Alex6513 commited on
Commit
48e8cf0
·
verified ·
1 Parent(s): a6b8458

End of training

Browse files
README.md CHANGED
@@ -40,7 +40,7 @@ This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing
40
  - TRL: 0.15.2
41
  - Transformers: 4.51.3
42
  - Pytorch: 2.5.1
43
- - Datasets: 3.5.0
44
  - Tokenizers: 0.21.1
45
 
46
  ## Citations
 
40
  - TRL: 0.15.2
41
  - Transformers: 4.51.3
42
  - Pytorch: 2.5.1
43
+ - Datasets: 3.5.1
44
  - Tokenizers: 0.21.1
45
 
46
  ## Citations
all_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "total_flos": 0.0,
3
- "train_loss": 112738.47402167018,
4
- "train_runtime": 120.4527,
5
- "train_samples": 28,
6
- "train_samples_per_second": 2.657,
7
- "train_steps_per_second": 0.166
8
  }
 
1
  {
2
  "total_flos": 0.0,
3
+ "train_loss": 4.051951691508293e-06,
4
+ "train_runtime": 400.9226,
5
+ "train_samples": 92,
6
+ "train_samples_per_second": 0.798,
7
+ "train_steps_per_second": 0.05
8
  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e4dd321b86c4618e847033c86f24449ab4ef0986295c656b5bdac3223e0f6f3c
3
  size 1976163472
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c6dec50e47d18e5cffc0d385cfe34a8ecf10a3e6e0d08c6e2de7291d75e2db2
3
  size 1976163472
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "total_flos": 0.0,
3
- "train_loss": 112738.47402167018,
4
- "train_runtime": 120.4527,
5
- "train_samples": 28,
6
- "train_samples_per_second": 2.657,
7
- "train_steps_per_second": 0.166
8
  }
 
1
  {
2
  "total_flos": 0.0,
3
+ "train_loss": 4.051951691508293e-06,
4
+ "train_runtime": 400.9226,
5
+ "train_samples": 92,
6
+ "train_samples_per_second": 0.798,
7
+ "train_steps_per_second": 0.05
8
  }
trainer_state.json CHANGED
@@ -2,7 +2,7 @@
2
  "best_global_step": null,
3
  "best_metric": null,
4
  "best_model_checkpoint": null,
5
- "epoch": 5.0,
6
  "eval_steps": 500,
7
  "global_step": 20,
8
  "is_hyper_param_search": false,
@@ -10,209 +10,209 @@
10
  "is_world_process_zero": true,
11
  "log_history": [
12
  {
13
- "completion_length": 249.40625,
14
- "epoch": 0.5714285714285714,
15
- "grad_norm": 78.55313110351562,
16
  "kl": 0.0,
17
  "learning_rate": 5e-07,
18
- "loss": -0.0,
19
- "reward": 3.0591967664659023,
20
- "reward_std": 1.667841853806749,
21
- "rewards/concensus_correctness_reward_func": 0.6743124946951866,
22
- "rewards/consensus_reward_func": 0.6875,
23
  "rewards/cumulative_reward_2": 0.0,
24
- "rewards/final_correctness_reward_func": 0.1875,
25
- "rewards/question_recreation_reward_func": 0.6536654952215031,
26
- "rewards/soft_format_reward_func": 0.015625,
27
- "rewards/strict_format_reward_func": 0.078125,
28
- "rewards/xmlcount_reward_func": 0.7624687403440475,
29
  "step": 2
30
  },
31
  {
32
- "completion_length": 149.375,
33
- "epoch": 1.0,
34
- "grad_norm": 86.88078308105469,
35
- "kl": 0.05806352787961563,
36
  "learning_rate": 4.864543104251586e-07,
37
  "loss": 0.0,
38
- "reward": 5.5724403858184814,
39
- "reward_std": 1.5296151217771694,
40
- "rewards/concensus_correctness_reward_func": 1.7816666613022487,
41
