|
372 | 372 | }, |
373 | 373 | { |
374 | 374 | "cell_type": "code", |
375 | | - "execution_count": null, |
| 375 | + "execution_count": 8, |
376 | 376 | "id": "f024bb0f", |
377 | 377 | "metadata": {}, |
378 | 378 | "outputs": [ |
379 | 379 | { |
380 | 380 | "name": "stdout", |
381 | 381 | "output_type": "stream", |
382 | 382 | "text": [ |
383 | | - "{\n", |
384 | | - " \"id\": \"ftjob-9a89ce8f64994a46befa93136433c43e\",\n", |
385 | | - " \"created_at\": 1762435747,\n", |
386 | | - " \"error\": null,\n", |
387 | | - " \"fine_tuned_model\": null,\n", |
388 | | - " \"finished_at\": null,\n", |
389 | | - " \"hyperparameters\": {\n", |
390 | | - " \"batch_size\": 1,\n", |
391 | | - " \"learning_rate_multiplier\": 1.0,\n", |
392 | | - " \"n_epochs\": 3\n", |
393 | | - " },\n", |
394 | | - " \"model\": \"gpt-4o-2024-08-06\",\n", |
395 | | - " \"object\": \"fine_tuning.job\",\n", |
396 | | - " \"organization_id\": null,\n", |
397 | | - " \"result_files\": [\n", |
398 | | - " \"file-04cffffb55664b39bc9193f650dd991e\"\n", |
399 | | - " ],\n", |
400 | | - " \"seed\": 105,\n", |
401 | | - " \"status\": \"running\",\n", |
402 | | - " \"trained_tokens\": null,\n", |
403 | | - " \"training_file\": \"file-adcc886357074524b0158c9b28e75c23\",\n", |
404 | | - " \"validation_file\": \"file-2c40fbf6d80647b2ac0181e911b9e41c\",\n", |
405 | | - " \"estimated_finish\": 1762437316,\n", |
406 | | - " \"integrations\": null,\n", |
407 | | - " \"metadata\": null,\n", |
408 | | - " \"method\": null\n", |
409 | | - "}\n", |
410 | | - "Elapsed time: 58 minutes 18 seconds\n", |
411 | | - "Status: running\n" |
| 383 | + "Fine-tuning job ftjob-9a89ce8f64994a46befa93136433c43e finished with status: succeeded\n", |
| 384 | + "Checking other fine-tune jobs for this resource.\n", |
| 385 | + "Found 3 fine-tune jobs.\n" |
412 | 386 | ] |
413 | 387 | } |
414 | 388 | ], |
|
456 | 430 | }, |
457 | 431 | { |
458 | 432 | "cell_type": "code", |
459 | | - "execution_count": null, |
| 433 | + "execution_count": 9, |
460 | 434 | "id": "ebe8fa88", |
461 | 435 | "metadata": {}, |
462 | 436 | "outputs": [ |
|
467 | 441 | "{\n", |
468 | 442 | " \"data\": [\n", |
469 | 443 | " {\n", |
470 | | - " \"id\": \"ftevent-978b59aa8f7b4d5699f24e4ebf63e3e9\",\n", |
471 | | - " \"created_at\": 1762285152,\n", |
| 444 | + " \"id\": \"ftevent-6337f67454304675a4522961b1d4e650\",\n", |
| 445 | + " \"created_at\": 1762439853,\n", |
472 | 446 | " \"level\": \"info\",\n", |
473 | 447 | " \"message\": \"Training tokens billed: 8000\",\n", |
474 | 448 | " \"object\": \"fine_tuning.job.event\",\n", |
475 | 449 | " \"data\": null,\n", |
476 | 450 | " \"type\": \"message\"\n", |
477 | 451 | " },\n", |
478 | 452 | " {\n", |
479 | | - " \"id\": \"ftevent-16ff596841cf492a8e69de11591e6650\",\n", |
480 | | - " \"created_at\": 1762285151,\n", |
| 453 | + " \"id\": \"ftevent-7e03223d12b14b409b3bf873ce2b1fe9\",\n", |
| 454 | + " \"created_at\": 1762439853,\n", |
481 | 455 | " \"level\": \"info\",\n", |
482 | 456 | " \"message\": \"Model Evaluation Passed.\",\n", |
