Instructions to use Team-PIXEL/pixel-small-bigrams with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Team-PIXEL/pixel-small-bigrams with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForPreTraining model = AutoModelForPreTraining.from_pretrained("Team-PIXEL/pixel-small-bigrams", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, step 140000
Browse files- last-checkpoint/optimizer.pt +1 -1
- last-checkpoint/pytorch_model.bin +1 -1
- last-checkpoint/rng_state_0.pth +1 -1
- last-checkpoint/rng_state_1.pth +1 -1
- last-checkpoint/rng_state_2.pth +1 -1
- last-checkpoint/rng_state_3.pth +1 -1
- last-checkpoint/rng_state_4.pth +1 -1
- last-checkpoint/rng_state_5.pth +1 -1
- last-checkpoint/rng_state_6.pth +1 -1
- last-checkpoint/rng_state_7.pth +1 -1
- last-checkpoint/scheduler.pt +1 -1
- last-checkpoint/trainer_state.json +203 -3
- pytorch_model.bin +1 -1
last-checkpoint/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 202194449
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e173bc943b29aa0c21d3ea395d64346619684e911c9d2c5653a946ad93a080fb
|
| 3 |
size 202194449
|
last-checkpoint/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 102501541
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:718ae4d2d3142ad404624adda63a8e3a7a6979058daf4ac16e2302ca1bd70cad
|
| 3 |
size 102501541
|
last-checkpoint/rng_state_0.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf2102d447f7393e18e9f9b393b7a5d5b8bba1c09f379d54252dccfd8d5615
|
| 3 |
size 14503
|
last-checkpoint/rng_state_1.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf2102d447f7393e18e9f9b393b7a5d5b8bba1c09f379d54252dccfd8d5615
|
| 3 |
size 14503
|
last-checkpoint/rng_state_2.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf2102d447f7393e18e9f9b393b7a5d5b8bba1c09f379d54252dccfd8d5615
|
| 3 |
size 14503
|
last-checkpoint/rng_state_3.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf2102d447f7393e18e9f9b393b7a5d5b8bba1c09f379d54252dccfd8d5615
|
| 3 |
size 14503
|
last-checkpoint/rng_state_4.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf2102d447f7393e18e9f9b393b7a5d5b8bba1c09f379d54252dccfd8d5615
|
| 3 |
size 14503
|
last-checkpoint/rng_state_5.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf2102d447f7393e18e9f9b393b7a5d5b8bba1c09f379d54252dccfd8d5615
|
| 3 |
size 14503
|
last-checkpoint/rng_state_6.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf2102d447f7393e18e9f9b393b7a5d5b8bba1c09f379d54252dccfd8d5615
|
| 3 |
size 14503
|
last-checkpoint/rng_state_7.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf2102d447f7393e18e9f9b393b7a5d5b8bba1c09f379d54252dccfd8d5615
|
| 3 |
size 14503
|
last-checkpoint/scheduler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 623
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f9522f343e5b1c37fe7e600f7b39d619e850350d8948dc240940a440582a0eb9
|
| 3 |
size 623
|
last-checkpoint/trainer_state.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"best_metric": null,
|
| 3 |
"best_model_checkpoint": null,
|
| 4 |
-
"epoch":
|
| 5 |
-
"global_step":
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
@@ -2606,11 +2606,211 @@
|
|
| 2606 |
"eval_samples_per_second": 1154.041,
|
| 2607 |
"eval_steps_per_second": 18.087,
|
| 2608 |
"step": 130000
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2609 |
}
|
| 2610 |
],
|
| 2611 |
"max_steps": 500000,
|
| 2612 |
"num_train_epochs": 12,
|
| 2613 |
-
"total_flos": 4.
