End of training
Browse files- all_results.json +10 -10
- eval_results.json +6 -6
- train_results.json +5 -5
- trainer_state.json +223 -268
all_results.json
CHANGED
@@ -1,14 +1,14 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"eval_f1": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime":
|
6 |
"eval_samples": 989,
|
7 |
-
"eval_samples_per_second":
|
8 |
-
"eval_steps_per_second":
|
9 |
-
"train_loss": 0.
|
10 |
-
"train_runtime":
|
11 |
"train_samples": 7914,
|
12 |
-
"train_samples_per_second":
|
13 |
-
"train_steps_per_second": 0.
|
14 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 8.0,
|
3 |
+
"eval_f1": 0.5107802874743327,
|
4 |
+
"eval_loss": 0.283179372549057,
|
5 |
+
"eval_runtime": 3.5813,
|
6 |
"eval_samples": 989,
|
7 |
+
"eval_samples_per_second": 276.158,
|
8 |
+
"eval_steps_per_second": 8.656,
|
9 |
+
"train_loss": 0.2570930659290283,
|
10 |
+
"train_runtime": 822.741,
|
11 |
"train_samples": 7914,
|
12 |
+
"train_samples_per_second": 76.953,
|
13 |
+
"train_steps_per_second": 0.603
|
14 |
}
|
eval_results.json
CHANGED
@@ -1,9 +1,9 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"eval_f1": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime":
|
6 |
"eval_samples": 989,
|
7 |
-
"eval_samples_per_second":
|
8 |
-
"eval_steps_per_second":
|
9 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 8.0,
|
3 |
+
"eval_f1": 0.5107802874743327,
|
4 |
+
"eval_loss": 0.283179372549057,
|
5 |
+
"eval_runtime": 3.5813,
|
6 |
"eval_samples": 989,
|
7 |
+
"eval_samples_per_second": 276.158,
|
8 |
+
"eval_steps_per_second": 8.656
|
9 |
}
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"train_loss": 0.
|
4 |
-
"train_runtime":
|
5 |
"train_samples": 7914,
|
6 |
-
"train_samples_per_second":
|
7 |
-
"train_steps_per_second": 0.
|
8 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 8.0,
|
3 |
+
"train_loss": 0.2570930659290283,
|
4 |
+
"train_runtime": 822.741,
|
5 |
"train_samples": 7914,
|
6 |
+
"train_samples_per_second": 76.953,
|
7 |
+
"train_steps_per_second": 0.603
|
8 |
}
|
trainer_state.json
CHANGED
@@ -1,439 +1,394 @@
|
|
1 |
{
|
2 |
"best_metric": null,
|
3 |
"best_model_checkpoint": null,
|
4 |
-
"epoch":
|
5 |
"eval_steps": 500,
|
6 |
-
"global_step":
|
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.
|
13 |
-
"learning_rate": 1.
|
14 |
-
"loss": 0.
|
15 |
"step": 10
|
16 |
},
|
17 |
{
|
18 |
-
"epoch": 0.
|
19 |
-
"learning_rate": 1.
|
20 |
-
"loss": 0.
|
21 |
"step": 20
|
22 |
},
|
23 |
{
|
24 |
-
"epoch": 0.
|
25 |
-
"learning_rate": 1.
|
26 |
-
"loss": 0.
|
27 |
"step": 30
|
28 |
},
|
29 |
{
|
30 |
-
"epoch": 0.
|
31 |
-
"learning_rate": 1.
|
32 |
-
"loss": 0.
|
33 |
"step": 40
|
34 |
},
|
35 |
{
|
36 |
-
"epoch": 0.
|
37 |
-
"learning_rate": 1.
|
38 |
-
"loss": 0.
|
39 |
"step": 50
|
40 |
},
|
41 |
{
|
42 |
-
"epoch": 0.
|
43 |
-
"learning_rate": 1.
|
44 |
-
"loss": 0.
|
45 |
"step": 60
|
46 |
},
|
47 |
{
|
48 |
-
"epoch": 0
|
49 |
-
"
|
50 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
51 |
"step": 70
|
52 |
},
|
53 |
{
|
54 |
-
"epoch":
|
55 |
-
"learning_rate": 1.