483 | 457 | " \"object\": \"fine_tuning.job.event\",\n", |
484 | 458 | " \"data\": null,\n", |
485 | 459 | " \"type\": \"message\"\n", |
486 | 460 | " },\n", |
487 | 461 | " {\n", |
488 | | - " \"id\": \"ftevent-b6255ab17ed74b079f9c5023dd435d9e\",\n", |
489 | | - " \"created_at\": 1762285151,\n", |
| 462 | + " \"id\": \"ftevent-9611c6358b3940be845726f3198a86f8\",\n", |
| 463 | + " \"created_at\": 1762439853,\n", |
490 | 464 | " \"level\": \"info\",\n", |
491 | | - " \"message\": \"Completed results file: file-7537f2e0e43c4982b345df363653865e\",\n", |
| 465 | + " \"message\": \"Completed results file: file-04cffffb55664b39bc9193f650dd991e\",\n", |
492 | 466 | " \"object\": \"fine_tuning.job.event\",\n", |
493 | 467 | " \"data\": null,\n", |
494 | 468 | " \"type\": \"message\"\n", |
495 | 469 | " },\n", |
496 | 470 | " {\n", |
497 | | - " \"id\": \"ftevent-bcf121c1b49d4e2e8386582ffaeed200\",\n", |
498 | | - " \"created_at\": 1762285145,\n", |
| 471 | + " \"id\": \"ftevent-009808a1aef34f4baf91ce92bc7a4a65\",\n", |
| 472 | + " \"created_at\": 1762439824,\n", |
499 | 473 | " \"level\": \"info\",\n", |
500 | 474 | " \"message\": \"Job succeeded.\",\n", |
501 | 475 | " \"object\": \"fine_tuning.job.event\",\n", |
502 | 476 | " \"data\": null,\n", |
503 | 477 | " \"type\": \"message\"\n", |
504 | 478 | " },\n", |
505 | 479 | " {\n", |
506 | | - " \"id\": \"ftevent-808de1bd56fbf96808de1bd56fbf9680\",\n", |
507 | | - " \"created_at\": 1762283265,\n", |
| 480 | + " \"id\": \"ftevent-808de1d3dc516b7808de1d3dc516b780\",\n", |
| 481 | + " \"created_at\": 1762438027,\n", |
508 | 482 | " \"level\": \"info\",\n", |
509 | 483 | " \"message\": \"Step 120: training loss=1.3205604553222656\",\n", |
510 | 484 | " \"object\": \"fine_tuning.job.event\",\n", |
|
520 | 494 | " \"type\": \"metrics\"\n", |
521 | 495 | " },\n", |
522 | 496 | " {\n", |
523 | | - " \"id\": \"ftevent-808de1bd569c9b5808de1bd569c9b580\",\n", |
524 | | - " \"created_at\": 1762283255,\n", |
| 497 | + " \"id\": \"ftevent-808de1d3dbf20d6808de1d3dbf20d680\",\n", |
| 498 | + " \"created_at\": 1762438017,\n", |
525 | 499 | " \"level\": \"info\",\n", |
526 | 500 | " \"message\": \"Step 110: training loss=1.7486391067504883\",\n", |
527 | 501 | " \"object\": \"fine_tuning.job.event\",\n", |
|
535 | 509 | " \"type\": \"metrics\"\n", |
536 | 510 | " },\n", |
537 | 511 | " {\n", |
538 | | - " \"id\": \"ftevent-808de1bd563d3d4808de1bd563d3d480\",\n", |
539 | | - " \"created_at\": 1762283245,\n", |
| 512 | + " \"id\": \"ftevent-808de1d3db92af5808de1d3db92af580\",\n", |
| 513 | + " \"created_at\": 1762438007,\n", |
540 | 514 | " \"level\": \"info\",\n", |
541 | 515 | " \"message\": \"Step 100: training loss=1.3873664140701294\",\n", |
542 | 516 | " \"object\": \"fine_tuning.job.event\",\n", |
|
550 | 524 | " \"type\": \"metrics\"\n", |
551 | 525 | " },\n", |
552 | 526 | " {\n", |
553 | | - " \"id\": \"ftevent-808de1bd55dddf3808de1bd55dddf380\",\n", |
554 | | - " \"created_at\": 1762283235,\n", |
| 527 | + " \"id\": \"ftevent-808de1d3db33514808de1d3db3351480\",\n", |
| 528 | + " \"created_at\": 1762437997,\n", |
