Upload trainer_state.json with huggingface_hub
Browse files- trainer_state.json +1033 -0
trainer_state.json
ADDED
@@ -0,0 +1,1033 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.03530377894639969,
|
3 |
+
"best_model_checkpoint": "my_awesome_ds_model/checkpoint-22473",
|
4 |
+
"epoch": 10.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 74910,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.07,
|
13 |
+
"learning_rate": 9.933253237217995e-05,
|
14 |
+
"loss": 0.2746,
|
15 |
+
"step": 500
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.13,
|
19 |
+
"learning_rate": 9.86650647443599e-05,
|
20 |
+
"loss": 0.0897,
|
21 |
+
"step": 1000
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.2,
|
25 |
+
"learning_rate": 9.799759711653985e-05,
|
26 |
+
"loss": 0.0718,
|
27 |
+
"step": 1500
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.27,
|
31 |
+
"learning_rate": 9.73301294887198e-05,
|
32 |
+
"loss": 0.0616,
|
33 |
+
"step": 2000
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 0.33,
|
37 |
+
"learning_rate": 9.666266186089975e-05,
|
38 |
+
"loss": 0.0568,
|
39 |
+
"step": 2500
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.4,
|
43 |
+
"learning_rate": 9.59951942330797e-05,
|
44 |
+
"loss": 0.0525,
|
45 |
+
"step": 3000
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 0.47,
|
49 |
+
"learning_rate": 9.532772660525965e-05,
|
50 |
+
"loss": 0.0495,
|
51 |
+
"step": 3500
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.53,
|
55 |
+
"learning_rate": 9.46602589774396e-05,
|
56 |
+
"loss": 0.0488,
|
57 |
+
"step": 4000
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 0.6,
|
61 |
+
"learning_rate": 9.399279134961955e-05,
|
62 |
+
"loss": 0.0457,
|
63 |
+
"step": 4500
|
64 |
+
},
|
65 |
+
{
|
66 |
+
"epoch": 0.67,
|
67 |
+
"learning_rate": 9.33253237217995e-05,
|
68 |
+
"loss": 0.0422,
|
69 |
+
"step": 5000
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 0.73,
|
73 |
+
"learning_rate": 9.265785609397944e-05,
|
74 |
+
"loss": 0.0431,
|
75 |
+
"step": 5500
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 0.8,
|
79 |
+
"learning_rate": 9.199038846615939e-05,
|
80 |
+
"loss": 0.0467,
|
81 |
+
"step": 6000
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 0.87,
|
85 |
+
"learning_rate": 9.132292083833934e-05,
|
86 |
+
"loss": 0.0473,
|
87 |
+
"step": 6500
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 0.93,
|
91 |
+
"learning_rate": 9.065545321051929e-05,
|
92 |
+
"loss": 0.0458,
|
93 |
+
"step": 7000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 1.0,
|
97 |
+
"eval_accuracy": 0.9874301209567,
|
98 |
+
"eval_f1": 0.9027943197434722,
|
99 |
+
"eval_loss": 0.04262871295213699,
|
100 |
+
"eval_precision": 0.9134223210975158,
|
101 |
+
"eval_recall": 0.8924107951458069,
|
102 |
+
"eval_runtime": 108.0836,
|
103 |
+
"eval_samples_per_second": 76.441,
|
104 |
+
"eval_steps_per_second": 9.557,
|
105 |
+
"step": 7491
|
106 |
+
},
|
107 |
+
{
|
108 |
+
"epoch": 1.0,
|
109 |
+
"learning_rate": 8.998798558269924e-05,
|
110 |
+
"loss": 0.0423,
|
111 |
+
"step": 7500
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 1.07,
|
115 |
+
"learning_rate": 8.932051795487919e-05,
|
116 |
+
"loss": 0.0369,
|
117 |
+
"step": 8000
|
118 |
+
},
|
119 |
+
{
|
120 |
+
"epoch": 1.13,
|
121 |
+
"learning_rate": 8.865305032705914e-05,
|
122 |
+
"loss": 0.0363,
|
123 |
+
"step": 8500
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 1.2,