|
56 |
-
"loss": 0.
|
57 |
"step": 80
|
58 |
},
|
59 |
{
|
60 |
-
"epoch":
|
61 |
-
"learning_rate": 1.
|
62 |
-
"loss": 0.
|
63 |
"step": 90
|
64 |
},
|
65 |
{
|
66 |
-
"epoch":
|
67 |
-
"learning_rate": 1.
|
68 |
-
"loss": 0.
|
69 |
"step": 100
|
70 |
},
|
71 |
{
|
72 |
-
"epoch":
|
73 |
-
"learning_rate": 1.
|
74 |
-
"loss": 0.
|
75 |
"step": 110
|
76 |
},
|
77 |
{
|
78 |
-
"epoch":
|
79 |
-
"learning_rate": 1.
|
80 |
-
"loss": 0.
|
81 |
"step": 120
|
82 |
},
|
83 |
{
|
84 |
-
"epoch": 0
|
85 |
-
"eval_f1": 0.
|
86 |
-
"eval_loss": 0.
|
87 |
-
"eval_runtime":
|
88 |
-
"eval_samples_per_second":
|
89 |
-
"eval_steps_per_second":
|
90 |
-
"step":
|
91 |
},
|
92 |
{
|
93 |
-
"epoch": 1
|
94 |
-
"learning_rate": 1.
|
95 |
-
"loss": 0.
|
96 |
"step": 130
|
97 |
},
|
98 |
{
|
99 |
-
"epoch":
|
100 |
-
"learning_rate": 1.
|
101 |
-
"loss": 0.
|
102 |
"step": 140
|
103 |
},
|
104 |
{
|
105 |
-
"epoch":
|
106 |
-
"learning_rate": 1.
|
107 |
-
"loss": 0.
|
108 |
"step": 150
|
109 |
},
|
110 |
{
|
111 |
-
"epoch":
|
112 |
-
"learning_rate": 1.
|
113 |
-
"loss": 0.
|
114 |
"step": 160
|
115 |
},
|
116 |
{
|
117 |
-
"epoch":
|
118 |
-
"learning_rate": 1.
|
119 |
-
"loss": 0.
|
120 |
"step": 170
|
121 |
},
|
122 |
{
|
123 |
-
"epoch":
|
124 |
-
"learning_rate": 1.
|
125 |
-
"loss": 0.
|
126 |
"step": 180
|
127 |
},
|
128 |
{
|
129 |
-
"epoch":
|
130 |
-
"
|
131 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
132 |
"step": 190
|
133 |
},
|
134 |
{
|
135 |
-
"epoch":
|
136 |
-
"learning_rate": 1.
|
137 |
-
"loss": 0.
|
138 |
"step": 200
|
139 |
},
|
140 |
{
|
141 |
-
"epoch":
|
142 |
-
"learning_rate": 1.
|
143 |
-
"loss": 0.
|
144 |
"step": 210
|
145 |
},
|
146 |
{
|
147 |
-
"epoch":
|
148 |
-
"learning_rate": 1.
|
149 |
-
"loss": 0.
|
150 |
"step": 220
|
151 |
},
|
152 |
{
|
153 |
-
"epoch":
|
154 |
-
"learning_rate": 1.
|
155 |
-
"loss": 0.
|
156 |
"step": 230
|
157 |
},
|
158 |
{
|
159 |
-
"epoch":
|
160 |
-
"learning_rate": 1.
|
161 |
-
"loss": 0.
|
162 |
"step": 240
|
163 |
},
|
164 |
{
|
165 |
-
"epoch":
|
166 |
-
"eval_f1": 0.
|
167 |
-
"eval_loss": 0.
|
168 |
-
"eval_runtime":
|
169 |
-
"eval_samples_per_second":
|
170 |
-
"eval_steps_per_second":
|
171 |
-
"step":
|
172 |
},
|
173 |
{
|
174 |
-
"epoch":
|
175 |
-
"learning_rate":
|
176 |
-
"loss": 0.
|
177 |
"step": 250
|
178 |
},
|
179 |
{
|
180 |
-
"epoch":
|
181 |
-
"learning_rate":
|
182 |
-
"loss": 0.
