File size: 10,440 Bytes
5acd714
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.27350427350427353,
  "eval_steps": 40,
  "global_step": 80,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.017094017094017096,
      "grad_norm": 35.038580788061665,
      "learning_rate": 5e-07,
      "logits/chosen": -2.7457876205444336,
      "logits/rejected": -2.7444841861724854,
      "logps/chosen": -164.26461791992188,
      "logps/rejected": -170.55870056152344,
      "loss": 0.6935,
      "rewards/accuracies": 0.26875001192092896,
      "rewards/chosen": 0.003455913159996271,
      "rewards/margins": -0.0019886991940438747,
      "rewards/rejected": 0.0054446132853627205,
      "step": 5
    },
    {
      "epoch": 0.03418803418803419,
      "grad_norm": 36.203903910498276,
      "learning_rate": 1e-06,
      "logits/chosen": -2.7106502056121826,
      "logits/rejected": -2.716397523880005,
      "logps/chosen": -171.80043029785156,
      "logps/rejected": -165.20602416992188,
      "loss": 0.6875,
      "rewards/accuracies": 0.5062500238418579,
      "rewards/chosen": 0.012000308372080326,
      "rewards/margins": 0.0025437879376113415,
      "rewards/rejected": 0.009456520900130272,
      "step": 10
    },
    {
      "epoch": 0.05128205128205128,
      "grad_norm": 33.9576577784673,
      "learning_rate": 9.999177507263144e-07,
      "logits/chosen": -2.651571750640869,
      "logits/rejected": -2.629457473754883,
      "logps/chosen": -174.04080200195312,
      "logps/rejected": -174.0542755126953,
      "loss": 0.6698,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": 0.23909731209278107,
      "rewards/margins": 0.10868903249502182,
      "rewards/rejected": 0.13040827214717865,
      "step": 15
    },
    {
      "epoch": 0.06837606837606838,
      "grad_norm": 34.33646066636181,
      "learning_rate": 9.996710299650301e-07,
      "logits/chosen": -2.476440668106079,
      "logits/rejected": -2.450225353240967,
      "logps/chosen": -158.1311798095703,
      "logps/rejected": -158.0066680908203,
      "loss": 0.6613,
      "rewards/accuracies": 0.6000000238418579,
      "rewards/chosen": 0.4318675100803375,
      "rewards/margins": 0.14549395442008972,
      "rewards/rejected": 0.2863735556602478,
      "step": 20
    },
    {
      "epoch": 0.08547008547008547,
      "grad_norm": 33.16430522723429,
      "learning_rate": 9.992599188865604e-07,
      "logits/chosen": -2.3086318969726562,
      "logits/rejected": -2.3104796409606934,
      "logps/chosen": -150.59771728515625,
      "logps/rejected": -156.85037231445312,
      "loss": 0.6494,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": 0.5047669410705566,
      "rewards/margins": 0.16554531455039978,
      "rewards/rejected": 0.33922165632247925,
      "step": 25
    },
    {
      "epoch": 0.10256410256410256,
      "grad_norm": 34.52861424862365,
      "learning_rate": 9.98684552745256e-07,
      "logits/chosen": -2.217874050140381,
      "logits/rejected": -2.2254481315612793,
      "logps/chosen": -161.29412841796875,
      "logps/rejected": -161.40841674804688,
      "loss": 0.6295,
      "rewards/accuracies": 0.625,
      "rewards/chosen": 0.4176379144191742,
      "rewards/margins": 0.26531916856765747,
      "rewards/rejected": 0.15231874585151672,
      "step": 30
    },
    {
      "epoch": 0.11965811965811966,
      "grad_norm": 31.455117829218544,
      "learning_rate": 9.979451208349055e-07,
      "logits/chosen": -2.2608728408813477,
      "logits/rejected": -2.246007204055786,
      "logps/chosen": -171.71456909179688,
      "logps/rejected": -174.46578979492188,
      "loss": 0.6305,
      "rewards/accuracies": 0.6499999761581421,
      "rewards/chosen": -0.01912705972790718,
      "rewards/margins": 0.31441593170166016,
      "rewards/rejected": -0.33354294300079346,
      "step": 35
    },
    {
      "epoch": 0.13675213675213677,
      "grad_norm": 31.67318837058587,
      "learning_rate": 9.970418664264595e-07,
      "logits/chosen": -2.345672130584717,
      "logits/rejected": -2.331491470336914,
      "logps/chosen": -171.24766540527344,
      "logps/rejected": -176.8189697265625,
      "loss": 0.5989,
      "rewards/accuracies": 0.699999988079071,
      "rewards/chosen": -0.27867692708969116,
      "rewards/margins": 0.5290472507476807,
      "rewards/rejected": -0.8077241778373718,
      "step": 40
    },
    {
      "epoch": 0.13675213675213677,
      "eval_logits/chosen": -2.4102065563201904,
      "eval_logits/rejected": -2.401230573654175,
      "eval_logps/chosen": -162.36439514160156,
      "eval_logps/rejected": -167.4954071044922,
      "eval_loss": 0.6069236993789673,
      "eval_rewards/accuracies": 0.6365384459495544,
      "eval_rewards/chosen": -0.388705849647522,
      "eval_rewards/margins": 0.47280558943748474,
      "eval_rewards/rejected": -0.8615114688873291,
      "eval_runtime": 509.918,
      "eval_samples_per_second": 16.305,
      "eval_steps_per_second": 0.255,
      "step": 40
    },
    {
      "epoch": 0.15384615384615385,
