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 700000
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 sha256:3068e724fb5567940436e60f2384553848a9aad0263885e75f1daf1b84b38c20
|
| 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 sha256:9c2cac3521920b845caebb9dc53bd10da39c532c13bda1aeb32ffbf947e78288
|
| 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 sha256:6caee68a0e054a100fac034bb9c32751e80c0254f6ec933d4ad128cba944f1dd
|
| 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 sha256:6caee68a0e054a100fac034bb9c32751e80c0254f6ec933d4ad128cba944f1dd
|
| 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 sha256:6caee68a0e054a100fac034bb9c32751e80c0254f6ec933d4ad128cba944f1dd
|
| 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 sha256:6caee68a0e054a100fac034bb9c32751e80c0254f6ec933d4ad128cba944f1dd
|
| 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 sha256:6caee68a0e054a100fac034bb9c32751e80c0254f6ec933d4ad128cba944f1dd
|
| 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 sha256:6caee68a0e054a100fac034bb9c32751e80c0254f6ec933d4ad128cba944f1dd
|
| 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 sha256:6caee68a0e054a100fac034bb9c32751e80c0254f6ec933d4ad128cba944f1dd
|
| 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 sha256:6caee68a0e054a100fac034bb9c32751e80c0254f6ec933d4ad128cba944f1dd
|
| 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 sha256:8867e21d1b6a1acf6d7736261e75716fa7b5040d081c92aba0073b066f2ada16
|
| 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": 7.
|
| 5 |
-
"global_step":
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
@@ -13806,11 +13806,211 @@
|
|
| 13806 |
"eval_samples_per_second": 844.818,
|
| 13807 |
"eval_steps_per_second": 13.241,
|
| 13808 |
"step": 690000
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13809 |
}
|
| 13810 |
],
|
| 13811 |
"max_steps": 1000000,
|
| 13812 |
"num_train_epochs": 12,
|
| 13813 |
-
"total_flos": 4.
|
| 13814 |
"trial_name": null,
|
| 13815 |
"trial_params": null
|
| 13816 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"best_metric": null,
|
| 3 |
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 7.449873414898007,
|
| 5 |
+
"global_step": 700000,
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
|
|
| 13806 |
"eval_samples_per_second": 844.818,
|
| 13807 |
"eval_steps_per_second": 13.241,
|
| 13808 |
"step": 690000
|
| 13809 |
+
},
|
| 13810 |
+
{
|
| 13811 |
+
"epoch": 7.34,
|
| 13812 |
+
"learning_rate": 4.3573243363356916e-05,
|
| 13813 |
+
"loss": 0.1948,
|
| 13814 |
+
"step": 690500
|
| 13815 |
+
},
|
| 13816 |
+
{
|
| 13817 |
+
"epoch": 7.35,
|
| 13818 |
+
"learning_rate": 4.347445648076057e-05,
|
| 13819 |
+
"loss": 0.1953,
|
| 13820 |
+
"step": 691000
|
| 13821 |
+
},
|
| 13822 |
+
{
|
| 13823 |
+
"epoch": 7.35,
|
| 13824 |
+
"eval_loss": 0.18430623412132263,
|
| 13825 |
+
"eval_runtime": 2.6745,
|
| 13826 |