|
183 |
"step": 260
|
184 |
},
|
185 |
{
|
186 |
-
"epoch":
|
187 |
-
"learning_rate":
|
188 |
-
"loss": 0.
|
189 |
"step": 270
|
190 |
},
|
191 |
{
|
192 |
-
"epoch":
|
193 |
-
"learning_rate":
|
194 |
-
"loss": 0.
|
195 |
"step": 280
|
196 |
},
|
197 |
{
|
198 |
-
"epoch":
|
199 |
-
"learning_rate":
|
200 |
-
"loss": 0.
|
201 |
"step": 290
|
202 |
},
|
203 |
{
|
204 |
-
"epoch":
|
205 |
-
"learning_rate":
|
206 |
-
"loss": 0.
|
207 |
"step": 300
|
208 |
},
|
209 |
{
|
210 |
-
"epoch":
|
211 |
-
"learning_rate":
|
212 |
-
"loss": 0.
|
213 |
"step": 310
|
214 |
},
|
215 |
{
|
216 |
-
"epoch":
|
217 |
-
"
|
218 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
219 |
"step": 320
|
220 |
},
|
221 |
{
|
222 |
-
"epoch":
|
223 |
-
"learning_rate":
|
224 |
-
"loss": 0.
|
225 |
"step": 330
|
226 |
},
|
227 |
{
|
228 |
-
"epoch":
|
229 |
-
"learning_rate":
|
230 |
-
"loss": 0.
|
231 |
"step": 340
|
232 |
},
|
233 |
{
|
234 |
-
"epoch":
|
235 |
-
"learning_rate":
|
236 |
-
"loss": 0.
|
237 |
"step": 350
|
238 |
},
|
239 |
{
|
240 |
-
"epoch":
|
241 |
-
"learning_rate":
|
242 |
-
"loss": 0.
|
243 |
"step": 360
|
244 |
},
|
245 |
{
|
246 |
-
"epoch":
|
247 |
-
"learning_rate":
|
248 |
-
"loss": 0.
|
249 |
"step": 370
|
250 |
},
|
251 |
{
|
252 |
-
"epoch":
|
253 |
-
"eval_f1": 0.
|
254 |
-
"eval_loss": 0.
|
255 |
-
"eval_runtime":
|
256 |
-
"eval_samples_per_second":
|
257 |
-
"eval_steps_per_second":
|
258 |
-
"step":
|
259 |
},
|
260 |
{
|
261 |
-
"epoch":
|
262 |
-
"learning_rate":
|
263 |
-
"loss": 0.
|
264 |
"step": 380
|
265 |
},
|
266 |
{
|
267 |
-
"epoch":
|
268 |
-
"learning_rate":
|
269 |
-
"loss": 0.
|
270 |
"step": 390
|
271 |
},
|
272 |
{
|
273 |
-
"epoch":
|
274 |
-
"learning_rate":
|
275 |
-
"loss": 0.
|
276 |
"step": 400
|
277 |
},
|
278 |
{
|
279 |
-
"epoch":
|
280 |
-
"learning_rate":
|
281 |
-
"loss": 0.
|
282 |
"step": 410
|
283 |
},
|
284 |
{
|
285 |
-
"epoch":
|
286 |
-
"learning_rate":
|
287 |
-
"loss": 0.
|
288 |
"step": 420
|
289 |
},
|
290 |
{
|
291 |
-
"epoch":
|
292 |
-
"learning_rate":
|
293 |
-
"loss": 0.
|
294 |
"step": 430
|
295 |
},
|
296 |
{
|
297 |
-
"epoch":
|
298 |
-
"
|
299 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
300 |
"step": 440
|
301 |
},
|
302 |
{
|
303 |
-
"epoch":
|
304 |
-
"learning_rate":
|
305 |
-
"loss": 0.
|
306 |
"step": 450
|
307 |
},
|
308 |
{
|
309 |
-
"epoch":
|
310 |
-
"learning_rate":
|
311 |
-
"loss": 0.
|
312 |
"step": 460
|
313 |
},
|
314 |
{
|
315 |
-
"epoch":
|
316 |
-
"learning_rate":
|
317 |
-
"loss": 0.