      "grad_norm": 36.18313806223269,
      "learning_rate": 9.95975086687994e-07,
      "logits/chosen": -2.44050669670105,
      "logits/rejected": -2.4460220336914062,
      "logps/chosen": -163.82875061035156,
      "logps/rejected": -167.35989379882812,
      "loss": 0.6146,
      "rewards/accuracies": 0.7124999761581421,
      "rewards/chosen": -0.31098368763923645,
      "rewards/margins": 0.46269193291664124,
      "rewards/rejected": -0.7736755609512329,
      "step": 45
    },
    {
      "epoch": 0.17094017094017094,
      "grad_norm": 31.13412274683678,
      "learning_rate": 9.947451325869439e-07,
      "logits/chosen": -2.501091718673706,
      "logits/rejected": -2.4991250038146973,
      "logps/chosen": -172.09686279296875,
      "logps/rejected": -177.7747802734375,
      "loss": 0.577,
      "rewards/accuracies": 0.75,
      "rewards/chosen": -0.212348073720932,
      "rewards/margins": 0.6062799692153931,
      "rewards/rejected": -0.8186280131340027,
      "step": 50
    },
    {
      "epoch": 0.18803418803418803,
      "grad_norm": 31.508672436862835,
      "learning_rate": 9.933524087746347e-07,
      "logits/chosen": -2.437525510787964,
      "logits/rejected": -2.4285693168640137,
      "logps/chosen": -168.1316375732422,
      "logps/rejected": -175.23193359375,
      "loss": 0.571,
      "rewards/accuracies": 0.75,
      "rewards/chosen": -0.513076901435852,
      "rewards/margins": 0.7702310681343079,
      "rewards/rejected": -1.2833080291748047,
      "step": 55
    },
    {
      "epoch": 0.20512820512820512,
      "grad_norm": 30.148068867306787,
      "learning_rate": 9.917973734531549e-07,
      "logits/chosen": -2.431530475616455,
      "logits/rejected": -2.431729793548584,
      "logps/chosen": -159.38168334960938,
      "logps/rejected": -170.52500915527344,
      "loss": 0.5762,
      "rewards/accuracies": 0.699999988079071,
      "rewards/chosen": -0.34855490922927856,
      "rewards/margins": 0.5969334244728088,
      "rewards/rejected": -0.9454883337020874,
      "step": 60
    },
    {
      "epoch": 0.2222222222222222,
      "grad_norm": 32.03814968183332,
      "learning_rate": 9.90080538224607e-07,
      "logits/chosen": -2.533193588256836,
      "logits/rejected": -2.5252978801727295,
      "logps/chosen": -157.30966186523438,
      "logps/rejected": -166.26011657714844,
      "loss": 0.5643,
      "rewards/accuracies": 0.706250011920929,
      "rewards/chosen": -0.007600936107337475,
      "rewards/margins": 0.5010749697685242,
      "rewards/rejected": -0.5086758732795715,
      "step": 65
    },
    {
      "epoch": 0.23931623931623933,
      "grad_norm": 29.16308768569833,
      "learning_rate": 9.882024679227938e-07,
      "logits/chosen": -2.5899624824523926,
      "logits/rejected": -2.5779967308044434,
      "logps/chosen": -178.4553985595703,
      "logps/rejected": -179.71542358398438,
      "loss": 0.5464,
      "rewards/accuracies": 0.699999988079071,
      "rewards/chosen": -0.47189587354660034,
      "rewards/margins": 0.8304598927497864,
      "rewards/rejected": -1.3023556470870972,
      "step": 70
    },
    {
      "epoch": 0.2564102564102564,
      "grad_norm": 28.918531347661485,
      "learning_rate": 9.861637804273881e-07,
      "logits/chosen": -2.578892469406128,
      "logits/rejected": -2.5758416652679443,
      "logps/chosen": -162.60537719726562,
      "logps/rejected": -170.6789093017578,
      "loss": 0.5553,
      "rewards/accuracies": 0.6875,
      "rewards/chosen": -0.45147842168807983,
      "rewards/margins": 0.6994724273681641,
      "rewards/rejected": -1.1509509086608887,
      "step": 75
    },
    {
      "epoch": 0.27350427350427353,
      "grad_norm": 26.98866754941649,
      "learning_rate": 9.83965146460653e-07,
      "logits/chosen": -2.54936146736145,
      "logits/rejected": -2.5406956672668457,
      "logps/chosen": -168.81484985351562,
      "logps/rejected": -179.770751953125,
      "loss": 0.5452,
      "rewards/accuracies": 0.6812499761581421,
      "rewards/chosen": -0.6899678111076355,
      "rewards/margins": 0.8549306988716125,
      "rewards/rejected": -1.544898509979248,
      "step": 80
    },
    {
      "epoch": 0.27350427350427353,
      "eval_logits/chosen": -2.53336238861084,
      "eval_logits/rejected": -2.517695665359497,
      "eval_logps/chosen": -167.28964233398438,
      "eval_logps/rejected": -177.21824645996094,
      "eval_loss": 0.5331124663352966,
      "eval_rewards/accuracies": 0.7134615182876587,
      "eval_rewards/chosen": -0.8812309503555298,
      "eval_rewards/margins": 0.9525622725486755,
      "eval_rewards/rejected": -1.8337931632995605,
      "eval_runtime": 510.0922,
      "eval_samples_per_second": 16.299,
      "eval_steps_per_second": 0.255,
      "step": 80
    }
  ],
  "logging_steps": 5,
  "max_steps": 876,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 40,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 942964633239552.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}