|
127 |
+
"learning_rate": 8.798558269923909e-05,
|
128 |
+
"loss": 0.0333,
|
129 |
+
"step": 9000
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 1.27,
|
133 |
+
"learning_rate": 8.731811507141903e-05,
|
134 |
+
"loss": 0.0356,
|
135 |
+
"step": 9500
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 1.33,
|
139 |
+
"learning_rate": 8.665064744359898e-05,
|
140 |
+
"loss": 0.036,
|
141 |
+
"step": 10000
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 1.4,
|
145 |
+
"learning_rate": 8.598317981577893e-05,
|
146 |
+
"loss": 0.0372,
|
147 |
+
"step": 10500
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 1.47,
|
151 |
+
"learning_rate": 8.531571218795888e-05,
|
152 |
+
"loss": 0.0354,
|
153 |
+
"step": 11000
|
154 |
+
},
|
155 |
+
{
|
156 |
+
"epoch": 1.54,
|
157 |
+
"learning_rate": 8.464824456013883e-05,
|
158 |
+
"loss": 0.0356,
|
159 |
+
"step": 11500
|
160 |
+
},
|
161 |
+
{
|
162 |
+
"epoch": 1.6,
|
163 |
+
"learning_rate": 8.398077693231878e-05,
|
164 |
+
"loss": 0.0323,
|
165 |
+
"step": 12000
|
166 |
+
},
|
167 |
+
{
|
168 |
+
"epoch": 1.67,
|
169 |
+
"learning_rate": 8.331330930449873e-05,
|
170 |
+
"loss": 0.037,
|
171 |
+
"step": 12500
|
172 |
+
},
|
173 |
+
{
|
174 |
+
"epoch": 1.74,
|
175 |
+
"learning_rate": 8.264584167667868e-05,
|
176 |
+
"loss": 0.0361,
|
177 |
+
"step": 13000
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 1.8,
|
181 |
+
"learning_rate": 8.197837404885863e-05,
|
182 |
+
"loss": 0.0346,
|
183 |
+
"step": 13500
|
184 |
+
},
|
185 |
+
{
|
186 |
+
"epoch": 1.87,
|
187 |
+
"learning_rate": 8.131090642103857e-05,
|
188 |
+
"loss": 0.0351,
|
189 |
+
"step": 14000
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 1.94,
|
193 |
+
"learning_rate": 8.064343879321852e-05,
|
194 |
+
"loss": 0.0326,
|
195 |
+
"step": 14500
|
196 |
+
},
|
197 |
+
{
|
198 |
+
"epoch": 2.0,
|
199 |
+
"eval_accuracy": 0.9869225169145689,
|
200 |
+
"eval_f1": 0.8974685334464715,
|
201 |
+
"eval_loss": 0.03918388485908508,
|
202 |
+
"eval_precision": 0.935896175400649,
|
203 |
+
"eval_recall": 0.8620720883897844,
|
204 |
+
"eval_runtime": 107.1166,
|
205 |
+
"eval_samples_per_second": 77.131,
|
206 |
+
"eval_steps_per_second": 9.644,
|
207 |
+
"step": 14982
|
208 |
+
},
|
209 |
+
{
|
210 |
+
"epoch": 2.0,
|
211 |
+
"learning_rate": 7.997597116539847e-05,
|
212 |
+
"loss": 0.0342,
|
213 |
+
"step": 15000
|
214 |
+
},
|
215 |
+
{
|
216 |
+
"epoch": 2.07,
|
217 |
+
"learning_rate": 7.930850353757842e-05,
|
218 |
+
"loss": 0.0269,
|
219 |
+
"step": 15500
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 2.14,
|
223 |
+
"learning_rate": 7.864103590975837e-05,
|
224 |
+
"loss": 0.0273,
|
225 |
+
"step": 16000
|
226 |
+
},
|
227 |
+
{
|
228 |
+
"epoch": 2.2,
|
229 |
+
"learning_rate": 7.797356828193832e-05,
|
230 |
+
"loss": 0.0247,
|
231 |
+
"step": 16500
|
232 |
+
},
|
233 |
+
{
|
234 |
+
"epoch": 2.27,
|
235 |
+
"learning_rate": 7.730610065411827e-05,
|
236 |
+
"loss": 0.0262,
|
237 |
+
"step": 17000
|
238 |
+
},
|
239 |
+
{
|
240 |
+
"epoch": 2.34,
|
241 |
+
"learning_rate": 7.663863302629822e-05,
|
242 |
+
"loss": 0.0274,
|
243 |
+
"step": 17500
|
244 |
+
},
|
245 |
+
{
|
246 |
+
"epoch": 2.4,
|
247 |
+
"learning_rate": 7.597116539847817e-05,
|
248 |
+
"loss": 0.0262,
|
249 |
+
"step": 18000
|
250 |
+
},
|
251 |
+
{
|
252 |
+
"epoch": 2.47,
|
253 |
+
"learning_rate": 7.530369777065813e-05,
|
254 |
+
"loss": 0.0272,
|
255 |
+
"step": 18500