- "rewards/consensus_reward_func": 1.5,
42
  "rewards/cumulative_reward_2": 0.0,
43
- "rewards/final_correctness_reward_func": 0.3333333333333333,
44
- "rewards/question_recreation_reward_func": 0.7538986553748449,
45
  "rewards/soft_format_reward_func": 0.0,
46
- "rewards/strict_format_reward_func": 0.16666666666666666,
47
- "rewards/xmlcount_reward_func": 1.0368749996026356,
48
  "step": 4
49
  },
50
  {
51
- "completion_length": 152.34375,
52
- "epoch": 1.5714285714285714,
53
- "grad_norm": 34.086280822753906,
54
- "kl": 0.6559465810423717,
55
  "learning_rate": 4.472851273490984e-07,
56
- "loss": 0.0007,
57
- "reward": 6.155833105556667,
58
- "reward_std": 0.6093435278016841,
59
- "rewards/concensus_correctness_reward_func": 2.099375005811453,
60
- "rewards/consensus_reward_func": 1.5625,
61
  "rewards/cumulative_reward_2": 0.0,
62
- "rewards/final_correctness_reward_func": 0.3125,
63
- "rewards/question_recreation_reward_func": 0.7866768958047032,
64
  "rewards/soft_format_reward_func": 0.0,
65
- "rewards/strict_format_reward_func": 0.3125,
66
- "rewards/xmlcount_reward_func": 1.0822812505066395,
67
  "step": 6
68
  },
69
  {
70
- "completion_length": 175.41666666666666,
71
- "epoch": 2.0,
72
- "grad_norm": 102.05463409423828,
73
- "kl": 1.1159729743376374,
74
  "learning_rate": 3.867370395306068e-07,
75
- "loss": 0.0008,
76
- "reward": 5.1590457409620285,
77
- "reward_std": 1.2149010785312082,
78
- "rewards/concensus_correctness_reward_func": 1.4724166442950566,
79
- "rewards/consensus_reward_func": 1.4166666666666667,
80
  "rewards/cumulative_reward_2": 0.0,
81
- "rewards/final_correctness_reward_func": 0.5,
82
- "rewards/question_recreation_reward_func": 0.7165040796001753,
83
  "rewards/soft_format_reward_func": 0.0,
84
- "rewards/strict_format_reward_func": 0.0625,
85
- "rewards/xmlcount_reward_func": 0.9909583280483881,
86
  "step": 8
87
  },
88
  {
89
- "completion_length": 181.1875,
90
- "epoch": 2.571428571428571,
91
- "grad_norm": 1401648.875,
92
- "kl": 4485897.915470626,
93
  "learning_rate": 3.1137137178519977e-07,
94
- "loss": 4485.897,
95
- "reward": 5.614339977502823,
96
- "reward_std": 1.5171476181130856,
97
- "rewards/concensus_correctness_reward_func": 1.811499997973442,
98
- "rewards/consensus_reward_func": 1.375,
99
  "rewards/cumulative_reward_2": 0.0,
100
- "rewards/final_correctness_reward_func": 0.4375,
101
- "rewards/question_recreation_reward_func": 0.7781211100518703,
102
  "rewards/soft_format_reward_func": 0.0,
103
- "rewards/strict_format_reward_func": 0.1875,
104
- "rewards/xmlcount_reward_func": 1.0247187428176403,
105
  "step": 10
106
  },
107
  {
108
- "completion_length": 150.79166666666666,
109
- "epoch": 3.0,
110
- "grad_norm": 34.14075469970703,
111
- "kl": 219711.29470605837,
112
  "learning_rate": 2.2935516363191693e-07,
113
- "loss": 164.7835,
114
- "reward": 6.4597495794296265,
115
- "reward_std": 0.2802316110270719,
116
- "rewards/concensus_correctness_reward_func": 2.0669999917348227,
117
- "rewards/consensus_reward_func": 1.8333333333333333,
118
