aayasmin880 commited on
Commit
ed9aa65
·
verified ·
1 Parent(s): 2c73798

End of training

Browse files
README.md CHANGED
@@ -38,7 +38,7 @@ This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing
38
  ### Framework versions
39
 
40
  - TRL: 0.15.2
41
- - Transformers: 4.50.3
42
  - Pytorch: 2.5.1
43
  - Datasets: 3.5.0
44
  - Tokenizers: 0.21.1
 
38
  ### Framework versions
39
 
40
  - TRL: 0.15.2
41
+ - Transformers: 4.51.2
42
  - Pytorch: 2.5.1
43
  - Datasets: 3.5.0
44
  - Tokenizers: 0.21.1
all_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "total_flos": 0.0,
3
- "train_loss": 6530814950.684069,
4
- "train_runtime": 138.6461,
5
- "train_samples": 160,
6
- "train_samples_per_second": 2.308,
7
- "train_steps_per_second": 0.144
8
  }
 
1
  {
2
  "total_flos": 0.0,
3
+ "train_loss": 2.5933608412742614e-06,
4
+ "train_runtime": 409.99,
5
+ "train_samples": 149,
6
+ "train_samples_per_second": 0.781,
7
+ "train_steps_per_second": 0.049
8
  }
config.json CHANGED
@@ -21,7 +21,7 @@
21
  "sliding_window": 32768,
22
  "tie_word_embeddings": true,
23
  "torch_dtype": "float32",
24
- "transformers_version": "4.50.3",
25
  "use_cache": true,
26
  "use_sliding_window": false,
27
  "vocab_size": 151936
 
21
  "sliding_window": 32768,
22
  "tie_word_embeddings": true,
23
  "torch_dtype": "float32",
24
+ "transformers_version": "4.51.2",
25
  "use_cache": true,
26
  "use_sliding_window": false,
27
  "vocab_size": 151936
generation_config.json CHANGED
@@ -10,5 +10,5 @@
10
  "temperature": 0.7,
11
  "top_k": 20,
12
  "top_p": 0.8,
13
- "transformers_version": "4.50.3"
14
  }
 
10
  "temperature": 0.7,
11
  "top_k": 20,
12
  "top_p": 0.8,
13
+ "transformers_version": "4.51.2"
14
  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:72fa377b3fef8c5db7593e253a73f2ad095a29d46d09baf496d24eab3d1c01aa
3
  size 1976163472
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67210027f7d97ef16436eb3f12622cf8a089458f85c41225b999b895c67f6eaf
3
  size 1976163472
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "total_flos": 0.0,
3
- "train_loss": 6530814950.684069,
4
- "train_runtime": 138.6461,
5
- "train_samples": 160,
6
- "train_samples_per_second": 2.308,
7
- "train_steps_per_second": 0.144
8
  }
 