|
| 2614 |
"trial_name": null,
|
| 2615 |
"trial_params": null
|
| 2616 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"best_metric": null,
|
| 3 |
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 3.122769450392577,
|
| 5 |
+
"global_step": 140000,
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
|
|
| 2606 |
"eval_samples_per_second": 1154.041,
|
| 2607 |
"eval_steps_per_second": 18.087,
|
| 2608 |
"step": 130000
|
| 2609 |
+
},
|
| 2610 |
+
{
|
| 2611 |
+
"epoch": 2.91,
|
| 2612 |
+
"learning_rate": 0.0002661106834948409,
|
| 2613 |
+
"loss": 0.2971,
|
| 2614 |
+
"step": 130500
|
| 2615 |
+
},
|
| 2616 |
+
{
|
| 2617 |
+
"epoch": 2.92,
|
| 2618 |
+
"learning_rate": 0.0002658019908268041,
|
| 2619 |
+
"loss": 0.2968,
|
| 2620 |
+
"step": 131000
|
| 2621 |
+
},
|
| 2622 |
+
{
|
| 2623 |
+
"epoch": 2.92,
|
| 2624 |
+
"eval_loss": 0.27784037590026855,
|
| 2625 |
+
"eval_runtime": 1.9858,
|
| 2626 |
+
"eval_samples_per_second": 1156.736,
|
| 2627 |
+
"eval_steps_per_second": 18.129,
|
| 2628 |
+
"step": 131000
|
| 2629 |
+
},
|
| 2630 |
+
{
|
| 2631 |
+
"epoch": 2.93,
|
| 2632 |
+
"learning_rate": 0.00026549208644594766,
|
| 2633 |
+
"loss": 0.2965,
|
| 2634 |
+
"step": 131500
|
| 2635 |
+
},
|
| 2636 |
+
{
|
| 2637 |
+
"epoch": 2.94,
|
| 2638 |
+
"learning_rate": 0.00026518097374133627,
|
| 2639 |
+
"loss": 0.2965,
|
| 2640 |
+
"step": 132000
|
| 2641 |
+
},
|
| 2642 |
+
{
|
| 2643 |
+
"epoch": 2.94,
|
| 2644 |
+
"eval_loss": 0.27897170186042786,
|
| 2645 |
+
"eval_runtime": 1.9786,
|
| 2646 |
+
"eval_samples_per_second": 1160.938,
|
| 2647 |
+
"eval_steps_per_second": 18.195,
|
| 2648 |
+
"step": 132000
|
| 2649 |
+
},
|
| 2650 |
+
{
|
| 2651 |
+
"epoch": 2.96,
|
| 2652 |
+
"learning_rate": 0.00026486865611524853,
|
| 2653 |
+
"loss": 0.2964,
|
| 2654 |
+
"step": 132500
|
| 2655 |
+
},
|
| 2656 |
+
{
|
| 2657 |
+
"epoch": 2.97,
|
| 2658 |
+
"learning_rate": 0.00026455513698314003,
|
| 2659 |
+
"loss": 0.2968,
|
| 2660 |
+
"step": 133000
|
| 2661 |
+
},
|
| 2662 |
+
{
|
| 2663 |
+
"epoch": 2.97,
|
| 2664 |
+
"eval_loss": 0.27647751569747925,
|
| 2665 |
+
"eval_runtime": 1.9935,
|
| 2666 |
+
"eval_samples_per_second": 1152.23,
|
| 2667 |
+
"eval_steps_per_second": 18.058,
|
| 2668 |
+
"step": 133000
|
| 2669 |
+
},
|
| 2670 |
+
{
|
| 2671 |
+
"epoch": 2.98,
|
| 2672 |
+
"learning_rate": 0.0002642404197736058,
|
| 2673 |
+
"loss": 0.2959,
|
| 2674 |
+
"step": 133500
|
| 2675 |
+
},
|
| 2676 |
+
{
|
| 2677 |
+
"epoch": 2.99,
|
| 2678 |
+
"learning_rate": 0.0002639245079283428,
|
| 2679 |
+
"loss": 0.2962,
|
| 2680 |
+
"step": 134000
|
| 2681 |
+
},
|
| 2682 |
+
{
|
| 2683 |
+
"epoch": 2.99,
|
| 2684 |
+
"eval_loss": 0.2772797644138336,
|
| 2685 |
+
"eval_runtime": 1.997,
|
| 2686 |
+
"eval_samples_per_second": 1150.213,
|
| 2687 |
+
"eval_steps_per_second": 18.027,
|
| 2688 |
+
"step": 134000
|
| 2689 |
+
},
|
| 2690 |
+
{
|
| 2691 |
+
"epoch": 3.0,
|
| 2692 |
+
"learning_rate": 0.00026360740490211234,
|
| 2693 |
+
"loss": 0.2957,
|
| 2694 |
+
"step": 134500
|
| 2695 |
+
},
|
| 2696 |
+
{
|
| 2697 |
+
"epoch": 3.01,
|
| 2698 |
+
"learning_rate": 0.0002632891141627023,
|
| 2699 |
+
"loss": 0.2961,
|
| 2700 |
+
"step": 135000
|
| 2701 |
+
},
|
| 2702 |
+
{
|
| 2703 |
+
"epoch": 3.01,
|
| 2704 |
+
"eval_loss": 0.27765029668807983,
|
| 2705 |
+
"eval_runtime": 1.9854,
|
| 2706 |
+
"eval_samples_per_second": 1156.944,
|
| 2707 |
+
"eval_steps_per_second": 18.132,
|
| 2708 |
+
"step": 135000