  "rewards/cumulative_reward_2": 0.0,
119
- "rewards/final_correctness_reward_func": 0.3333333333333333,
120
- "rewards/question_recreation_reward_func": 0.8656661808490753,
121
  "rewards/soft_format_reward_func": 0.0,
122
- "rewards/strict_format_reward_func": 0.1875,
123
- "rewards/xmlcount_reward_func": 1.1729166706403096,
124
  "step": 12
125
  },
126
  {
127
- "completion_length": 187.09375,
128
- "epoch": 3.571428571428571,
129
- "grad_norm": 469.4254150390625,
130
- "kl": 209.55569416983053,
131
  "learning_rate": 1.4957614383675767e-07,
132
- "loss": 0.2096,
133
- "reward": 6.7032526433467865,
134
- "reward_std": 1.293150786194019,
135
- "rewards/concensus_correctness_reward_func": 2.4413749873638153,
136
- "rewards/consensus_reward_func": 1.625,
137
  "rewards/cumulative_reward_2": 0.0,
138
- "rewards/final_correctness_reward_func": 0.375,
139
- "rewards/question_recreation_reward_func": 0.8526588641107082,
140
  "rewards/soft_format_reward_func": 0.0,
141
- "rewards/strict_format_reward_func": 0.234375,
142
- "rewards/xmlcount_reward_func": 1.174843743443489,
143
  "step": 14
144
  },
145
  {
146
- "completion_length": 156.54166666666666,
147
- "epoch": 4.0,
148
- "grad_norm": 19.79854965209961,
149
- "kl": 128.49675853115818,
150
  "learning_rate": 8.067960709356478e-08,
151
- "loss": 0.0964,
152
- "reward": 5.564403712749481,
153
- "reward_std": 1.683505776959161,
154
- "rewards/concensus_correctness_reward_func": 1.6036666532357533,
155
- "rewards/consensus_reward_func": 1.3333333333333333,
156
  "rewards/cumulative_reward_2": 0.0,
157
- "rewards/final_correctness_reward_func": 0.3333333333333333,
158
- "rewards/question_recreation_reward_func": 0.8824037462472916,
159
  "rewards/soft_format_reward_func": 0.0,
160
- "rewards/strict_format_reward_func": 0.2916666666666667,
161
- "rewards/xmlcount_reward_func": 1.119999997317791,
162
  "step": 16
163
  },
164
  {
165
- "completion_length": 157.4375,
166
- "epoch": 4.571428571428571,
167
- "grad_norm": 53211725824.0,
168
- "kl": 1122733816.4475722,
169
  "learning_rate": 3.013156219837776e-08,
170
- "loss": 1122733.75,
171
- "reward": 5.74696709215641,
172
- "reward_std": 1.4755408964119852,
173
- "rewards/concensus_correctness_reward_func": 1.7621249966323376,
174
- "rewards/consensus_reward_func": 1.625,
175
  "rewards/cumulative_reward_2": 0.0,
176
- "rewards/final_correctness_reward_func": 0.4375,
177
- "rewards/question_recreation_reward_func": 0.6688420784194022,
178
  "rewards/soft_format_reward_func": 0.0,
179
- "rewards/strict_format_reward_func": 0.203125,
180
- "rewards/xmlcount_reward_func": 1.0503750005736947,
181
  "step": 18
182
  },
183
  {
184
- "completion_length": 160.08333333333334,
185
- "epoch": 5.0,
186
- "grad_norm": 22.75950050354004,
187
- "kl": 3.0091245751827955,
188
  "learning_rate": 3.4096741493194193e-09,
189
- "loss": 0.0023,
190
- "reward": 5.480962634086609,
191
- "reward_std": 1.3035912602208555,
192
- "rewards/concensus_correctness_reward_func": 1.6363333264986675,
193
- "rewards/consensus_reward_func": 1.3333333333333333,