|
318 |
"step": 470
|
319 |
},
|
320 |
{
|
321 |
-
"epoch":
|
322 |
-
"learning_rate":
|
323 |
-
"loss": 0.
|
324 |
"step": 480
|
325 |
},
|
326 |
{
|
327 |
-
"epoch":
|
328 |
-
"learning_rate":
|
329 |
-
"loss": 0.
|
330 |
"step": 490
|
331 |
},
|
332 |
{
|
333 |
-
"epoch":
|
334 |
-
"eval_f1": 0.
|
335 |
-
"eval_loss": 0.
|
336 |
-
"eval_runtime":
|
337 |
-
"eval_samples_per_second":
|
338 |
-
"eval_steps_per_second":
|
339 |
-
"step":
|
340 |
-
},
|
341 |
-
{
|
342 |
-
"epoch": 4.04,
|
343 |
-
"learning_rate": 3.7398373983739838e-06,
|
344 |
-
"loss": 0.1477,
|
345 |
-
"step": 500
|
346 |
-
},
|
347 |
-
{
|
348 |
-
"epoch": 4.12,
|
349 |
-
"learning_rate": 3.414634146341464e-06,
|
350 |
-
"loss": 0.1406,
|
351 |
-
"step": 510
|
352 |
-
},
|
353 |
-
{
|
354 |
-
"epoch": 4.2,
|
355 |
-
"learning_rate": 3.0894308943089435e-06,
|
356 |
-
"loss": 0.1383,
|
357 |
-
"step": 520
|
358 |
-
},
|
359 |
-
{
|
360 |
-
"epoch": 4.28,
|
361 |
-
"learning_rate": 2.764227642276423e-06,
|
362 |
-
"loss": 0.1374,
|
363 |
-
"step": 530
|
364 |
-
},
|
365 |
-
{
|
366 |
-
"epoch": 4.36,
|
367 |
-
"learning_rate": 2.4390243902439027e-06,
|
368 |
-
"loss": 0.1282,
|
369 |
-
"step": 540
|
370 |
-
},
|
371 |
-
{
|
372 |
-
"epoch": 4.44,
|
373 |
-
"learning_rate": 2.1138211382113824e-06,
|
374 |
-
"loss": 0.1338,
|
375 |
-
"step": 550
|
376 |
-
},
|
377 |
-
{
|
378 |
-
"epoch": 4.53,
|
379 |
-
"learning_rate": 1.788617886178862e-06,
|
380 |
-
"loss": 0.1397,
|
381 |
-
"step": 560
|
382 |
-
},
|
383 |
-
{
|
384 |
-
"epoch": 4.61,
|
385 |
-
"learning_rate": 1.4634146341463414e-06,
|
386 |
-
"loss": 0.143,
|
387 |
-
"step": 570
|
388 |
-
},
|
389 |
-
{
|
390 |
-
"epoch": 4.69,
|
391 |
-
"learning_rate": 1.1382113821138213e-06,
|
392 |
-
"loss": 0.1392,
|
393 |
-
"step": 580
|
394 |
-
},
|
395 |
-
{
|
396 |
-
"epoch": 4.77,
|
397 |
-
"learning_rate": 8.130081300813009e-07,
|
398 |
-
"loss": 0.1374,
|
399 |
-
"step": 590
|
400 |
-
},
|
401 |
-
{
|
402 |
-
"epoch": 4.85,
|
403 |
-
"learning_rate": 4.878048780487805e-07,
|
404 |
-
"loss": 0.1401,
|
405 |
-
"step": 600
|
406 |
-
},
|
407 |
-
{
|
408 |
-
"epoch": 4.93,
|
409 |
-
"learning_rate": 1.6260162601626018e-07,
|
410 |
-
"loss": 0.1382,
|
411 |
-
"step": 610
|
412 |
-
},
|
413 |
-
{
|
414 |
-
"epoch": 4.97,
|
415 |
-
"eval_f1": 0.7095034823635139,
|
416 |
-
"eval_loss": 0.20497334003448486,
|
417 |
-
"eval_runtime": 17.0074,
|
418 |
-
"eval_samples_per_second": 58.151,
|
419 |
-
"eval_steps_per_second": 3.645,
|
420 |
-
"step": 615
|
421 |
},
|
422 |
{
|
423 |
-
"epoch":
|
424 |
-
"step":
|
425 |
-
"total_flos":
|
426 |
-
"train_loss": 0.