|
256 |
+
},
|
257 |
+
{
|
258 |
+
"epoch": 2.54,
|
259 |
+
"learning_rate": 7.463623014283808e-05,
|
260 |
+
"loss": 0.0278,
|
261 |
+
"step": 19000
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"epoch": 2.6,
|
265 |
+
"learning_rate": 7.396876251501803e-05,
|
266 |
+
"loss": 0.0291,
|
267 |
+
"step": 19500
|
268 |
+
},
|
269 |
+
{
|
270 |
+
"epoch": 2.67,
|
271 |
+
"learning_rate": 7.330129488719797e-05,
|
272 |
+
"loss": 0.0265,
|
273 |
+
"step": 20000
|
274 |
+
},
|
275 |
+
{
|
276 |
+
"epoch": 2.74,
|
277 |
+
"learning_rate": 7.263382725937792e-05,
|
278 |
+
"loss": 0.0245,
|
279 |
+
"step": 20500
|
280 |
+
},
|
281 |
+
{
|
282 |
+
"epoch": 2.8,
|
283 |
+
"learning_rate": 7.196635963155787e-05,
|
284 |
+
"loss": 0.0271,
|
285 |
+
"step": 21000
|
286 |
+
},
|
287 |
+
{
|
288 |
+
"epoch": 2.87,
|
289 |
+
"learning_rate": 7.129889200373782e-05,
|
290 |
+
"loss": 0.0283,
|
291 |
+
"step": 21500
|
292 |
+
},
|
293 |
+
{
|
294 |
+
"epoch": 2.94,
|
295 |
+
"learning_rate": 7.063142437591777e-05,
|
296 |
+
"loss": 0.0277,
|
297 |
+
"step": 22000
|
298 |
+
},
|
299 |
+
{
|
300 |
+
"epoch": 3.0,
|
301 |
+
"eval_accuracy": 0.9892468091074852,
|
302 |
+
"eval_f1": 0.9156408399710355,
|
303 |
+
"eval_loss": 0.03530377894639969,
|
304 |
+
"eval_precision": 0.9151438393341776,
|
305 |
+
"eval_recall": 0.9161383807281289,
|
306 |
+
"eval_runtime": 107.1556,
|
307 |
+
"eval_samples_per_second": 77.103,
|
308 |
+
"eval_steps_per_second": 9.64,
|
309 |
+
"step": 22473
|
310 |
+
},
|
311 |
+
{
|
312 |
+
"epoch": 3.0,
|
313 |
+
"learning_rate": 6.996395674809772e-05,
|
314 |
+
"loss": 0.0232,
|
315 |
+
"step": 22500
|
316 |
+
},
|
317 |
+
{
|
318 |
+
"epoch": 3.07,
|
319 |
+
"learning_rate": 6.929648912027767e-05,
|
320 |
+
"loss": 0.0195,
|
321 |
+
"step": 23000
|
322 |
+
},
|
323 |
+
{
|
324 |
+
"epoch": 3.14,
|
325 |
+
"learning_rate": 6.862902149245762e-05,
|
326 |
+
"loss": 0.0198,
|
327 |
+
"step": 23500
|
328 |
+
},
|
329 |
+
{
|
330 |
+
"epoch": 3.2,
|
331 |
+
"learning_rate": 6.796155386463757e-05,
|
332 |
+
"loss": 0.0202,
|
333 |
+
"step": 24000
|
334 |
+
},
|
335 |
+
{
|
336 |
+
"epoch": 3.27,
|
337 |
+
"learning_rate": 6.729408623681752e-05,
|
338 |
+
"loss": 0.0181,
|
339 |
+
"step": 24500
|
340 |
+
},
|
341 |
+
{
|
342 |
+
"epoch": 3.34,
|
343 |
+
"learning_rate": 6.662661860899748e-05,
|
344 |
+
"loss": 0.0193,
|
345 |
+
"step": 25000
|
346 |
+
},
|
347 |
+
{
|
348 |
+
"epoch": 3.4,
|
349 |
+
"learning_rate": 6.595915098117743e-05,
|
350 |
+
"loss": 0.0198,
|
351 |
+
"step": 25500
|
352 |
+
},
|
353 |
+
{
|
354 |
+
"epoch": 3.47,
|
355 |
+
"learning_rate": 6.529168335335738e-05,
|
356 |
+
"loss": 0.0198,
|
357 |
+
"step": 26000
|
358 |
+
},
|
359 |
+
{
|
360 |
+
"epoch": 3.54,
|
361 |
+
"learning_rate": 6.462421572553732e-05,
|
362 |
+
"loss": 0.0197,
|
363 |
+
"step": 26500
|
364 |
+
},
|
365 |
+
{
|
366 |
+
"epoch": 3.6,
|
367 |
+
"learning_rate": 6.395674809771727e-05,
|
368 |
+
"loss": 0.0194,
|
369 |
+
"step": 27000
|
370 |
+
},
|
371 |
+
{
|
372 |
+
"epoch": 3.67,
|
373 |
+
"learning_rate": 6.328928046989722e-05,
|
374 |
+
"loss": 0.0203,
|
375 |
+
"step": 27500
|
376 |
+
},
|
377 |
+
{
|
378 |
+
"epoch": 3.74,
|
379 |
+
"learning_rate": 6.262181284207717e-05,
|
380 |
+
"loss": 0.0203,
|
381 |
+
"step": 28000
|
382 |
+
},
|
383 |
+
{
|
384 |
+
"epoch": 3.8,
|
385 |
+
"learning_rate": 6.195434521425712e-05,
|
386 |
+
"loss": 0.0211,
|
387 |
+
"step": 28500
