Instructions to use Team-PIXEL/pixel-base-bigrams with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Team-PIXEL/pixel-base-bigrams with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForPreTraining model = AutoModelForPreTraining.from_pretrained("Team-PIXEL/pixel-base-bigrams", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, step 590000
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 893439185
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6ba1a60953f474b23784dd49858737503638550c3096a7f534e92e574e05a543
|
| 3 |
size 893439185
|
last-checkpoint/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 449471589
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5a8bbf9aa941f450bae2344c4f3ace716b8d409472808a8af9bbe468eecca5b1
|
| 3 |
size 449471589
|
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:b9e0931a17310d4650ee3518b83c618a6ffd8c6840ad8bd778d326fb339eb375
|
| 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:b9e0931a17310d4650ee3518b83c618a6ffd8c6840ad8bd778d326fb339eb375
|
| 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:b9e0931a17310d4650ee3518b83c618a6ffd8c6840ad8bd778d326fb339eb375
|
| 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:b9e0931a17310d4650ee3518b83c618a6ffd8c6840ad8bd778d326fb339eb375
|
| 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:b9e0931a17310d4650ee3518b83c618a6ffd8c6840ad8bd778d326fb339eb375
|
| 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:b9e0931a17310d4650ee3518b83c618a6ffd8c6840ad8bd778d326fb339eb375
|
| 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:b9e0931a17310d4650ee3518b83c618a6ffd8c6840ad8bd778d326fb339eb375
|
| 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:b9e0931a17310d4650ee3518b83c618a6ffd8c6840ad8bd778d326fb339eb375
|
| 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:bf17ad9f6f8f5230f179dea9ee53bd043cf1c420455dc89092d4dbf5e8505225
|
| 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": 6.
|
| 5 |
-
"global_step":
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
@@ -11606,11 +11606,211 @@
|
|
| 11606 |
"eval_samples_per_second": 937.277,
|
| 11607 |
"eval_steps_per_second": 14.69,
|
| 11608 |
"step": 580000
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11609 |
}
|
| 11610 |
],
|
| 11611 |
"max_steps": 1000000,
|
| 11612 |
"num_train_epochs": 12,
|
| 11613 |
-
"total_flos": 4.
|
| 11614 |
"trial_name": null,
|
| 11615 |
"trial_params": null
|
| 11616 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"best_metric": null,
|
| 3 |
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 6.223057448445847,
|
| 5 |
+
"global_step": 590000,
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
|
|
| 11606 |
"eval_samples_per_second": 937.277,
|
| 11607 |
"eval_steps_per_second": 14.69,
|
| 11608 |
"step": 580000
|
| 11609 |
+
},
|
| 11610 |
+
{
|
| 11611 |
+
"epoch": 6.12,
|
| 11612 |
+
"learning_rate": 6.722454623985994e-05,
|
| 11613 |
+
"loss": 0.2036,
|
| 11614 |
+
"step": 580500
|
| 11615 |
+
},
|
| 11616 |
+
{
|
| 11617 |
+
"epoch": 6.12,
|
| 11618 |
+
"learning_rate": 6.71107648105703e-05,
|
| 11619 |
+
"loss": 0.2038,
|
| 11620 |
+
"step": 581000
|
