232917920069,
      "grad_norm": 0.08046824485063553,
      "learning_rate": 4.933947257182901e-06,
      "logits/chosen": 14.500630378723145,
      "logits/rejected": 14.831761360168457,
      "logps/chosen": -0.30049553513526917,
      "logps/rejected": -0.3315966725349426,
      "loss": 0.916,
      "rewards/accuracies": 0.4625000059604645,
      "rewards/chosen": -0.45074325799942017,
      "rewards/margins": 0.04665176197886467,
      "rewards/rejected": -0.49739497900009155,
      "step": 110
    },
    {
      "epoch": 0.10313708637730984,
      "grad_norm": 0.12244562804698944,
      "learning_rate": 4.921457902821578e-06,
      "logits/chosen": 14.26713752746582,
      "logits/rejected": 14.495455741882324,
      "logps/chosen": -0.2670941650867462,
      "logps/rejected": -0.32481229305267334,
      "loss": 0.9167,
      "rewards/accuracies": 0.550000011920929,
      "rewards/chosen": -0.4006412625312805,
      "rewards/margins": 0.08657723665237427,
      "rewards/rejected": -0.4872184693813324,
      "step": 120
    },
    {
      "epoch": 0.11173184357541899,
      "grad_norm": 0.1828213334083557,
      "learning_rate": 4.907906416994146e-06,
      "logits/chosen": 14.009546279907227,
      "logits/rejected": 14.297094345092773,
      "logps/chosen": -0.27995598316192627,
      "logps/rejected": -0.3530685007572174,
      "loss": 0.9087,
      "rewards/accuracies": 0.5249999761581421,
      "rewards/chosen": -0.419933944940567,
      "rewards/margins": 0.10966875404119492,
      "rewards/rejected": -0.5296027660369873,
      "step": 130
    },
    {
      "epoch": 0.12032660077352815,
      "grad_norm": 0.10407563298940659,
      "learning_rate": 4.893298743830168e-06,
      "logits/chosen": 13.689155578613281,
      "logits/rejected": 14.1933012008667,
      "logps/chosen": -0.25955715775489807,
      "logps/rejected": -0.3815004229545593,
      "loss": 0.9053,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": -0.3893357217311859,
      "rewards/margins": 0.18291489779949188,
      "rewards/rejected": -0.5722506046295166,
      "step": 140
    },
    {
      "epoch": 0.1289213579716373,
      "grad_norm": 0.10028588026762009,
      "learning_rate": 4.8776412907378845e-06,
      "logits/chosen": 12.851397514343262,
      "logits/rejected": 13.509778022766113,
      "logps/chosen": -0.23652991652488708,
      "logps/rejected": -0.3720462918281555,
      "loss": 0.8999,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.3547949194908142,
      "rewards/margins": 0.2032744586467743,
      "rewards/rejected": -0.5580693483352661,
      "step": 150
    },
    {
      "epoch": 0.1289213579716373,
      "eval_logits/chosen": 12.384929656982422,
      "eval_logits/rejected": 13.672826766967773,
      "eval_logps/chosen": -0.27857670187950134,
      "eval_logps/rejected": -0.4014737904071808,
      "eval_loss": 0.8956203460693359,
      "eval_rewards/accuracies": 0.5684210658073425,
      "eval_rewards/chosen": -0.4178650677204132,
      "eval_rewards/margins": 0.18434564769268036,
      "eval_rewards/rejected": -0.6022107601165771,
      "eval_runtime": 25.4176,
      "eval_samples_per_second": 29.625,
      "eval_steps_per_second": 3.738,
      "step": 150
    }
  ],
  "logging_steps": 10,
  "max_steps": 1500,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 50,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 3.4556641787930214e+17,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}