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"epoch": 3.87,
|
391 |
+
"learning_rate": 6.128687758643707e-05,
|
392 |
+
"loss": 0.0201,
|
393 |
+
"step": 29000
|
394 |
+
},
|
395 |
+
{
|
396 |
+
"epoch": 3.94,
|
397 |
+
"learning_rate": 6.061940995861701e-05,
|
398 |
+
"loss": 0.0209,
|
399 |
+
"step": 29500
|
400 |
+
},
|
401 |
+
{
|
402 |
+
"epoch": 4.0,
|
403 |
+
"eval_accuracy": 0.9885855880526038,
|
404 |
+
"eval_f1": 0.9106117466202469,
|
405 |
+
"eval_loss": 0.04323778301477432,
|
406 |
+
"eval_precision": 0.909255079006772,
|
407 |
+
"eval_recall": 0.9119724687556602,
|
408 |
+
"eval_runtime": 107.2535,
|
409 |
+
"eval_samples_per_second": 77.032,
|
410 |
+
"eval_steps_per_second": 9.631,
|
411 |
+
"step": 29964
|
412 |
+
},
|
413 |
+
{
|
414 |
+
"epoch": 4.0,
|
415 |
+
"learning_rate": 5.995194233079696e-05,
|
416 |
+
"loss": 0.0192,
|
417 |
+
"step": 30000
|
418 |
+
},
|
419 |
+
{
|
420 |
+
"epoch": 4.07,
|
421 |
+
"learning_rate": 5.928447470297691e-05,
|
422 |
+
"loss": 0.0115,
|
423 |
+
"step": 30500
|
424 |
+
},
|
425 |
+
{
|
426 |
+
"epoch": 4.14,
|
427 |
+
"learning_rate": 5.861700707515686e-05,
|
428 |
+
"loss": 0.0131,
|
429 |
+
"step": 31000
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"epoch": 4.21,
|
433 |
+
"learning_rate": 5.794953944733681e-05,
|
434 |
+
"loss": 0.014,
|
435 |
+
"step": 31500
|
436 |
+
},
|
437 |
+
{
|
438 |
+
"epoch": 4.27,
|
439 |
+
"learning_rate": 5.7282071819516756e-05,
|
440 |
+
"loss": 0.0134,
|
441 |
+
"step": 32000
|
442 |
+
},
|
443 |
+
{
|
444 |
+
"epoch": 4.34,
|
445 |
+
"learning_rate": 5.6614604191696705e-05,
|
446 |
+
"loss": 0.0136,
|
447 |
+
"step": 32500
|
448 |
+
},
|
449 |
+
{
|
450 |
+
"epoch": 4.41,
|
451 |
+
"learning_rate": 5.5947136563876653e-05,
|
452 |
+
"loss": 0.0152,
|
453 |
+
"step": 33000
|
454 |
+
},
|
455 |
+
{
|
456 |
+
"epoch": 4.47,
|
457 |
+
"learning_rate": 5.52796689360566e-05,
|
458 |
+
"loss": 0.0135,
|
459 |
+
"step": 33500
|
460 |
+
},
|
461 |
+
{
|
462 |
+
"epoch": 4.54,
|
463 |
+
"learning_rate": 5.461220130823655e-05,
|
464 |
+
"loss": 0.0152,
|
465 |
+
"step": 34000
|
466 |
+
},
|
467 |
+
{
|
468 |
+
"epoch": 4.61,
|
469 |
+
"learning_rate": 5.394473368041651e-05,
|
470 |
+
"loss": 0.0138,
|
471 |
+
"step": 34500
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 4.67,
|
475 |
+
"learning_rate": 5.3277266052596456e-05,
|
476 |
+
"loss": 0.0154,
|
477 |
+
"step": 35000
|
478 |
+
},
|
479 |
+
{
|
480 |
+
"epoch": 4.74,
|
481 |
+
"learning_rate": 5.2609798424776405e-05,
|
482 |
+
"loss": 0.0139,
|
483 |
+
"step": 35500
|
484 |
+
},
|
485 |
+
{
|
486 |
+
"epoch": 4.81,
|
487 |
+
"learning_rate": 5.1942330796956354e-05,
|
488 |
+
"loss": 0.015,
|
489 |
+
"step": 36000
|
490 |
+
},
|
491 |
+
{
|
492 |
+
"epoch": 4.87,
|
493 |
+
"learning_rate": 5.12748631691363e-05,
|
494 |
+
"loss": 0.0131,
|
495 |
+
"step": 36500
|
496 |
+
},
|
497 |
+
{
|
498 |
+
"epoch": 4.94,
|
499 |
+
"learning_rate": 5.060739554131625e-05,
|
500 |
+
"loss": 0.0141,
|
501 |
+
"step": 37000
|
502 |
+
},
|
503 |
+
{
|
504 |
+
"epoch": 5.0,
|
505 |
+
"eval_accuracy": 0.9885588720503864,
|
506 |
+
"eval_f1": 0.9082037484609421,
|
507 |
+
"eval_loss": 0.049268897622823715,
|
508 |
+
"eval_precision": 0.9146688711307064,
|
509 |
+
"eval_recall": 0.9018293787357363,
|
510 |
+
"eval_runtime": 107.4361,
|
511 |
+
"eval_samples_per_second": 76.902,
|
512 |
+
"eval_steps_per_second": 9.615,
|
513 |
+