|
427 |
-
"train_runtime":
|
428 |
-
"train_samples_per_second":
|
429 |
-
"train_steps_per_second": 0.
|
430 |
}
|
431 |
],
|
432 |
"logging_steps": 10,
|
433 |
-
"max_steps":
|
434 |
-
"num_train_epochs":
|
435 |
"save_steps": 500,
|
436 |
-
"total_flos":
|
437 |
"trial_name": null,
|
438 |
"trial_params": null
|
439 |
}
|
|
|
1 |
{
|
2 |
"best_metric": null,
|
3 |
"best_model_checkpoint": null,
|
4 |
+
"epoch": 8.0,
|
5 |
"eval_steps": 500,
|
6 |
+
"global_step": 496,
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
+
"epoch": 0.16,
|
13 |
+
"learning_rate": 1.9596774193548388e-05,
|
14 |
+
"loss": 0.4886,
|
15 |
"step": 10
|
16 |
},
|
17 |
{
|
18 |
+
"epoch": 0.32,
|
19 |
+
"learning_rate": 1.9193548387096777e-05,
|
20 |
+
"loss": 0.3236,
|
21 |
"step": 20
|
22 |
},
|
23 |
{
|
24 |
+
"epoch": 0.48,
|
25 |
+
"learning_rate": 1.8790322580645163e-05,
|
26 |
+
"loss": 0.3137,
|
27 |
"step": 30
|
28 |
},
|
29 |
{
|
30 |
+
"epoch": 0.65,
|
31 |
+
"learning_rate": 1.838709677419355e-05,
|
32 |
+
"loss": 0.3073,
|
33 |
"step": 40
|
34 |
},
|
35 |
{
|
36 |
+
"epoch": 0.81,
|
37 |
+
"learning_rate": 1.7983870967741936e-05,
|
38 |
+
"loss": 0.3068,
|
39 |
"step": 50
|
40 |
},
|
41 |
{
|
42 |
+
"epoch": 0.97,
|
43 |
+
"learning_rate": 1.7580645161290325e-05,
|
44 |
+
"loss": 0.3059,
|
45 |
"step": 60
|
46 |
},
|
47 |
{
|
48 |
+
"epoch": 1.0,
|
49 |
+
"eval_f1": 0.32627646326276466,
|
50 |
+
"eval_loss": 0.2893124222755432,
|
51 |
+
"eval_runtime": 3.6709,
|
52 |
+
"eval_samples_per_second": 269.418,
|
53 |
+
"eval_steps_per_second": 8.445,
|
54 |
+
"step": 62
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 1.13,
|
58 |
+
"learning_rate": 1.717741935483871e-05,
|
59 |
+
"loss": 0.3038,
|
60 |
"step": 70
|
61 |
},
|
62 |
{
|
63 |
+
"epoch": 1.29,
|
64 |
+
"learning_rate": 1.6774193548387098e-05,
|
65 |
+
"loss": 0.2959,
|
66 |
"step": 80
|
67 |
},
|
68 |
{
|
69 |
+
"epoch": 1.45,
|
70 |
+
"learning_rate": 1.6370967741935487e-05,
|
71 |
+
"loss": 0.2953,
|
72 |
"step": 90
|
73 |
},
|
74 |
{
|
75 |
+
"epoch": 1.61,
|
76 |
+
"learning_rate": 1.596774193548387e-05,
|
77 |
+
"loss": 0.2908,
|
78 |
"step": 100
|
79 |
},
|
80 |
{
|
81 |
+
"epoch": 1.77,
|
82 |
+
"learning_rate": 1.556451612903226e-05,
|
83 |
+
"loss": 0.2902,
|
84 |
"step": 110
|
85 |
},
|
86 |
{
|
87 |
+
"epoch": 1.94,
|
88 |
+
"learning_rate": 1.5161290322580646e-05,
|
89 |
+
"loss": 0.2879,
|
90 |
"step": 120
|
91 |
},
|
92 |
{
|
93 |
+
"epoch": 2.0,
|
94 |
+
"eval_f1": 0.429018492176387,
|
95 |
+
"eval_loss": 0.2794504165649414,