| 11621 |
+
},
|
| 11622 |
+
{
|
| 11623 |
+
"epoch": 6.12,
|
| 11624 |
+
"eval_loss": 0.1942874640226364,
|
| 11625 |
+
"eval_runtime": 2.6604,
|
| 11626 |
+
"eval_samples_per_second": 863.404,
|
| 11627 |
+
"eval_steps_per_second": 13.532,
|
| 11628 |
+
"step": 581000
|
| 11629 |
+
},
|
| 11630 |
+
{
|
| 11631 |
+
"epoch": 6.13,
|
| 11632 |
+
"learning_rate": 6.69970186199575e-05,
|
| 11633 |
+
"loss": 0.204,
|
| 11634 |
+
"step": 581500
|
| 11635 |
+
},
|
| 11636 |
+
{
|
| 11637 |
+
"epoch": 6.13,
|
| 11638 |
+
"learning_rate": 6.688330797899925e-05,
|
| 11639 |
+
"loss": 0.2036,
|
| 11640 |
+
"step": 582000
|
| 11641 |
+
},
|
| 11642 |
+
{
|
| 11643 |
+
"epoch": 6.13,
|
| 11644 |
+
"eval_loss": 0.1936686784029007,
|
| 11645 |
+
"eval_runtime": 2.5783,
|
| 11646 |
+
"eval_samples_per_second": 890.887,
|
| 11647 |
+
"eval_steps_per_second": 13.963,
|
| 11648 |
+
"step": 582000
|
| 11649 |
+
},
|
| 11650 |
+
{
|
| 11651 |
+
"epoch": 6.14,
|
| 11652 |
+
"learning_rate": 6.676963319857618e-05,
|
| 11653 |
+
"loss": 0.2038,
|
| 11654 |
+
"step": 582500
|
| 11655 |
+
},
|
| 11656 |
+
{
|
| 11657 |
+
"epoch": 6.14,
|
| 11658 |
+
"learning_rate": 6.665599458947072e-05,
|
| 11659 |
+
"loss": 0.2035,
|
| 11660 |
+
"step": 583000
|
| 11661 |
+
},
|
| 11662 |
+
{
|
| 11663 |
+
"epoch": 6.14,
|
| 11664 |
+
"eval_loss": 0.1947861611843109,
|
| 11665 |
+
"eval_runtime": 2.5506,
|
| 11666 |
+
"eval_samples_per_second": 900.557,
|
| 11667 |
+
"eval_steps_per_second": 14.114,
|
| 11668 |
+
"step": 583000
|
| 11669 |
+
},
|
| 11670 |
+
{
|
| 11671 |
+
"epoch": 6.15,
|
| 11672 |
+
"learning_rate": 6.654239246236651e-05,
|
| 11673 |
+
"loss": 0.2037,
|
| 11674 |
+
"step": 583500
|
| 11675 |
+
},
|
| 11676 |
+
{
|
| 11677 |
+
"epoch": 6.16,
|
| 11678 |
+
"learning_rate": 6.642882712784742e-05,
|
| 11679 |
+
"loss": 0.2033,
|
| 11680 |
+
"step": 584000
|
| 11681 |
+
},
|
| 11682 |
+
{
|
| 11683 |
+
"epoch": 6.16,
|
| 11684 |
+
"eval_loss": 0.1927429735660553,
|
| 11685 |
+
"eval_runtime": 2.5138,
|
| 11686 |
+
"eval_samples_per_second": 913.772,
|
| 11687 |
+
"eval_steps_per_second": 14.321,
|
| 11688 |
+
"step": 584000
|
| 11689 |
+
},
|
| 11690 |
+
{
|
| 11691 |
+
"epoch": 6.16,
|
| 11692 |
+
"learning_rate": 6.631529889639679e-05,
|
| 11693 |
+
"loss": 0.2032,
|
| 11694 |
+
"step": 584500
|
| 11695 |
+
},
|
| 11696 |
+
{
|
| 11697 |
+
"epoch": 6.17,
|
| 11698 |
+
"learning_rate": 6.620180807839639e-05,
|
| 11699 |
+
"loss": 0.2033,
|
| 11700 |
+
"step": 585000
|
| 11701 |
+
},
|
| 11702 |
+
{
|
| 11703 |
+
"epoch": 6.17,
|
| 11704 |
+
"eval_loss": 0.19153708219528198,
|
| 11705 |
+
"eval_runtime": 2.5442,
|
| 11706 |
+
"eval_samples_per_second": 902.822,
|
| 11707 |
+
"eval_steps_per_second": 14.15,
|
| 11708 |
+
"step": 585000
|
| 11709 |
+
},
|
| 11710 |
+
{
|
| 11711 |
+
"epoch": 6.17,
|
| 11712 |
+
"learning_rate": 6.608835498412583e-05,
|
| 11713 |
+
"loss": 0.2034,
|
| 11714 |
+
"step": 585500
|
| 11715 |
+
},
|
| 11716 |
+
{
|
| 11717 |
+
"epoch": 6.18,
|
| 11718 |
+
"learning_rate": 6.597493992376152e-05,
|
| 11719 |
+
"loss": 0.2031,
|
| 11720 |
+
"step": 586000
|
| 11721 |
+
},
|
| 11722 |
+
{
|
| 11723 |