1
  {
2
  "total_flos": 0.0,
3
+ "train_loss": 2.5933608412742614e-06,
4
+ "train_runtime": 409.99,
5
+ "train_samples": 149,
6
+ "train_samples_per_second": 0.781,
7
+ "train_steps_per_second": 0.049
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": 1.0,
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": 292.375,
14
- "epoch": 0.1,
15
- "grad_norm": 36.89990997314453,
16
  "kl": 0.0,
17
- "learning_rate": 4.965903258506806e-07,
18
- "loss": -0.0,
19
- "reward": 3.7902724987943657,
20
- "reward_std": 0.6387863923737314,
21
- "rewards/concensus_correctness_reward_func": 1.0663749910891056,
22
- "rewards/consensus_reward_func": 1.0625,
23
  "rewards/cumulative_reward_2": 0.0,
24
- "rewards/final_correctness_reward_func": 0.0,
25
- "rewards/question_recreation_reward_func": 0.6968037628103048,
26
  "rewards/soft_format_reward_func": 0.0,
27
- "rewards/strict_format_reward_func": 0.234375,
28
- "rewards/xmlcount_reward_func": 0.7302187555469573,
29
  "step": 2
30
  },
31
  {
32
- "completion_length": 137.1875,
33
- "epoch": 0.2,
34
- "grad_norm": 920617.0625,
35
- "kl": 236312.0710613858,
36
- "learning_rate": 4.698684378016222e-07,
37
- "loss": 236.3121,
38
- "reward": 6.642892271280289,
39
- "reward_std": 0.191781481509679,
40
- "rewards/concensus_correctness_reward_func": 1.9206249862909317,
41
- "rewards/consensus_reward_func": 2.0,
42
  "rewards/cumulative_reward_2": 0.0,
43
- "rewards/final_correctness_reward_func": 0.125,
44
- "rewards/question_recreation_reward_func": 0.915736073628068,
45
  "rewards/soft_format_reward_func": 0.0,
46
- "rewards/strict_format_reward_func": 0.453125,
47
- "rewards/xmlcount_reward_func": 1.2284062504768372,
48
  "step": 4
49
  },
50
  {
51
- "completion_length": 157.6875,
52
- "epoch": 0.3,
53
- "grad_norm": 496597.5625,
54
- "kl": 45069158.72720645,
55
- "learning_rate": 4.193203929064353e-07,
56
- "loss": 45069.1562,
57
- "reward": 6.162765100598335,
58
- "reward_std": 0.6365469432785176,
59
- "rewards/concensus_correctness_reward_func": 1.7088124994188547,
60
- "rewards/consensus_reward_func": 1.875,
61
  "rewards/cumulative_reward_2": 0.0,
62
- "rewards/final_correctness_reward_func": 0.125,
63
- "rewards/question_recreation_reward_func": 0.8784525990486145,
64
- "rewards/soft_format_reward_func": 0.0,
65
- "rewards/strict_format_reward_func": 0.375,
66
- "rewards/xmlcount_reward_func": 1.2005000114440918,
67
  "step": 6
68
  },
69
  {
70
- "completion_length": 162.84375,
71
- "epoch": 0.4,
72
- "grad_norm": 1522.3465576171875,
73
- "kl": 116190007.5042836,
74
- "learning_rate": 3.5042385616324236e-07,
75
- "loss": 116190.0078,
76
- "reward": 6.963820606470108,
77
- "reward_std": 0.46906069423857844,
78
- "rewards/concensus_correctness_reward_func": 2.176312491297722,
79
- "rewards/consensus_reward_func": 1.8125,
80
  "rewards/cumulative_reward_2": 0.0,
81
- "rewards/final_correctness_reward_func": 0.4375,
82
- "rewards/question_recreation_reward_func": 0.8890705443918705,
83
  "rewards/soft_format_reward_func": 0.0,
84
- "rewards/strict_format_reward_func": 0.40625,
85
- "rewards/xmlcount_reward_func": 1.2421875,
86
  "step": 8
87
  },
88
  {
89
- "completion_length": 138.5625,
90
- "epoch": 0.5,
91
- "grad_norm": 3460.926513671875,
92
- "kl": 65307980859346.81,
93
- "learning_rate": 2.706448363680831e-07,
94
- "loss": 65307987968.0,
95
- "reward": 7.760716885328293,
96
- "reward_std": 0.563693645875901,
97
- "rewards/concensus_correctness_reward_func": 2.5240624882280827,
98
- "rewards/consensus_reward_func": 1.875,
99
  "rewards/cumulative_reward_2": 0.0,
100
- "rewards/final_correctness_reward_func": 0.8125,
101
- "rewards/question_recreation_reward_func": 0.969498086720705,
102
  "rewards/soft_format_reward_func": 0.0,
103
- "rewards/strict_format_reward_func": 0.359375,
104
- "rewards/xmlcount_reward_func": 1.220281258225441,
105
  "step": 10
106
  },
107
  {
108
- "completion_length": 148.375,
109
- "epoch": 0.6,
110