|
96 |
+
"eval_runtime": 3.6769,
|
97 |
+
"eval_samples_per_second": 268.977,
|
98 |
+
"eval_steps_per_second": 8.431,
|
99 |
+
"step": 124
|
100 |
},
|
101 |
{
|
102 |
+
"epoch": 2.1,
|
103 |
+
"learning_rate": 1.4758064516129033e-05,
|
104 |
+
"loss": 0.2774,
|
105 |
"step": 130
|
106 |
},
|
107 |
{
|
108 |
+
"epoch": 2.26,
|
109 |
+
"learning_rate": 1.4354838709677421e-05,
|
110 |
+
"loss": 0.2762,
|
111 |
"step": 140
|
112 |
},
|
113 |
{
|
114 |
+
"epoch": 2.42,
|
115 |
+
"learning_rate": 1.3951612903225809e-05,
|
116 |
+
"loss": 0.2811,
|
117 |
"step": 150
|
118 |
},
|
119 |
{
|
120 |
+
"epoch": 2.58,
|
121 |
+
"learning_rate": 1.3548387096774194e-05,
|
122 |
+
"loss": 0.2734,
|
123 |
"step": 160
|
124 |
},
|
125 |
{
|
126 |
+
"epoch": 2.74,
|
127 |
+
"learning_rate": 1.3145161290322581e-05,
|
128 |
+
"loss": 0.279,
|
129 |
"step": 170
|
130 |
},
|
131 |
{
|
132 |
+
"epoch": 2.9,
|
133 |
+
"learning_rate": 1.274193548387097e-05,
|
134 |
+
"loss": 0.2729,
|
135 |
"step": 180
|
136 |
},
|
137 |
{
|
138 |
+
"epoch": 3.0,
|
139 |
+
"eval_f1": 0.4356266057664859,
|
140 |
+
"eval_loss": 0.27300506830215454,
|
141 |
+
"eval_runtime": 3.6734,
|
142 |
+
"eval_samples_per_second": 269.233,
|
143 |
+
"eval_steps_per_second": 8.439,
|
144 |
+
"step": 186
|
145 |
+
},
|
146 |
+
{
|
147 |
+
"epoch": 3.06,
|
148 |
+
"learning_rate": 1.2338709677419355e-05,
|
149 |
+
"loss": 0.2722,
|
150 |
"step": 190
|
151 |
},
|
152 |
{
|
153 |
+
"epoch": 3.23,
|
154 |
+
"learning_rate": 1.1935483870967743e-05,
|
155 |
+
"loss": 0.2605,
|
156 |
"step": 200
|
157 |
},
|
158 |
{
|
159 |
+
"epoch": 3.39,
|
160 |
+
"learning_rate": 1.1532258064516131e-05,
|
161 |
+
"loss": 0.2564,
|
162 |
"step": 210
|
163 |
},
|
164 |
{
|
165 |
+
"epoch": 3.55,
|
166 |
+
"learning_rate": 1.1129032258064516e-05,
|
167 |
+
"loss": 0.264,
|
168 |
"step": 220
|
169 |
},
|
170 |
{
|
171 |
+
"epoch": 3.71,
|
172 |
+
"learning_rate": 1.0725806451612903e-05,
|
173 |
+
"loss": 0.2627,
|
174 |
"step": 230
|
175 |
},
|
176 |
{
|
177 |
+
"epoch": 3.87,
|
178 |
+
"learning_rate": 1.0322580645161291e-05,
|
179 |
+
"loss": 0.2606,
|
180 |
"step": 240
|
181 |
},
|
182 |
{
|
183 |
+
"epoch": 4.0,
|
184 |
+
"eval_f1": 0.458980044345898,
|
185 |
+
"eval_loss": 0.272247850894928,
|
186 |
+
"eval_runtime": 3.6724,
|
187 |
+
"eval_samples_per_second": 269.307,
|
188 |
+
"eval_steps_per_second": 8.441,
|
189 |
+
"step": 248
|
190 |
},
|
191 |
{
|
192 |
+
"epoch": 4.03,
|
193 |
+
"learning_rate": 9.919354838709679e-06,
|
194 |
+
"loss": 0.2523,
|
195 |
