File size: 5,826 Bytes
b4cd3ef
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.012590945698320866,
  "best_model_checkpoint": "./Zephyr/28-03-24-Weni-WeniGPT-QA-Zephyr-7B-4.0.2-KTO_WeniGPT Experiment using KTO trainer with no collator, Zephyr model and random system prompt.-2_max_steps-786_batch_32_2024-03-28_ppid_9/checkpoint-200",
  "epoch": 1.5223596574690772,
  "eval_steps": 50,
  "global_step": 200,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.15,
      "grad_norm": 3.973484516143799,
      "kl": 0.07447954267263412,
      "learning_rate": 0.00015833333333333332,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 1.3654,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 20
    },
    {
      "epoch": 0.3,
      "grad_norm": 2.1150100231170654,
      "kl": 0.24954533576965332,
      "learning_rate": 0.00019606299212598428,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.1911,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 40
    },
    {
      "epoch": 0.38,
      "eval_kl": 0.0,
      "eval_logps/chosen": -157.132080078125,
      "eval_logps/rejected": -431.1063232421875,
      "eval_loss": 0.019795970991253853,
      "eval_rewards/chosen": 5.025023460388184,
      "eval_rewards/margins": 28.0367374420166,
      "eval_rewards/rejected": -23.0117130279541,
      "eval_runtime": 209.568,
      "eval_samples_per_second": 2.252,
      "eval_steps_per_second": 0.563,
      "step": 50
    },
    {
      "epoch": 0.46,
      "grad_norm": 0.8193832039833069,
      "kl": 0.0,
      "learning_rate": 0.00019081364829396326,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.1212,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 60
    },
    {
      "epoch": 0.61,
      "grad_norm": 1.1438875198364258,
      "kl": 0.0,
      "learning_rate": 0.00018556430446194227,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.0613,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 80
    },
    {
      "epoch": 0.76,
      "grad_norm": 1.5549229383468628,
      "kl": 0.30086809396743774,
      "learning_rate": 0.00018031496062992125,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.0525,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 100
    },
    {
      "epoch": 0.76,
      "eval_kl": 0.0,
      "eval_logps/chosen": -151.0825958251953,
      "eval_logps/rejected": -502.1325378417969,
      "eval_loss": 0.015516282990574837,
      "eval_rewards/chosen": 5.629973411560059,
      "eval_rewards/margins": 35.744300842285156,
      "eval_rewards/rejected": -30.11433219909668,
      "eval_runtime": 209.5342,
      "eval_samples_per_second": 2.253,
      "eval_steps_per_second": 0.563,
      "step": 100
    },
    {
      "epoch": 0.91,
      "grad_norm": 0.16322359442710876,
      "kl": 0.0,
      "learning_rate": 0.0001750656167979003,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.037,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 120
    },
    {
      "epoch": 1.07,
      "grad_norm": 0.8122725486755371,
      "kl": 0.0,
      "learning_rate": 0.00016981627296587927,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.0684,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 140
    },
    {
      "epoch": 1.14,
      "eval_kl": 0.0,
      "eval_logps/chosen": -145.42347717285156,
      "eval_logps/rejected": -530.3358154296875,
      "eval_loss": 0.010358058847486973,
      "eval_rewards/chosen": 6.19588565826416,
      "eval_rewards/margins": 39.130550384521484,
      "eval_rewards/rejected": -32.934661865234375,
      "eval_runtime": 209.5283,
      "eval_samples_per_second": 2.253,
      "eval_steps_per_second": 0.563,
      "step": 150
    },
    {
      "epoch": 1.22,
      "grad_norm": 0.11464398354291916,
      "kl": 0.0,
      "learning_rate": 0.00016456692913385828,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.0167,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 160
    },
    {
      "epoch": 1.37,
      "grad_norm": 5.260560989379883,
      "kl": 0.0,
      "learning_rate": 0.00015931758530183726,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.131,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 180
    },
    {
      "epoch": 1.52,
      "grad_norm": 0.15409517288208008,
      "kl": 0.0,
      "learning_rate": 0.0001540682414698163,
      "logps/chosen": NaN,
      "logps/rejected": NaN,
      "loss": 0.0253,
      "rewards/chosen": NaN,
      "rewards/margins": NaN,
      "rewards/rejected": NaN,
      "step": 200
    },
    {
      "epoch": 1.52,
      "eval_kl": 0.0,
      "eval_logps/chosen": -147.8525390625,
      "eval_logps/rejected": -489.1932678222656,
      "eval_loss": 0.012590945698320866,
      "eval_rewards/chosen": 5.952979564666748,
      "eval_rewards/margins": 34.77338790893555,
      "eval_rewards/rejected": -28.82040786743164,
      "eval_runtime": 209.5044,
      "eval_samples_per_second": 2.253,
      "eval_steps_per_second": 0.563,
      "step": 200
    }
  ],
  "logging_steps": 20,
  "max_steps": 786,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "save_steps": 100,
  "total_flos": 0.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}