- "grad_norm": 1270.5479736328125,
111
- "kl": 37.43342441506684,
112
- "learning_rate": 1.886286282148002e-07,
113
- "loss": 0.0374,
114
- "reward": 6.585143744945526,
115
- "reward_std": 0.1574548316639266,
116
- "rewards/concensus_correctness_reward_func": 1.949249990284443,
117
- "rewards/consensus_reward_func": 2.0,
118
  "rewards/cumulative_reward_2": 0.0,
119
- "rewards/final_correctness_reward_func": 0.125,
120
- "rewards/question_recreation_reward_func": 0.9060499593615532,
121
  "rewards/soft_format_reward_func": 0.0,
122
- "rewards/strict_format_reward_func": 0.390625,
123
- "rewards/xmlcount_reward_func": 1.214218758046627,
124
  "step": 12
125
  },
126
  {
127
- "completion_length": 132.0,
128
- "epoch": 0.7,
129
- "grad_norm": 3555985.0,
130
- "kl": 43278.06591859786,
131
- "learning_rate": 1.1326296046939333e-07,
132
- "loss": 43.2781,
133
- "reward": 6.449171662330627,
134
- "reward_std": 0.5914860000048066,
135
- "rewards/concensus_correctness_reward_func": 1.9531875140964985,
136
- "rewards/consensus_reward_func": 1.6875,
137
  "rewards/cumulative_reward_2": 0.0,
138
- "rewards/final_correctness_reward_func": 0.25,
139
- "rewards/question_recreation_reward_func": 0.9084841851145029,
140
  "rewards/soft_format_reward_func": 0.0,
141
- "rewards/strict_format_reward_func": 0.40625,
142
- "rewards/xmlcount_reward_func": 1.243750013411045,
143
  "step": 14
144
  },
145
  {
146
- "completion_length": 156.0625,
147
- "epoch": 0.8,
148
- "grad_norm": 30.58717918395996,
149
- "kl": 17.3426317863632,
150
- "learning_rate": 5.271487265090163e-08,
151
- "loss": 0.0173,
152
- "reward": 7.0806964635849,
153
- "reward_std": 0.2373842012602836,
154
- "rewards/concensus_correctness_reward_func": 2.0433749929070473,
155
- "rewards/consensus_reward_func": 2.0,
156
  "rewards/cumulative_reward_2": 0.0,
157
- "rewards/final_correctness_reward_func": 0.4375,
158
- "rewards/question_recreation_reward_func": 0.9735402166843414,
159
  "rewards/soft_format_reward_func": 0.0,
160
- "rewards/strict_format_reward_func": 0.390625,
161
- "rewards/xmlcount_reward_func": 1.2356562539935112,
162
  "step": 16
163
  },
164
  {
165
- "completion_length": 132.3125,
166
- "epoch": 0.9,
167
- "grad_norm": 94.87210845947266,
168
- "kl": 6.395477553829551,
169
- "learning_rate": 1.3545689574841341e-08,
170
- "loss": 0.0064,
171
- "reward": 5.915431410074234,
172
- "reward_std": 0.3693226521718316,
173
- "rewards/concensus_correctness_reward_func": 1.6944999881088734,
174
- "rewards/consensus_reward_func": 1.6875,
175
  "rewards/cumulative_reward_2": 0.0,
176
- "rewards/final_correctness_reward_func": 0.125,
177
- "rewards/question_recreation_reward_func": 0.8809627071022987,
178
  "rewards/soft_format_reward_func": 0.0,
179
- "rewards/strict_format_reward_func": 0.3125,
180
- "rewards/xmlcount_reward_func": 1.2149687632918358,
181
  "step": 18
182
  },
183
  {
184
- "completion_length": 144.125,
185
- "epoch": 1.0,
186
- "grad_norm": 1659.4306640625,
187
- "kl": 25.288832587655634,
188
- "learning_rate": 0.0,
189
- "loss": 0.0253,
190
- "reward": 6.783304065465927,
191
- "reward_std": 0.4975810807009111,
192
- "rewards/concensus_correctness_reward_func": 1.9735000059008598,
193
- "rewards/consensus_reward_func": 1.875,
194
  "rewards/cumulative_reward_2": 0.0,
195
- "rewards/final_correctness_reward_func": 0.25,
196
- "rewards/question_recreation_reward_func": 0.9823666401207447,
197
  "rewards/soft_format_reward_func": 0.0,
198
- "rewards/strict_format_reward_func": 0.453125,
199
- "rewards/xmlcount_reward_func": 1.2493125051259995,
200
  "step": 20
201
  },
202
  {
203
- "epoch": 1.0,
204
  "step": 20,
205
  "total_flos": 0.0,
206
- "train_loss": 6530814950.684069,
207
- "train_runtime": 138.6461,
208
- "train_samples_per_second": 2.308,
209
- "train_steps_per_second": 0.144
210
  }
211
  ],
212
  "logging_steps": 2,
213
  "max_steps": 20,
214
  "num_input_tokens_seen": 0,
215
- "num_train_epochs": 1,