194
  "rewards/cumulative_reward_2": 0.0,
195
- "rewards/final_correctness_reward_func": 0.3333333333333333,
196
- "rewards/question_recreation_reward_func": 0.8412126104036967,
197
  "rewards/soft_format_reward_func": 0.0,
198
- "rewards/strict_format_reward_func": 0.22916666666666666,
199
- "rewards/xmlcount_reward_func": 1.107583334048589,
200
  "step": 20
201
  },
202
  {
203
- "epoch": 5.0,
204
  "step": 20,
205
  "total_flos": 0.0,
206
- "train_loss": 112738.47402167018,
207
- "train_runtime": 120.4527,
208
- "train_samples_per_second": 2.657,
209
- "train_steps_per_second": 0.166
210
  }
211
  ],
212
  "logging_steps": 2,
213
  "max_steps": 20,
214
  "num_input_tokens_seen": 0,
215
- "num_train_epochs": 7,
216
  "save_steps": 25,
217
  "stateful_callbacks": {
218
  "TrainerControl": {
 
2
  "best_global_step": null,
3
  "best_metric": null,
4
  "best_model_checkpoint": null,
5
+ "epoch": 1.6956521739130435,
6
  "eval_steps": 500,
7
  "global_step": 20,
8
  "is_hyper_param_search": false,
 
10
  "is_world_process_zero": true,
11
  "log_history": [
12
  {
13
+ "completion_length": 190.625,
14
+ "epoch": 0.17391304347826086,
15
+ "grad_norm": 15.500188827514648,
16
  "kl": 0.0,
17
  "learning_rate": 5e-07,
18
+ "loss": 0.0,
19
+ "reward": 0.8078505160519853,
20
+ "reward_std": 0.7219250428606756,
21
+ "rewards/concensus_correctness_reward_func": 0.06012500077486038,
22
+ "rewards/consensus_reward_func": 0.25,
23
  "rewards/cumulative_reward_2": 0.0,
24
+ "rewards/final_correctness_reward_func": 0.125,
25
+ "rewards/question_recreation_reward_func": 0.21953801915515214,
26
+ "rewards/soft_format_reward_func": 0.0,
27
+ "rewards/strict_format_reward_func": 0.015625,
28
+ "rewards/xmlcount_reward_func": 0.13756249891594052,
29
  "step": 2
30
  },
31
  {
32
+ "completion_length": 287.65625,
33
+ "epoch": 0.34782608695652173,
34
+ "grad_norm": 66.68354797363281,
35
+ "kl": 0.0012720471095235553,
36
  "learning_rate": 4.864543104251586e-07,
37
  "loss": 0.0,
38
+ "reward": 0.4001400780980475,
39
+ "reward_std": 0.5209844395576511,
40
+ "rewards/concensus_correctness_reward_func": 0.03981250151991844,
41
+ "rewards/consensus_reward_func": 0.0,
42
  "rewards/cumulative_reward_2": 0.0,
43
+ "rewards/final_correctness_reward_func": 0.0625,
44
+ "rewards/question_recreation_reward_func": 0.21017132356064394,
45
  "rewards/soft_format_reward_func": 0.0,
46
+ "rewards/strict_format_reward_func": 0.0,
47
+ "rewards/xmlcount_reward_func": 0.0876562490593642,
48
  "step": 4
49
  },
50
  {
51
+ "completion_length": 327.84375,
52
+ "epoch": 0.5217391304347826,
53
+ "grad_norm": 89.11880493164062,
54
+ "kl": 0.001105570492654806,
55
  "learning_rate": 4.472851273490984e-07,
56
+ "loss": 0.0,
57
+ "reward": 0.5919948052032851,
58
+ "reward_std": 0.6676725139259361,
59
+ "rewards/concensus_correctness_reward_func": 0.0078125,
60
+ "rewards/consensus_reward_func": 0.0,
61
  "rewards/cumulative_reward_2": 0.0,
62
+ "rewards/final_correctness_reward_func": 0.25,
63
+ "rewards/question_recreation_reward_func": 0.19855730346171185,