"step": 37455
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 5.01,
|
517 |
+
"learning_rate": 4.99399279134962e-05,
|
518 |
+
"loss": 0.0126,
|
519 |
+
"step": 37500
|
520 |
+
},
|
521 |
+
{
|
522 |
+
"epoch": 5.07,
|
523 |
+
"learning_rate": 4.927246028567615e-05,
|
524 |
+
"loss": 0.0073,
|
525 |
+
"step": 38000
|
526 |
+
},
|
527 |
+
{
|
528 |
+
"epoch": 5.14,
|
529 |
+
"learning_rate": 4.86049926578561e-05,
|
530 |
+
"loss": 0.0076,
|
531 |
+
"step": 38500
|
532 |
+
},
|
533 |
+
{
|
534 |
+
"epoch": 5.21,
|
535 |
+
"learning_rate": 4.793752503003605e-05,
|
536 |
+
"loss": 0.0076,
|
537 |
+
"step": 39000
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 5.27,
|
541 |
+
"learning_rate": 4.7270057402215996e-05,
|
542 |
+
"loss": 0.0086,
|
543 |
+
"step": 39500
|
544 |
+
},
|
545 |
+
{
|
546 |
+
"epoch": 5.34,
|
547 |
+
"learning_rate": 4.6602589774395945e-05,
|
548 |
+
"loss": 0.0092,
|
549 |
+
"step": 40000
|
550 |
+
},
|
551 |
+
{
|
552 |
+
"epoch": 5.41,
|
553 |
+
"learning_rate": 4.5935122146575894e-05,
|
554 |
+
"loss": 0.0087,
|
555 |
+
"step": 40500
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 5.47,
|
559 |
+
"learning_rate": 4.526765451875584e-05,
|
560 |
+
"loss": 0.0085,
|
561 |
+
"step": 41000
|
562 |
+
},
|
563 |
+
{
|
564 |
+
"epoch": 5.54,
|
565 |
+
"learning_rate": 4.460018689093579e-05,
|
566 |
+
"loss": 0.0086,
|
567 |
+
"step": 41500
|
568 |
+
},
|
569 |
+
{
|
570 |
+
"epoch": 5.61,
|
571 |
+
"learning_rate": 4.393271926311574e-05,
|
572 |
+
"loss": 0.0084,
|
573 |
+
"step": 42000
|
574 |
+
},
|
575 |
+
{
|
576 |
+
"epoch": 5.67,
|
577 |
+
"learning_rate": 4.326525163529569e-05,
|
578 |
+
"loss": 0.0091,
|
579 |
+
"step": 42500
|
580 |
+
},
|
581 |
+
{
|
582 |
+
"epoch": 5.74,
|
583 |
+
"learning_rate": 4.259778400747564e-05,
|
584 |
+
"loss": 0.0083,
|
585 |
+
"step": 43000
|
586 |
+
},
|
587 |
+
{
|
588 |
+
"epoch": 5.81,
|
589 |
+
"learning_rate": 4.193031637965559e-05,
|
590 |
+
"loss": 0.0088,
|
591 |
+
"step": 43500
|
592 |
+
},
|
593 |
+
{
|
594 |
+
"epoch": 5.87,
|
595 |
+
"learning_rate": 4.1262848751835536e-05,
|
596 |
+
"loss": 0.0088,
|
597 |
+
"step": 44000
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 5.94,
|
601 |
+
"learning_rate": 4.0595381124015485e-05,
|
602 |
+
"loss": 0.0081,
|
603 |
+
"step": 44500
|
604 |
+
},
|
605 |
+
{
|
606 |
+
"epoch": 6.0,
|
607 |
+
"eval_accuracy": 0.9886724150598104,
|
608 |
+
"eval_f1": 0.9117419940949353,
|
609 |
+
"eval_loss": 0.058003462851047516,
|
610 |
+
"eval_precision": 0.9146085847079194,
|
611 |
+
"eval_recall": 0.9088933164281833,
|
612 |
+
"eval_runtime": 107.2097,
|
613 |
+
"eval_samples_per_second": 77.064,
|
614 |
+
"eval_steps_per_second": 9.635,
|
615 |
+
"step": 44946
|
616 |
+
},
|
617 |
+
{
|
618 |
+
"epoch": 6.01,
|
619 |
+
"learning_rate": 3.9927913496195434e-05,
|
620 |
+
"loss": 0.0091,
|
621 |
+
"step": 45000
|
622 |
+
},
|
623 |
+
{
|
624 |
+
"epoch": 6.07,
|
625 |
+
"learning_rate": 3.926044586837538e-05,
|
626 |
+
"loss": 0.004,
|
627 |
+
"step": 45500
|
628 |
+
},
|
629 |
+
{
|
630 |
+
"epoch": 6.14,
|
631 |
+
"learning_rate": 3.859297824055533e-05,
|
632 |
+
"loss": 0.0044,
|
633 |
+
"step": 46000
|
634 |
+
},
|
635 |
+
{
|
636 |
+
"epoch": 6.21,
|
637 |
+
"learning_rate": 3.792551061273528e-05,
|
638 |
+
"loss": 0.0042,
|
639 |
+
"step": 46500
|
640 |
+
},
|
641 |
+
{
|
642 |
+
"epoch": 6.27,
|
643 |
+
"learning_rate": 3.725804298491523e-05,
|
644 |