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": 1.0536912751677852,
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": 316.75,
14
+ "epoch": 0.10738255033557047,
15
+ "grad_norm": 8.684107780456543,
16
  "kl": 0.0,
17
+ "learning_rate": 5e-07,
18
+ "loss": 0.0,
19
+ "reward": 0.9118603632086888,
20
+ "reward_std": 0.7637306145916227,
21
+ "rewards/concensus_correctness_reward_func": 0.0,
22
+ "rewards/consensus_reward_func": 0.0625,
23
  "rewards/cumulative_reward_2": 0.0,
24
+ "rewards/final_correctness_reward_func": 0.125,
25
+ "rewards/question_recreation_reward_func": 0.39504786173347384,
26
  "rewards/soft_format_reward_func": 0.0,
27
+ "rewards/strict_format_reward_func": 0.0,
28
+ "rewards/xmlcount_reward_func": 0.3293124958872795,
29
  "step": 2
30
  },
31
  {
32
+ "completion_length": 348.3125,
33
+ "epoch": 0.21476510067114093,
34
+ "grad_norm": 13.454246520996094,
35
+ "kl": 0.0020339643051556777,
36
+ "learning_rate": 4.864543104251586e-07,
37
+ "loss": 0.0,
38
+ "reward": 1.0148029099218547,
39
+ "reward_std": 0.5975782387249637,
40
+ "rewards/concensus_correctness_reward_func": 0.11924999952316284,
41
+ "rewards/consensus_reward_func": 0.0625,
42
  "rewards/cumulative_reward_2": 0.0,
43
+ "rewards/final_correctness_reward_func": 0.0625,
44
+ "rewards/question_recreation_reward_func": 0.3142403995152563,
45
  "rewards/soft_format_reward_func": 0.0,
46
+ "rewards/strict_format_reward_func": 0.015625,
47
+ "rewards/xmlcount_reward_func": 0.44068749947473407,
48
  "step": 4
49
  },
50
  {
51
+ "completion_length": 452.65625,
52
+ "epoch": 0.3221476510067114,
53
+ "grad_norm": 11.709402084350586,
54
+ "kl": 0.0012080057713319547,
55
+ "learning_rate": 4.472851273490984e-07,
56
+ "loss": 0.0,
57
+ "reward": 0.6762643828988075,
58
+ "reward_std": 0.6245548717561178,
59
+ "rewards/concensus_correctness_reward_func": 0.0598750002682209,
60
+ "rewards/consensus_reward_func": 0.0625,
61
  "rewards/cumulative_reward_2": 0.0,
62
+ "rewards/final_correctness_reward_func": 0.0625,
63
+ "rewards/question_recreation_reward_func": 0.2978268840815872,
64
+ "rewards/soft_format_reward_func": 0.015625,
65
+ "rewards/strict_format_reward_func": 0.0,
66
+ "rewards/xmlcount_reward_func": 0.1779375011101365,
67
  "step": 6
68
  },
69
  {
70
+ "completion_length": 398.625,
71
+ "epoch": 0.42953020134228187,
72
+ "grad_norm": 9.44884967803955,
73
+ "kl": 0.0016478088418807602,
74
+ "learning_rate": 3.867370395306068e-07,
75
+ "loss": 0.0,
76
+ "reward": 0.747544834157452,
77
+ "reward_std": 0.6983632346382365,
78
+ "rewards/concensus_correctness_reward_func": 0.1223749965429306,
79
+ "rewards/consensus_reward_func": 0.0,
80
  "rewards/cumulative_reward_2": 0.0,
81
+ "rewards/final_correctness_reward_func": 0.125,
82
+ "rewards/question_recreation_reward_func": 0.3253885810263455,
83
  "rewards/soft_format_reward_func": 0.0,
84
+ "rewards/strict_format_reward_func": 0.015625,
85
+ "rewards/xmlcount_reward_func": 0.15915624890476465,
86
  "step": 8
87
  },
88
  {
89
+ "completion_length": 417.53125,
90
+ "epoch": 0.5369127516778524,
91
+ "grad_norm": 4.120293140411377,
92
+ "kl": 0.0019710015985765494,
93
+ "learning_rate": 3.1137137178519977e-07,
94
+ "loss": 0.0,
95
+ "reward": 0.8447740260744467,
96
+ "reward_std": 0.8398003252586932,
97
+ "rewards/concensus_correctness_reward_func": 0.14162500202655792,
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": 0.2868052691919729,
102
  "rewards/soft_format_reward_func": 0.0,
103
+ "rewards/strict_format_reward_func": 0.0,
104
+ "rewards/xmlcount_reward_func": 0.35384375182911754,
105
  "step": 10
106
  },
107
  {
108
+ "completion_length": 360.71875,
109
+ "epoch": 0.6442953020134228,
110
+ "grad_norm": 32.15998840332031,
111
+ "kl": 0.00471232270137989,
112
+ "learning_rate": 2.2935516363191693e-07,
113
+ "loss": 0.0,
114
+ "reward": 1.9486160605447367,
115
+ "reward_std": 1.8115553769748658,
116
+ "rewards/concensus_correctness_reward_func": 0.6818749997764826,