+
"epoch": 6.18,
|
| 11724 |
+
"eval_loss": 0.1941889226436615,
|
| 11725 |
+
"eval_runtime": 2.5658,
|
| 11726 |
+
"eval_samples_per_second": 895.227,
|
| 11727 |
+
"eval_steps_per_second": 14.031,
|
| 11728 |
+
"step": 586000
|
| 11729 |
+
},
|
| 11730 |
+
{
|
| 11731 |
+
"epoch": 6.18,
|
| 11732 |
+
"learning_rate": 6.586156320737592e-05,
|
| 11733 |
+
"loss": 0.2032,
|
| 11734 |
+
"step": 586500
|
| 11735 |
+
},
|
| 11736 |
+
{
|
| 11737 |
+
"epoch": 6.19,
|
| 11738 |
+
"learning_rate": 6.574822514493664e-05,
|
| 11739 |
+
"loss": 0.2029,
|
| 11740 |
+
"step": 587000
|
| 11741 |
+
},
|
| 11742 |
+
{
|
| 11743 |
+
"epoch": 6.19,
|
| 11744 |
+
"eval_loss": 0.19126850366592407,
|
| 11745 |
+
"eval_runtime": 2.5788,
|
| 11746 |
+
"eval_samples_per_second": 890.72,
|
| 11747 |
+
"eval_steps_per_second": 13.96,
|
| 11748 |
+
"step": 587000
|
| 11749 |
+
},
|
| 11750 |
+
{
|
| 11751 |
+
"epoch": 6.2,
|
| 11752 |
+
"learning_rate": 6.56349260463056e-05,
|
| 11753 |
+
"loss": 0.2026,
|
| 11754 |
+
"step": 587500
|
| 11755 |
+
},
|
| 11756 |
+
{
|
| 11757 |
+
"epoch": 6.2,
|
| 11758 |
+
"learning_rate": 6.552166622123824e-05,
|
| 11759 |
+
"loss": 0.2031,
|
| 11760 |
+
"step": 588000
|
| 11761 |
+
},
|
| 11762 |
+
{
|
| 11763 |
+
"epoch": 6.2,
|
| 11764 |
+
"eval_loss": 0.19138653576374054,
|
| 11765 |
+
"eval_runtime": 2.5292,
|
| 11766 |
+
"eval_samples_per_second": 908.193,
|
| 11767 |
+
"eval_steps_per_second": 14.234,
|
| 11768 |
+
"step": 588000
|
| 11769 |
+
},
|
| 11770 |
+
{
|
| 11771 |
+
"epoch": 6.21,
|
| 11772 |
+
"learning_rate": 6.540844597938256e-05,
|
| 11773 |
+
"loss": 0.203,
|
| 11774 |
+
"step": 588500
|
| 11775 |
+
},
|
| 11776 |
+
{
|
| 11777 |
+
"epoch": 6.21,
|
| 11778 |
+
"learning_rate": 6.52952656302784e-05,
|
| 11779 |
+
"loss": 0.203,
|
| 11780 |
+
"step": 589000
|
| 11781 |
+
},
|
| 11782 |
+
{
|
| 11783 |
+
"epoch": 6.21,
|
| 11784 |
+
"eval_loss": 0.1942255049943924,
|
| 11785 |
+
"eval_runtime": 2.5063,
|
| 11786 |
+
"eval_samples_per_second": 916.493,
|
| 11787 |
+
"eval_steps_per_second": 14.364,
|
| 11788 |
+
"step": 589000
|
| 11789 |
+
},
|
| 11790 |
+
{
|
| 11791 |
+
"epoch": 6.22,
|
| 11792 |
+
"learning_rate": 6.518212548335651e-05,
|
| 11793 |
+
"loss": 0.2027,
|
| 11794 |
+
"step": 589500
|
| 11795 |
+
},
|
| 11796 |
+
{
|
| 11797 |
+
"epoch": 6.22,
|
| 11798 |
+
"learning_rate": 6.506902584793773e-05,
|
| 11799 |
+
"loss": 0.2032,
|
| 11800 |
+
"step": 590000
|
| 11801 |
+
},
|
| 11802 |
+
{
|
| 11803 |
+
"epoch": 6.22,
|
| 11804 |
+
"eval_loss": 0.1933428943157196,
|
| 11805 |
+
"eval_runtime": 2.5059,
|
| 11806 |
+
"eval_samples_per_second": 916.62,
|
| 11807 |
+
"eval_steps_per_second": 14.366,
|
| 11808 |
+
"step": 590000
|
| 11809 |
}
|
| 11810 |
],
|
| 11811 |
"max_steps": 1000000,
|
| 11812 |
"num_train_epochs": 12,
|
| 11813 |
+
"total_flos": 4.135882542105388e+22,
|
| 11814 |
"trial_name": null,
|
| 11815 |
"trial_params": null
|
| 11816 |
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 449471589
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5a8bbf9aa941f450bae2344c4f3ace716b8d409472808a8af9bbe468eecca5b1
|
| 3 |
size 449471589
|