+
"loss": 0.0042,
|
645 |
+
"step": 47000
|
646 |
+
},
|
647 |
+
{
|
648 |
+
"epoch": 6.34,
|
649 |
+
"learning_rate": 3.659057535709518e-05,
|
650 |
+
"loss": 0.005,
|
651 |
+
"step": 47500
|
652 |
+
},
|
653 |
+
{
|
654 |
+
"epoch": 6.41,
|
655 |
+
"learning_rate": 3.592310772927513e-05,
|
656 |
+
"loss": 0.0036,
|
657 |
+
"step": 48000
|
658 |
+
},
|
659 |
+
{
|
660 |
+
"epoch": 6.47,
|
661 |
+
"learning_rate": 3.525564010145508e-05,
|
662 |
+
"loss": 0.0052,
|
663 |
+
"step": 48500
|
664 |
+
},
|
665 |
+
{
|
666 |
+
"epoch": 6.54,
|
667 |
+
"learning_rate": 3.4588172473635026e-05,
|
668 |
+
"loss": 0.0046,
|
669 |
+
"step": 49000
|
670 |
+
},
|
671 |
+
{
|
672 |
+
"epoch": 6.61,
|
673 |
+
"learning_rate": 3.392070484581498e-05,
|
674 |
+
"loss": 0.0035,
|
675 |
+
"step": 49500
|
676 |
+
},
|
677 |
+
{
|
678 |
+
"epoch": 6.67,
|
679 |
+
"learning_rate": 3.325323721799493e-05,
|
680 |
+
"loss": 0.0051,
|
681 |
+
"step": 50000
|
682 |
+
},
|
683 |
+
{
|
684 |
+
"epoch": 6.74,
|
685 |
+
"learning_rate": 3.258576959017488e-05,
|
686 |
+
"loss": 0.0051,
|
687 |
+
"step": 50500
|
688 |
+
},
|
689 |
+
{
|
690 |
+
"epoch": 6.81,
|
691 |
+
"learning_rate": 3.191830196235483e-05,
|
692 |
+
"loss": 0.0049,
|
693 |
+
"step": 51000
|
694 |
+
},
|
695 |
+
{
|
696 |
+
"epoch": 6.87,
|
697 |
+
"learning_rate": 3.125083433453478e-05,
|
698 |
+
"loss": 0.0051,
|
699 |
+
"step": 51500
|
700 |
+
},
|
701 |
+
{
|
702 |
+
"epoch": 6.94,
|
703 |
+
"learning_rate": 3.0583366706714726e-05,
|
704 |
+
"loss": 0.0048,
|
705 |
+
"step": 52000
|
706 |
+
},
|
707 |
+
{
|
708 |
+
"epoch": 7.0,
|
709 |
+
"eval_accuracy": 0.9884319710398536,
|
710 |
+
"eval_f1": 0.9093145069460259,
|
711 |
+
"eval_loss": 0.07726183533668518,
|
712 |
+
"eval_precision": 0.9146889031430404,
|
713 |
+
"eval_recall": 0.90400289802572,
|
714 |
+
"eval_runtime": 107.8277,
|
715 |
+
"eval_samples_per_second": 76.622,
|
716 |
+
"eval_steps_per_second": 9.58,
|
717 |
+
"step": 52437
|
718 |
+
},
|
719 |
+
{
|
720 |
+
"epoch": 7.01,
|
721 |
+
"learning_rate": 2.9915899078894678e-05,
|
722 |
+
"loss": 0.0045,
|
723 |
+
"step": 52500
|
724 |
+
},
|
725 |
+
{
|
726 |
+
"epoch": 7.08,
|
727 |
+
"learning_rate": 2.9248431451074627e-05,
|
728 |
+
"loss": 0.0021,
|
729 |
+
"step": 53000
|
730 |
+
},
|
731 |
+
{
|
732 |
+
"epoch": 7.14,
|
733 |
+
"learning_rate": 2.8580963823254576e-05,
|
734 |
+
"loss": 0.0022,
|
735 |
+
"step": 53500
|
736 |
+
},
|
737 |
+
{
|
738 |
+
"epoch": 7.21,
|
739 |
+
"learning_rate": 2.7913496195434525e-05,
|
740 |
+
"loss": 0.0024,
|
741 |
+
"step": 54000
|
742 |
+
},
|
743 |
+
{
|
744 |
+
"epoch": 7.28,
|
745 |
+
"learning_rate": 2.7246028567614474e-05,
|
746 |
+
"loss": 0.0025,
|
747 |
+
"step": 54500
|
748 |
+
},
|
749 |
+
{
|
750 |
+
"epoch": 7.34,
|
751 |
+
"learning_rate": 2.6578560939794423e-05,
|
752 |
+
"loss": 0.0018,
|
753 |
+
"step": 55000
|
754 |
+
},
|
755 |
+
{
|
756 |
+
"epoch": 7.41,
|
757 |
+
"learning_rate": 2.591109331197437e-05,
|
758 |
+
"loss": 0.0025,
|
759 |
+
"step": 55500
|
760 |
+
},
|
761 |
+
{
|
762 |
+
"epoch": 7.48,
|
763 |
+
"learning_rate": 2.524362568415432e-05,
|
764 |
+
"loss": 0.0027,
|
765 |
+
"step": 56000
|
766 |
+
},
|
767 |
+
{
|
768 |
+
"epoch": 7.54,
|
769 |
+
"learning_rate": 2.457615805633427e-05,
|
770 |
+
"loss": 0.0024,
|
771 |
+
"step": 56500
|
772 |
+
},
|
773 |
+
{
|
774 |
+
"epoch": 7.61,
|
775 |
+
"learning_rate": 2.390869042851422e-05,
|
776 |
+