"step": 250
|
196 |
},
|
197 |
{
|
198 |
+
"epoch": 4.19,
|
199 |
+
"learning_rate": 9.516129032258065e-06,
|
200 |
+
"loss": 0.2437,
|
201 |
"step": 260
|
202 |
},
|
203 |
{
|
204 |
+
"epoch": 4.35,
|
205 |
+
"learning_rate": 9.112903225806451e-06,
|
206 |
+
"loss": 0.2451,
|
207 |
"step": 270
|
208 |
},
|
209 |
{
|
210 |
+
"epoch": 4.52,
|
211 |
+
"learning_rate": 8.70967741935484e-06,
|
212 |
+
"loss": 0.2514,
|
213 |
"step": 280
|
214 |
},
|
215 |
{
|
216 |
+
"epoch": 4.68,
|
217 |
+
"learning_rate": 8.306451612903227e-06,
|
218 |
+
"loss": 0.2439,
|
219 |
"step": 290
|
220 |
},
|
221 |
{
|
222 |
+
"epoch": 4.84,
|
223 |
+
"learning_rate": 7.903225806451613e-06,
|
224 |
+
"loss": 0.2378,
|
225 |
"step": 300
|
226 |
},
|
227 |
{
|
228 |
+
"epoch": 5.0,
|
229 |
+
"learning_rate": 7.500000000000001e-06,
|
230 |
+
"loss": 0.2433,
|
231 |
"step": 310
|
232 |
},
|
233 |
{
|
234 |
+
"epoch": 5.0,
|
235 |
+
"eval_f1": 0.4775401069518716,
|
236 |
+
"eval_loss": 0.2747083902359009,
|
237 |
+
"eval_runtime": 3.674,
|
238 |
+
"eval_samples_per_second": 269.186,
|
239 |
+
"eval_steps_per_second": 8.438,
|
240 |
+
"step": 310
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 5.16,
|
244 |
+
"learning_rate": 7.096774193548388e-06,
|
245 |
+
"loss": 0.2302,
|
246 |
"step": 320
|
247 |
},
|
248 |
{
|
249 |
+
"epoch": 5.32,
|
250 |
+
"learning_rate": 6.693548387096774e-06,
|
251 |
+
"loss": 0.2292,
|
252 |
"step": 330
|
253 |
},
|
254 |
{
|
255 |
+
"epoch": 5.48,
|
256 |
+
"learning_rate": 6.290322580645162e-06,
|
257 |
+
"loss": 0.223,
|
258 |
"step": 340
|
259 |
},
|
260 |
{
|
261 |
+
"epoch": 5.65,
|
262 |
+
"learning_rate": 5.887096774193549e-06,
|
263 |
+
"loss": 0.2281,
|
264 |
"step": 350
|
265 |
},
|
266 |
{
|
267 |
+
"epoch": 5.81,
|
268 |
+
"learning_rate": 5.483870967741935e-06,
|
269 |
+
"loss": 0.2301,
|
270 |
"step": 360
|
271 |
},
|
272 |
{
|
273 |
+
"epoch": 5.97,
|
274 |
+
"learning_rate": 5.080645161290323e-06,
|
275 |
+
"loss": 0.227,
|
276 |
"step": 370
|
277 |
},
|
278 |
{
|
279 |
+
"epoch": 6.0,
|
280 |
+
"eval_f1": 0.49764027267960154,
|
281 |
+
"eval_loss": 0.2776886522769928,
|
282 |
+
"eval_runtime": 3.6732,
|
283 |
+
"eval_samples_per_second": 269.25,
|
284 |
+
"eval_steps_per_second": 8.44,
|
285 |
+
"step": 372
|
286 |
},
|
287 |
{
|
288 |
+
"epoch": 6.13,
|
289 |
+
"learning_rate": 4.67741935483871e-06,
|
290 |
+
"loss": 0.2188,
|
291 |
"step": 380
|
292 |
},
|
293 |
{
|
294 |
+
"epoch": 6.29,
|
295 |
+
"learning_rate": 4.274193548387097e-06,
|
296 |
+
"loss": 0.2195,
|
297 |