64
  "rewards/soft_format_reward_func": 0.0,
65
+ "rewards/strict_format_reward_func": 0.0,
66
+ "rewards/xmlcount_reward_func": 0.13562499964609742,
67
  "step": 6
68
  },
69
  {
70
+ "completion_length": 252.75,
71
+ "epoch": 0.6956521739130435,
72
+ "grad_norm": 49.65816116333008,
73
+ "kl": 0.0012518168077804148,
74
  "learning_rate": 3.867370395306068e-07,
75
+ "loss": 0.0,
76
+ "reward": 0.4244745868491009,
77
+ "reward_std": 0.6876564208650962,
78
+ "rewards/concensus_correctness_reward_func": 0.05999999865889549,
79
+ "rewards/consensus_reward_func": 0.0625,
80
  "rewards/cumulative_reward_2": 0.0,
81
+ "rewards/final_correctness_reward_func": 0.0625,
82
+ "rewards/question_recreation_reward_func": 0.18391207925742492,
83
  "rewards/soft_format_reward_func": 0.0,
84
+ "rewards/strict_format_reward_func": 0.0,
85
+ "rewards/xmlcount_reward_func": 0.055562496185302734,
86
  "step": 8
87
  },
88
  {
89
+ "completion_length": 304.875,
90
+ "epoch": 0.8695652173913043,
91
+ "grad_norm": 11.769674301147461,
92
+ "kl": 0.0011520595126057742,
93
  "learning_rate": 3.1137137178519977e-07,
94
+ "loss": 0.0,
95
+ "reward": 0.4081341839628294,
96
+ "reward_std": 0.5512065841176081,
97
+ "rewards/concensus_correctness_reward_func": 0.0,
98
+ "rewards/consensus_reward_func": 0.0,
99
  "rewards/cumulative_reward_2": 0.0,
100
+ "rewards/final_correctness_reward_func": 0.0625,
101
+ "rewards/question_recreation_reward_func": 0.20441542949993163,
102
  "rewards/soft_format_reward_func": 0.0,
103
+ "rewards/strict_format_reward_func": 0.015625,
104
+ "rewards/xmlcount_reward_func": 0.1255937460809946,
105
  "step": 10
106
  },
107
  {
108
+ "completion_length": 362.1666666666667,
109
+ "epoch": 1.0,
110
+ "grad_norm": 19.223752975463867,
111
+ "kl": 0.0012859399915517618,
112
  "learning_rate": 2.2935516363191693e-07,
113
+ "loss": 0.0,
114
+ "reward": 0.5378691589770218,
115
+ "reward_std": 0.5761304936531815,
116
+ "rewards/concensus_correctness_reward_func": 0.0,
117
+ "rewards/consensus_reward_func": 0.0,
118
  "rewards/cumulative_reward_2": 0.0,
119
+ "rewards/final_correctness_reward_func": 0.16666666666666666,
120
+ "rewards/question_recreation_reward_func": 0.2493691734659175,
121
  "rewards/soft_format_reward_func": 0.0,
122
+ "rewards/strict_format_reward_func": 0.0,
123
+ "rewards/xmlcount_reward_func": 0.12183333374559879,
124
  "step": 12
125
  },
126
  {
127
+ "completion_length": 302.6875,
128
+ "epoch": 1.1739130434782608,
129
+ "grad_norm": 55.770511627197266,
130
+ "kl": 0.026156973304750863,
131
  "learning_rate": 1.4957614383675767e-07,
132
+ "loss": 0.0,
133
+ "reward": 0.6981925278087147,
134
+ "reward_std": 0.7400844875933217,
135
+ "rewards/concensus_correctness_reward_func": 0.06012500077486038,
136
+ "rewards/consensus_reward_func": 0.125,
137
  "rewards/cumulative_reward_2": 0.0,
138
+ "rewards/final_correctness_reward_func": 0.125,
139
+ "rewards/question_recreation_reward_func": 0.2547237664402928,
140
  "rewards/soft_format_reward_func": 0.0,
141