555 | 529 | " \"level\": \"info\",\n", |
556 | 530 | " \"message\": \"Step 90: training loss=1.6716580390930176\",\n", |
557 | 531 | " \"object\": \"fine_tuning.job.event\",\n", |
|
565 | 539 | " \"type\": \"metrics\"\n", |
566 | 540 | " },\n", |
567 | 541 | " {\n", |
568 | | - " \"id\": \"ftevent-808de1bd557e812808de1bd557e81280\",\n", |
569 | | - " \"created_at\": 1762283225,\n", |
| 542 | + " \"id\": \"ftevent-808de1d3dad3f33808de1d3dad3f3380\",\n", |
| 543 | + " \"created_at\": 1762437987,\n", |
570 | 544 | " \"level\": \"info\",\n", |
571 | 545 | " \"message\": \"Step 80: training loss=1.714286208152771\",\n", |
572 | 546 | " \"object\": \"fine_tuning.job.event\",\n", |
|
582 | 556 | " \"type\": \"metrics\"\n", |
583 | 557 | " },\n", |
584 | 558 | " {\n", |
585 | | - " \"id\": \"ftevent-808de1bd551f231808de1bd551f23180\",\n", |
586 | | - " \"created_at\": 1762283215,\n", |
| 559 | + " \"id\": \"ftevent-808de1d3da74952808de1d3da7495280\",\n", |
| 560 | + " \"created_at\": 1762437977,\n", |
587 | 561 | " \"level\": \"info\",\n", |
588 | 562 | " \"message\": \"Step 70: training loss=1.7350307703018188\",\n", |
589 | 563 | " \"object\": \"fine_tuning.job.event\",\n", |
|
620 | 594 | }, |
621 | 595 | { |
622 | 596 | "cell_type": "code", |
623 | | - "execution_count": null, |
| 597 | + "execution_count": 10, |
624 | 598 | "id": "7088ebaf", |
625 | 599 | "metadata": {}, |
626 | 600 | "outputs": [ |
|
631 | 605 | "{\n", |
632 | 606 | " \"data\": [\n", |
633 | 607 | " {\n", |
634 | | - " \"id\": \"ftchkpt-ba4b5bc790cc4aa5b2e371a15a9d55c7\",\n", |
635 | | - " \"created_at\": 1762283826,\n", |
636 | | - " \"fine_tuned_model_checkpoint\": \"gpt-4o-2024-08-06.ft-153a8a4806f84480acba096c9cfd24f4\",\n", |
637 | | - " \"fine_tuning_job_id\": \"ftjob-153a8a4806f84480acba096c9cfd24f4\",\n", |
| 608 | + " \"id\": \"ftchkpt-657bc04e673a4859aa78f382e08952df\",\n", |
| 609 | + " \"created_at\": 1762438554,\n", |
| 610 | + " \"fine_tuned_model_checkpoint\": \"gpt-4o-2024-08-06.ft-9a89ce8f64994a46befa93136433c43e\",\n", |
| 611 | + " \"fine_tuning_job_id\": \"ftjob-9a89ce8f64994a46befa93136433c43e\",\n", |
638 | 612 | " \"metrics\": {\n", |
639 | 613 | " \"full_valid_loss\": 1.5513120925787725,\n", |
640 | 614 | " \"full_valid_mean_token_accuracy\": 0.6022727272727273,\n", |
|
648 | 622 | " \"step_number\": 120\n", |
649 | 623 | " },\n", |
650 | 624 | " {\n", |
651 | | - " \"id\": \"ftchkpt-077392233af442378e8b21f4a993ddb3\",\n", |
652 | | - " \"created_at\": 1762283632,\n", |
653 | | - " \"fine_tuned_model_checkpoint\": \"gpt-4o-2024-08-06.ft-153a8a4806f84480acba096c9cfd24f4:ckpt-step-80\",\n", |
654 | | - " \"fine_tuning_job_id\": \"ftjob-153a8a4806f84480acba096c9cfd24f4\",\n", |
| 625 | + " \"id\": \"ftchkpt-814049bb70924860b0ff629c7de9b878\",\n", |
| 626 | + " \"created_at\": 1762438363,\n", |
| 627 | + " \"fine_tuned_model_checkpoint\": \"gpt-4o-2024-08-06.ft-9a89ce8f64994a46befa93136433c43e:ckpt-step-80\",\n", |
| 628 | + " \"fine_tuning_job_id\": \"ftjob-9a89ce8f64994a46befa93136433c43e\",\n", |