117
+ "rewards/consensus_reward_func": 0.125,
118
  "rewards/cumulative_reward_2": 0.0,
119
+ "rewards/final_correctness_reward_func": 0.375,
120
+ "rewards/question_recreation_reward_func": 0.4561785594560206,
121
  "rewards/soft_format_reward_func": 0.0,
122
+ "rewards/strict_format_reward_func": 0.015625,
123
+ "rewards/xmlcount_reward_func": 0.2949374979361892,
124
  "step": 12
125
  },
126
  {
127
+ "completion_length": 328.4375,
128
+ "epoch": 0.7516778523489933,
129
+ "grad_norm": 9.214224815368652,
130
+ "kl": 0.004445670823770342,
131
+ "learning_rate": 1.4957614383675767e-07,
132
+ "loss": 0.0,
133
+ "reward": 1.0464753145352006,
134
+ "reward_std": 1.1203724679071456,
135
+ "rewards/concensus_correctness_reward_func": 0.16743749752640724,
136
+ "rewards/consensus_reward_func": 0.125,
137
  "rewards/cumulative_reward_2": 0.0,
138
+ "rewards/final_correctness_reward_func": 0.0625,
139
+ "rewards/question_recreation_reward_func": 0.35360031423624605,
140
  "rewards/soft_format_reward_func": 0.0,
141
+ "rewards/strict_format_reward_func": 0.015625,
142
+ "rewards/xmlcount_reward_func": 0.32231250684708357,
143
  "step": 14
144
  },
145
  {
146
+ "completion_length": 451.0625,
147
+ "epoch": 0.8590604026845637,
148
+ "grad_norm": 90.91595458984375,
149
+ "kl": 0.003888222190653323,
150
+ "learning_rate": 8.067960709356478e-08,
151
+ "loss": 0.0,
152
+ "reward": 0.7943547907052562,
153
+ "reward_std": 0.5775234283792088,
154
+ "rewards/concensus_correctness_reward_func": 0.04131250083446503,
155
+ "rewards/consensus_reward_func": 0.0625,
156
  "rewards/cumulative_reward_2": 0.0,
157
+ "rewards/final_correctness_reward_func": 0.125,
158
+ "rewards/question_recreation_reward_func": 0.3766672945348546,
159
  "rewards/soft_format_reward_func": 0.0,
160
+ "rewards/strict_format_reward_func": 0.015625,
161
+ "rewards/xmlcount_reward_func": 0.17324999067932367,
162
  "step": 16
163
  },
164
  {
165
+ "completion_length": 334.59375,
166
+ "epoch": 0.9664429530201343,
167
+ "grad_norm": 90.40325164794922,
168
+ "kl": 0.0023139841941883788,
169
+ "learning_rate": 3.013156219837776e-08,
170
+ "loss": 0.0,
171
+ "reward": 0.9272007264662534,
172
+ "reward_std": 0.688656156140496,
173
+ "rewards/concensus_correctness_reward_func": 0.0,
174
+ "rewards/consensus_reward_func": 0.0,
175
  "rewards/cumulative_reward_2": 0.0,
176
+ "rewards/final_correctness_reward_func": 0.375,
177
+ "rewards/question_recreation_reward_func": 0.2672007321380079,
178
  "rewards/soft_format_reward_func": 0.0,
179
+ "rewards/strict_format_reward_func": 0.015625,
180
+ "rewards/xmlcount_reward_func": 0.26937499875202775,
181
  "step": 18
182
  },
183
  {
184
+ "completion_length": 456.38461538461536,
185
+ "epoch": 1.0536912751677852,
186
+ "grad_norm": 4.295146465301514,
187
+ "kl": 0.00429495136352041,
188
+ "learning_rate": 3.4096741493194193e-09,
189
+ "loss": 0.0,
190
+ "reward": 1.0834939227654383,
191
+ "reward_std": 1.518596117886213,
192
+ "rewards/concensus_correctness_reward_func": 0.2748461594948402,
193
+ "rewards/consensus_reward_func": 0.23076923076923078,
194
  "rewards/cumulative_reward_2": 0.0,
195
+ "rewards/final_correctness_reward_func": 0.0,
196
+ "rewards/question_recreation_reward_func": 0.2927246823763618,
197
  "rewards/soft_format_reward_func": 0.0,
198
+ "rewards/strict_format_reward_func": 0.0,
199
+ "rewards/xmlcount_reward_func": 0.2851538443221496,
200
  "step": 20
201
  },
202
  {
203
+ "epoch": 1.0536912751677852,
204
  "step": 20,
205
  "total_flos": 0.0,
206
+ "train_loss": 2.5933608412742614e-06,
207
+ "train_runtime": 409.99,
208
+ "train_samples_per_second": 0.781,
209
+ "train_steps_per_second": 0.049
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:a5eba6f7842a7334cd1309a633f5c39e06b9bb4db534d4590387557c9da37a9a
3
- size 6008
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d79376453f8deca09aff7733ac31ca7be1698542060a55c79f5eadee71ed5b96
3
+ size 5944