+ "rewards/strict_format_reward_func": 0.0,
142
+ "rewards/xmlcount_reward_func": 0.1333437452558428,
143
  "step": 14
144
  },
145
  {
146
+ "completion_length": 227.78125,
147
+ "epoch": 1.3478260869565217,
148
+ "grad_norm": 11.940630912780762,
149
+ "kl": 0.001112268855649745,
150
  "learning_rate": 8.067960709356478e-08,
151
+ "loss": 0.0,
152
+ "reward": 0.48283951880875975,
153
+ "reward_std": 0.6924986405065283,
154
+ "rewards/concensus_correctness_reward_func": 0.0,
155
+ "rewards/consensus_reward_func": 0.125,
156
  "rewards/cumulative_reward_2": 0.0,
157
+ "rewards/final_correctness_reward_func": 0.0,
158
+ "rewards/question_recreation_reward_func": 0.2560895170317963,
159
  "rewards/soft_format_reward_func": 0.0,
160
+ "rewards/strict_format_reward_func": 0.0,
161
+ "rewards/xmlcount_reward_func": 0.10175000299932435,
162
  "step": 16
163
  },
164
  {
165
+ "completion_length": 389.5,
166
+ "epoch": 1.5217391304347827,
167
+ "grad_norm": 98.38214874267578,
168
+ "kl": 0.0016772262242739089,
169
  "learning_rate": 3.013156219837776e-08,
170
+ "loss": 0.0,
171
+ "reward": 0.3492350783199072,
172
+ "reward_std": 0.34461650425328116,
173
+ "rewards/concensus_correctness_reward_func": 0.0,
174
+ "rewards/consensus_reward_func": 0.0625,
175
  "rewards/cumulative_reward_2": 0.0,
176
+ "rewards/final_correctness_reward_func": 0.0,
177
+ "rewards/question_recreation_reward_func": 0.187610074528493,
178
  "rewards/soft_format_reward_func": 0.0,
179
+ "rewards/strict_format_reward_func": 0.0,
180
+ "rewards/xmlcount_reward_func": 0.09912500088103116,
181
  "step": 18
182
  },
183
  {
184
+ "completion_length": 396.21875,
185
+ "epoch": 1.6956521739130435,
186
+ "grad_norm": 50.862178802490234,
187
+ "kl": 0.00580468270345591,
188
  "learning_rate": 3.4096741493194193e-09,
189
+ "loss": 0.0,
190
+ "reward": 0.26614804682321846,
191
+ "reward_std": 0.4568546366026567,
192
+ "rewards/concensus_correctness_reward_func": 0.0,
193
+ "rewards/consensus_reward_func": 0.0,
194
  "rewards/cumulative_reward_2": 0.0,
195
+ "rewards/final_correctness_reward_func": 0.125,
196
+ "rewards/question_recreation_reward_func": 0.12105428869836032,
197
  "rewards/soft_format_reward_func": 0.0,
198
+ "rewards/strict_format_reward_func": 0.0,
199
+ "rewards/xmlcount_reward_func": 0.020093752536922693,
200
  "step": 20
201
  },
202
  {
203
+ "epoch": 1.6956521739130435,
204
  "step": 20,
205
  "total_flos": 0.0,
206
+ "train_loss": 4.051951691508293e-06,
207
+ "train_runtime": 400.9226,
208
+ "train_samples_per_second": 0.798,
209
+ "train_steps_per_second": 0.05
210
  }
211
  ],
212
  "logging_steps": 2,
213
  "max_steps": 20,
214
  "num_input_tokens_seen": 0,
215
+ "num_train_epochs": 2,
216
  "save_steps": 25,
217
  "stateful_callbacks": {
218
  "TrainerControl": {
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bf452952a00ff82f507e6aea2cde42beee8396b22d4f6c75ad745c17d2f42738
3
  size 5944
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d057628bd4f4876cd7196bb74d82ee0f7f969435e2307a78e9ccd7d3769f38a8
3
  size 5944