"loss": 0.0021,
|
777 |
+
"step": 57000
|
778 |
+
},
|
779 |
+
{
|
780 |
+
"epoch": 7.68,
|
781 |
+
"learning_rate": 2.3241222800694167e-05,
|
782 |
+
"loss": 0.0022,
|
783 |
+
"step": 57500
|
784 |
+
},
|
785 |
+
{
|
786 |
+
"epoch": 7.74,
|
787 |
+
"learning_rate": 2.2573755172874116e-05,
|
788 |
+
"loss": 0.0025,
|
789 |
+
"step": 58000
|
790 |
+
},
|
791 |
+
{
|
792 |
+
"epoch": 7.81,
|
793 |
+
"learning_rate": 2.1906287545054065e-05,
|
794 |
+
"loss": 0.0031,
|
795 |
+
"step": 58500
|
796 |
+
},
|
797 |
+
{
|
798 |
+
"epoch": 7.88,
|
799 |
+
"learning_rate": 2.1238819917234014e-05,
|
800 |
+
"loss": 0.0022,
|
801 |
+
"step": 59000
|
802 |
+
},
|
803 |
+
{
|
804 |
+
"epoch": 7.94,
|
805 |
+
"learning_rate": 2.0571352289413963e-05,
|
806 |
+
"loss": 0.0023,
|
807 |
+
"step": 59500
|
808 |
+
},
|
809 |
+
{
|
810 |
+
"epoch": 8.0,
|
811 |
+
"eval_accuracy": 0.9890330810897457,
|
812 |
+
"eval_f1": 0.9139605257215121,
|
813 |
+
"eval_loss": 0.0873148962855339,
|
814 |
+
"eval_precision": 0.9116136588881881,
|
815 |
+
"eval_recall": 0.9163195073356276,
|
816 |
+
"eval_runtime": 107.6976,
|
817 |
+
"eval_samples_per_second": 76.715,
|
818 |
+
"eval_steps_per_second": 9.592,
|
819 |
+
"step": 59928
|
820 |
+
},
|
821 |
+
{
|
822 |
+
"epoch": 8.01,
|
823 |
+
"learning_rate": 1.9903884661593912e-05,
|
824 |
+
"loss": 0.0015,
|
825 |
+
"step": 60000
|
826 |
+
},
|
827 |
+
{
|
828 |
+
"epoch": 8.08,
|
829 |
+
"learning_rate": 1.9236417033773864e-05,
|
830 |
+
"loss": 0.001,
|
831 |
+
"step": 60500
|
832 |
+
},
|
833 |
+
{
|
834 |
+
"epoch": 8.14,
|
835 |
+
"learning_rate": 1.8568949405953813e-05,
|
836 |
+
"loss": 0.0008,
|
837 |
+
"step": 61000
|
838 |
+
},
|
839 |
+
{
|
840 |
+
"epoch": 8.21,
|
841 |
+
"learning_rate": 1.7901481778133762e-05,
|
842 |
+
"loss": 0.0011,
|
843 |
+
"step": 61500
|
844 |
+
},
|
845 |
+
{
|
846 |
+
"epoch": 8.28,
|
847 |
+
"learning_rate": 1.723401415031371e-05,
|
848 |
+
"loss": 0.0014,
|
849 |
+
"step": 62000
|
850 |
+
},
|
851 |
+
{
|
852 |
+
"epoch": 8.34,
|
853 |
+
"learning_rate": 1.656654652249366e-05,
|
854 |
+
"loss": 0.0012,
|
855 |
+
"step": 62500
|
856 |
+
},
|
857 |
+
{
|
858 |
+
"epoch": 8.41,
|
859 |
+
"learning_rate": 1.589907889467361e-05,
|
860 |
+
"loss": 0.0012,
|
861 |
+
"step": 63000
|
862 |
+
},
|
863 |
+
{
|
864 |
+
"epoch": 8.48,
|
865 |
+
"learning_rate": 1.5231611266853558e-05,
|
866 |
+
"loss": 0.0008,
|
867 |
+
"step": 63500
|
868 |
+
},
|
869 |
+
{
|
870 |
+
"epoch": 8.54,
|
871 |
+
"learning_rate": 1.4564143639033507e-05,
|
872 |
+
"loss": 0.0013,
|
873 |
+
"step": 64000
|
874 |
+
},
|
875 |
+
{
|
876 |
+
"epoch": 8.61,
|
877 |
+
"learning_rate": 1.3896676011213459e-05,
|
878 |
+
"loss": 0.0012,
|
879 |
+
"step": 64500
|
880 |
+
},
|
881 |
+
{
|
882 |
+
"epoch": 8.68,
|
883 |
+
"learning_rate": 1.3229208383393408e-05,
|
884 |
+
"loss": 0.0008,
|
885 |
+
"step": 65000
|
886 |
+
},
|
887 |
+
{
|
888 |
+
"epoch": 8.74,
|
889 |
+
"learning_rate": 1.2561740755573357e-05,
|
890 |
+
"loss": 0.0011,
|
891 |
+
"step": 65500
|
892 |
+
},
|
893 |
+
{
|
894 |
+
"epoch": 8.81,
|
895 |
+
"learning_rate": 1.1894273127753304e-05,
|
896 |
+
"loss": 0.0013,
|
897 |
+
"step": 66000
|
898 |
+
},
|
899 |
+
{
|
900 |
+
"epoch": 8.88,
|
901 |
+
"learning_rate": 1.1226805499933253e-05,
|
902 |
+
"loss": 0.0012,
|
903 |
+
"step": 66500
|
904 |
+
},
|
905 |
+
{
|
906 |
+
"epoch": 8.94,
|
907 |
+
"learning_rate": 1.0559337872113203e-05,
|
908 |
+