|
| 2709 |
+
},
|
| 2710 |
+
{
|
| 2711 |
+
"epoch": 3.02,
|
| 2712 |
+
"learning_rate": 0.00026296963919088923,
|
| 2713 |
+
"loss": 0.2956,
|
| 2714 |
+
"step": 135500
|
| 2715 |
+
},
|
| 2716 |
+
{
|
| 2717 |
+
"epoch": 3.03,
|
| 2718 |
+
"learning_rate": 0.00026264898348040024,
|
| 2719 |
+
"loss": 0.2955,
|
| 2720 |
+
"step": 136000
|
| 2721 |
+
},
|
| 2722 |
+
{
|
| 2723 |
+
"epoch": 3.03,
|
| 2724 |
+
"eval_loss": 0.27664855122566223,
|
| 2725 |
+
"eval_runtime": 1.9862,
|
| 2726 |
+
"eval_samples_per_second": 1156.498,
|
| 2727 |
+
"eval_steps_per_second": 18.125,
|
| 2728 |
+
"step": 136000
|
| 2729 |
+
},
|
| 2730 |
+
{
|
| 2731 |
+
"epoch": 3.04,
|
| 2732 |
+
"learning_rate": 0.0002623271505378748,
|
| 2733 |
+
"loss": 0.2952,
|
| 2734 |
+
"step": 136500
|
| 2735 |
+
},
|
| 2736 |
+
{
|
| 2737 |
+
"epoch": 3.06,
|
| 2738 |
+
"learning_rate": 0.00026200414388282637,
|
| 2739 |
+
"loss": 0.2951,
|
| 2740 |
+
"step": 137000
|
| 2741 |
+
},
|
| 2742 |
+
{
|
| 2743 |
+
"epoch": 3.06,
|
| 2744 |
+
"eval_loss": 0.2762826979160309,
|
| 2745 |
+
"eval_runtime": 1.9933,
|
| 2746 |
+
"eval_samples_per_second": 1152.379,
|
| 2747 |
+
"eval_steps_per_second": 18.061,
|
| 2748 |
+
"step": 137000
|
| 2749 |
+
},
|
| 2750 |
+
{
|
| 2751 |
+
"epoch": 3.07,
|
| 2752 |
+
"learning_rate": 0.00026167996704760406,
|
| 2753 |
+
"loss": 0.2952,
|
| 2754 |
+
"step": 137500
|
| 2755 |
+
},
|
| 2756 |
+
{
|
| 2757 |
+
"epoch": 3.08,
|
| 2758 |
+
"learning_rate": 0.00026135462357735375,
|
| 2759 |
+
"loss": 0.295,
|
| 2760 |
+
"step": 138000
|
| 2761 |
+
},
|
| 2762 |
+
{
|
| 2763 |
+
"epoch": 3.08,
|
| 2764 |
+
"eval_loss": 0.27805039286613464,
|
| 2765 |
+
"eval_runtime": 2.0209,
|
| 2766 |
+
"eval_samples_per_second": 1136.598,
|
| 2767 |
+
"eval_steps_per_second": 17.813,
|
| 2768 |
+
"step": 138000
|
| 2769 |
+
},
|
| 2770 |
+
{
|
| 2771 |
+
"epoch": 3.09,
|
| 2772 |
+
"learning_rate": 0.0002610281170299795,
|
| 2773 |
+
"loss": 0.2948,
|
| 2774 |
+
"step": 138500
|
| 2775 |
+
},
|
| 2776 |
+
{
|
| 2777 |
+
"epoch": 3.1,
|
| 2778 |
+
"learning_rate": 0.00026070045097610465,
|
| 2779 |
+
"loss": 0.2948,
|
| 2780 |
+
"step": 139000
|
| 2781 |
+
},
|
| 2782 |
+
{
|
| 2783 |
+
"epoch": 3.1,
|
| 2784 |
+
"eval_loss": 0.27585625648498535,
|
| 2785 |
+
"eval_runtime": 2.0475,
|
| 2786 |
+
"eval_samples_per_second": 1121.859,
|
| 2787 |
+
"eval_steps_per_second": 17.582,
|
| 2788 |
+
"step": 139000
|
| 2789 |
+
},
|
| 2790 |
+
{
|
| 2791 |
+
"epoch": 3.11,
|
| 2792 |
+
"learning_rate": 0.0002603716289990326,
|
| 2793 |
+
"loss": 0.2944,
|
| 2794 |
+
"step": 139500
|
| 2795 |
+
},
|
| 2796 |
+
{
|
| 2797 |
+
"epoch": 3.12,
|
| 2798 |
+
"learning_rate": 0.00026004165469470787,
|
| 2799 |
+
"loss": 0.2945,
|
| 2800 |
+
"step": 140000
|
| 2801 |
+
},
|
| 2802 |
+
{
|
| 2803 |
+
"epoch": 3.12,
|
| 2804 |
+
"eval_loss": 0.28066232800483704,
|
| 2805 |
+
"eval_runtime": 1.9112,
|
| 2806 |
+
"eval_samples_per_second": 1201.849,
|
| 2807 |
+
"eval_steps_per_second": 18.836,
|
| 2808 |
+
"step": 140000
|
| 2809 |
}
|
| 2810 |
],
|
| 2811 |
"max_steps": 500000,
|
| 2812 |
"num_train_epochs": 12,
|
| 2813 |
+
"total_flos": 4.472734580058754e+21,
|
| 2814 |
"trial_name": null,
|
| 2815 |
"trial_params": null
|
| 2816 |
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 102501541
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:718ae4d2d3142ad404624adda63a8e3a7a6979058daf4ac16e2302ca1bd70cad
|
| 3 |
size 102501541
|