655 | 629 | " \"metrics\": {\n", |
656 | 630 | " \"full_valid_loss\": 1.714390501831517,\n", |
657 | 631 | " \"full_valid_mean_token_accuracy\": 0.5681818181818182,\n", |
|
665 | 639 | " \"step_number\": 80\n", |
666 | 640 | " },\n", |
667 | 641 | " {\n", |
668 | | - " \"id\": \"ftchkpt-93bb67e237cc4ac49ea87647b9608974\",\n", |
669 | | - " \"created_at\": 1762283434,\n", |
670 | | - " \"fine_tuned_model_checkpoint\": \"gpt-4o-2024-08-06.ft-153a8a4806f84480acba096c9cfd24f4:ckpt-step-40\",\n", |
671 | | - " \"fine_tuning_job_id\": \"ftjob-153a8a4806f84480acba096c9cfd24f4\",\n", |
| 642 | + " \"id\": \"ftchkpt-5e96236e41eb41bd9befaf132ff6e22a\",\n", |
| 643 | + " \"created_at\": 1762438170,\n", |
| 644 | + " \"fine_tuned_model_checkpoint\": \"gpt-4o-2024-08-06.ft-9a89ce8f64994a46befa93136433c43e:ckpt-step-40\",\n", |
| 645 | + " \"fine_tuning_job_id\": \"ftjob-9a89ce8f64994a46befa93136433c43e\",\n", |
672 | 646 | " \"metrics\": {\n", |
673 | 647 | " \"full_valid_loss\": 2.319527850006566,\n", |
674 | 648 | " \"full_valid_mean_token_accuracy\": 0.4356060606060606,\n", |
|
711 | 685 | }, |
712 | 686 | { |
713 | 687 | "cell_type": "code", |
714 | | - "execution_count": null, |
| 688 | + "execution_count": 11, |
715 | 689 | "id": "4a77c5b8", |
716 | 690 | "metadata": {}, |
717 | 691 | "outputs": [ |
|
720 | 694 | "output_type": "stream", |
721 | 695 | "text": [ |
722 | 696 | "{\n", |
723 | | - " \"id\": \"ftjob-153a8a4806f84480acba096c9cfd24f4\",\n", |
724 | | - " \"created_at\": 1762280586,\n", |
| 697 | + " \"id\": \"ftjob-9a89ce8f64994a46befa93136433c43e\",\n", |
| 698 | + " \"created_at\": 1762435747,\n", |
725 | 699 | " \"error\": null,\n", |
726 | | - " \"fine_tuned_model\": \"gpt-4o-2024-08-06.ft-153a8a4806f84480acba096c9cfd24f4\",\n", |
727 | | - " \"finished_at\": 1762285152,\n", |
| 700 | + " \"fine_tuned_model\": \"gpt-4o-2024-08-06.ft-9a89ce8f64994a46befa93136433c43e\",\n", |
| 701 | + " \"finished_at\": 1762439854,\n", |
728 | 702 | " \"hyperparameters\": {\n", |
729 | 703 | " \"batch_size\": 1,\n", |
730 | 704 | " \"learning_rate_multiplier\": 1.0,\n", |
|
734 | 708 | " \"object\": \"fine_tuning.job\",\n", |
735 | 709 | " \"organization_id\": null,\n", |
736 | 710 | " \"result_files\": [\n", |
737 | | - " \"file-7537f2e0e43c4982b345df363653865e\"\n", |
| 711 | + " \"file-04cffffb55664b39bc9193f650dd991e\"\n", |
738 | 712 | " ],\n", |
739 | 713 | " \"seed\": 105,\n", |
740 | 714 | " \"status\": \"succeeded\",\n", |
741 | 715 | " \"trained_tokens\": 10485,\n", |
742 | | - " \"training_file\": \"file-2586012805e944559349b1d4f1c87d6d\",\n", |
743 | | - " \"validation_file\": \"file-764e755d5a034ea8b8ecc7a5ce051527\",\n", |
744 | | - " \"estimated_finish\": 1762282555,\n", |
| 716 | + " \"training_file\": \"file-adcc886357074524b0158c9b28e75c23\",\n", |
| 717 | + " \"validation_file\": \"file-2c40fbf6d80647b2ac0181e911b9e41c\",\n", |
| 718 | + " \"estimated_finish\": 1762437316,\n", |
745 | 719 | " \"integrations\": null,\n", |
746 | 720 | " \"metadata\": null,\n", |
747 | 721 | " \"method\": null\n", |
|
0 commit comments