"loss": 0.0013,
|
909 |
+
"step": 67000
|
910 |
+
},
|
911 |
+
{
|
912 |
+
"epoch": 9.0,
|
913 |
+
"eval_accuracy": 0.9886724150598104,
|
914 |
+
"eval_f1": 0.9117727148951621,
|
915 |
+
"eval_loss": 0.09737657755613327,
|
916 |
+
"eval_precision": 0.9138464337700145,
|
917 |
+
"eval_recall": 0.9097083861619272,
|
918 |
+
"eval_runtime": 107.7722,
|
919 |
+
"eval_samples_per_second": 76.662,
|
920 |
+
"eval_steps_per_second": 9.585,
|
921 |
+
"step": 67419
|
922 |
+
},
|
923 |
+
{
|
924 |
+
"epoch": 9.01,
|
925 |
+
"learning_rate": 9.891870244293152e-06,
|
926 |
+
"loss": 0.0011,
|
927 |
+
"step": 67500
|
928 |
+
},
|
929 |
+
{
|
930 |
+
"epoch": 9.08,
|
931 |
+
"learning_rate": 9.224402616473101e-06,
|
932 |
+
"loss": 0.0003,
|
933 |
+
"step": 68000
|
934 |
+
},
|
935 |
+
{
|
936 |
+
"epoch": 9.14,
|
937 |
+
"learning_rate": 8.55693498865305e-06,
|
938 |
+
"loss": 0.0005,
|
939 |
+
"step": 68500
|
940 |
+
},
|
941 |
+
{
|
942 |
+
"epoch": 9.21,
|
943 |
+
"learning_rate": 7.889467360833e-06,
|
944 |
+
"loss": 0.0003,
|
945 |
+
"step": 69000
|
946 |
+
},
|
947 |
+
{
|
948 |
+
"epoch": 9.28,
|
949 |
+
"learning_rate": 7.221999733012949e-06,
|
950 |
+
"loss": 0.0006,
|
951 |
+
"step": 69500
|
952 |
+
},
|
953 |
+
{
|
954 |
+
"epoch": 9.34,
|
955 |
+
"learning_rate": 6.554532105192898e-06,
|
956 |
+
"loss": 0.0007,
|
957 |
+
"step": 70000
|
958 |
+
},
|
959 |
+
{
|
960 |
+
"epoch": 9.41,
|
961 |
+
"learning_rate": 5.887064477372848e-06,
|
962 |
+
"loss": 0.0005,
|
963 |
+
"step": 70500
|
964 |
+
},
|
965 |
+
{
|
966 |
+
"epoch": 9.48,
|
967 |
+
"learning_rate": 5.219596849552797e-06,
|
968 |
+
"loss": 0.0005,
|
969 |
+
"step": 71000
|
970 |
+
},
|
971 |
+
{
|
972 |
+
"epoch": 9.54,
|
973 |
+
"learning_rate": 4.552129221732746e-06,
|
974 |
+
"loss": 0.0007,
|
975 |
+
"step": 71500
|
976 |
+
},
|
977 |
+
{
|
978 |
+
"epoch": 9.61,
|
979 |
+
"learning_rate": 3.884661593912695e-06,
|
980 |
+
"loss": 0.0007,
|
981 |
+
"step": 72000
|
982 |
+
},
|
983 |
+
{
|
984 |
+
"epoch": 9.68,
|
985 |
+
"learning_rate": 3.2171939660926445e-06,
|
986 |
+
"loss": 0.0006,
|
987 |
+
"step": 72500
|
988 |
+
},
|
989 |
+
{
|
990 |
+
"epoch": 9.75,
|
991 |
+
"learning_rate": 2.549726338272594e-06,
|
992 |
+
"loss": 0.0006,
|
993 |
+
"step": 73000
|
994 |
+
},
|
995 |
+
{
|
996 |
+
"epoch": 9.81,
|
997 |
+
"learning_rate": 1.8822587104525433e-06,
|
998 |
+
"loss": 0.0006,
|
999 |
+
"step": 73500
|
1000 |
+
},
|
1001 |
+
{
|
1002 |
+
"epoch": 9.88,
|
1003 |
+
"learning_rate": 1.2147910826324925e-06,
|
1004 |
+
"loss": 0.0002,
|
1005 |
+
"step": 74000
|
1006 |
+
},
|
1007 |
+
{
|
1008 |
+
"epoch": 9.95,
|
1009 |
+
"learning_rate": 5.473234548124416e-07,
|
1010 |
+
"loss": 0.0005,
|
1011 |
+
"step": 74500
|
1012 |
+
},
|
1013 |
+
{
|
1014 |
+
"epoch": 10.0,
|
1015 |
+
"eval_accuracy": 0.9888661060758868,
|
1016 |
+
"eval_f1": 0.9123397290170047,
|
1017 |
+
"eval_loss": 0.10618099570274353,
|
1018 |
+
"eval_precision": 0.9160883856829802,
|
1019 |
+
"eval_recall": 0.9086216265169353,
|
1020 |
+
"eval_runtime": 107.8685,
|
1021 |
+
"eval_samples_per_second": 76.593,
|
1022 |
+
"eval_steps_per_second": 9.576,
|
1023 |
+
"step": 74910
|
1024 |
+
}
|
1025 |
+
],
|
1026 |
+
"logging_steps": 500,
|
1027 |
+
"max_steps": 74910,
|
1028 |
+
"num_train_epochs": 10,
|
1029 |
+
"save_steps": 500,
|
1030 |
+
"total_flos": 1.4917264852008653e+18,
|
1031 |
+
"trial_name": null,
|
1032 |
+
"trial_params": null
|
1033 |
+
}
|