"step": 390
|
298 |
},
|
299 |
{
|
300 |
+
"epoch": 6.45,
|
301 |
+
"learning_rate": 3.870967741935484e-06,
|
302 |
+
"loss": 0.2123,
|
303 |
"step": 400
|
304 |
},
|
305 |
{
|
306 |
+
"epoch": 6.61,
|
307 |
+
"learning_rate": 3.4677419354838714e-06,
|
308 |
+
"loss": 0.2121,
|
309 |
"step": 410
|
310 |
},
|
311 |
{
|
312 |
+
"epoch": 6.77,
|
313 |
+
"learning_rate": 3.0645161290322584e-06,
|
314 |
+
"loss": 0.2136,
|
315 |
"step": 420
|
316 |
},
|
317 |
{
|
318 |
+
"epoch": 6.94,
|
319 |
+
"learning_rate": 2.6612903225806454e-06,
|
320 |
+
"loss": 0.207,
|
321 |
"step": 430
|
322 |
},
|
323 |
{
|
324 |
+
"epoch": 7.0,
|
325 |
+
"eval_f1": 0.5087719298245615,
|
326 |
+
"eval_loss": 0.28140273690223694,
|
327 |
+
"eval_runtime": 3.6742,
|
328 |
+
"eval_samples_per_second": 269.173,
|
329 |
+
"eval_steps_per_second": 8.437,
|
330 |
+
"step": 434
|
331 |
+
},
|
332 |
+
{
|
333 |
+
"epoch": 7.1,
|
334 |
+
"learning_rate": 2.2580645161290324e-06,
|
335 |
+
"loss": 0.2085,
|
336 |
"step": 440
|
337 |
},
|
338 |
{
|
339 |
+
"epoch": 7.26,
|
340 |
+
"learning_rate": 1.8548387096774196e-06,
|
341 |
+
"loss": 0.2071,
|
342 |
"step": 450
|
343 |
},
|
344 |
{
|
345 |
+
"epoch": 7.42,
|
346 |
+
"learning_rate": 1.4516129032258066e-06,
|
347 |
+
"loss": 0.2027,
|
348 |
"step": 460
|
349 |
},
|
350 |
{
|
351 |
+
"epoch": 7.58,
|
352 |
+
"learning_rate": 1.0483870967741936e-06,
|
353 |
+
"loss": 0.2017,
|
354 |
"step": 470
|
355 |
},
|
356 |
{
|
357 |
+
"epoch": 7.74,
|
358 |
+
"learning_rate": 6.451612903225807e-07,
|
359 |
+
"loss": 0.2017,
|
360 |
"step": 480
|
361 |
},
|
362 |
{
|
363 |
+
"epoch": 7.9,
|
364 |
+
"learning_rate": 2.4193548387096775e-07,
|
365 |
+
"loss": 0.1969,
|
366 |
"step": 490
|
367 |
},
|
368 |
{
|
369 |
+
"epoch": 8.0,
|
370 |
+
"eval_f1": 0.5107802874743327,
|
371 |
+
"eval_loss": 0.283179372549057,
|
372 |
+
"eval_runtime": 3.6742,
|
373 |
+
"eval_samples_per_second": 269.174,
|
374 |
+
"eval_steps_per_second": 8.437,
|
375 |
+
"step": 496
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
376 |
},
|
377 |
{
|
378 |
+
"epoch": 8.0,
|
379 |
+
"step": 496,
|
380 |
+
"total_flos": 0.0,
|
381 |
+
"train_loss": 0.2570930659290283,
|
382 |
+
"train_runtime": 822.741,
|
383 |
+
"train_samples_per_second": 76.953,
|
384 |
+
"train_steps_per_second": 0.603
|
385 |
}
|
386 |
],
|
387 |
"logging_steps": 10,
|
388 |
+
"max_steps": 496,
|
389 |
+
"num_train_epochs": 8,
|
390 |
"save_steps": 500,
|
391 |
+
"total_flos": 0.0,
|
392 |
"trial_name": null,
|
393 |
"trial_params": null
|
394 |
}
|