+
"eval_samples_per_second": 858.843,
|
| 13827 |
+
"eval_steps_per_second": 13.46,
|
| 13828 |
+
"step": 691000
|
| 13829 |
+
},
|
| 13830 |
+
{
|
| 13831 |
+
"epoch": 7.36,
|
| 13832 |
+
"learning_rate": 4.337576945760554e-05,
|
| 13833 |
+
"loss": 0.1949,
|
| 13834 |
+
"step": 691500
|
| 13835 |
+
},
|
| 13836 |
+
{
|
| 13837 |
+
"epoch": 7.36,
|
| 13838 |
+
"learning_rate": 4.327718256369826e-05,
|
| 13839 |
+
"loss": 0.1947,
|
| 13840 |
+
"step": 692000
|
| 13841 |
+
},
|
| 13842 |
+
{
|
| 13843 |
+
"epoch": 7.36,
|
| 13844 |
+
"eval_loss": 0.18453127145767212,
|
| 13845 |
+
"eval_runtime": 2.6094,
|
| 13846 |
+
"eval_samples_per_second": 880.283,
|
| 13847 |
+
"eval_steps_per_second": 13.796,
|
| 13848 |
+
"step": 692000
|
| 13849 |
+
},
|
| 13850 |
+
{
|
| 13851 |
+
"epoch": 7.37,
|
| 13852 |
+
"learning_rate": 4.317869606857162e-05,
|
| 13853 |
+
"loss": 0.1949,
|
| 13854 |
+
"step": 692500
|
| 13855 |
+
},
|
| 13856 |
+
{
|
| 13857 |
+
"epoch": 7.37,
|
| 13858 |
+
"learning_rate": 4.3080310241483885e-05,
|
| 13859 |
+
"loss": 0.1947,
|
| 13860 |
+
"step": 693000
|
| 13861 |
+
},
|
| 13862 |
+
{
|
| 13863 |
+
"epoch": 7.37,
|
| 13864 |
+
"eval_loss": 0.18398995697498322,
|
| 13865 |
+
"eval_runtime": 2.7028,
|
| 13866 |
+
"eval_samples_per_second": 849.851,
|
| 13867 |
+
"eval_steps_per_second": 13.319,
|
| 13868 |
+
"step": 693000
|
| 13869 |
+
},
|
| 13870 |
+
{
|
| 13871 |
+
"epoch": 7.38,
|
| 13872 |
+
"learning_rate": 4.298202535141818e-05,
|
| 13873 |
+
"loss": 0.1944,
|
| 13874 |
+
"step": 693500
|
| 13875 |
+
},
|
| 13876 |
+
{
|
| 13877 |
+
"epoch": 7.38,
|
| 13878 |
+
"learning_rate": 4.2883841667081675e-05,
|
| 13879 |
+
"loss": 0.1945,
|
| 13880 |
+
"step": 694000
|
| 13881 |
+
},
|
| 13882 |
+
{
|
| 13883 |
+
"epoch": 7.38,
|
| 13884 |
+
"eval_loss": 0.1815757304430008,
|
| 13885 |
+
"eval_runtime": 2.6223,
|
| 13886 |
+
"eval_samples_per_second": 875.945,
|
| 13887 |
+
"eval_steps_per_second": 13.728,
|
| 13888 |
+
"step": 694000
|
| 13889 |
+
},
|
| 13890 |
+
{
|
| 13891 |
+
"epoch": 7.39,
|
| 13892 |
+
"learning_rate": 4.2785759456904745e-05,
|
| 13893 |
+
"loss": 0.1943,
|
| 13894 |
+
"step": 694500
|
| 13895 |
+
},
|
| 13896 |
+
{
|
| 13897 |
+
"epoch": 7.39,
|
| 13898 |
+
"learning_rate": 4.268777898904044e-05,
|
| 13899 |
+
"loss": 0.1945,
|
| 13900 |
+
"step": 695000
|
| 13901 |
+
},
|
| 13902 |
+
{
|
| 13903 |
+
"epoch": 7.39,
|
| 13904 |
+
"eval_loss": 0.1843911111354828,
|
| 13905 |
+
"eval_runtime": 2.6472,
|
| 13906 |
+
"eval_samples_per_second": 867.72,
|
| 13907 |
+
"eval_steps_per_second": 13.599,
|
| 13908 |
+
"step": 695000
|
| 13909 |
+
},
|
| 13910 |
+
{
|
| 13911 |
+
"epoch": 7.4,
|
| 13912 |
+
"learning_rate": 4.2589900531363606e-05,
|
| 13913 |
+
"loss": 0.1947,
|
| 13914 |
+
"step": 695500
|
| 13915 |
+
},
|
| 13916 |
+
{
|
| 13917 |
+
"epoch": 7.41,
|
| 13918 |
+
"learning_rate": 4.2492124351470214e-05,
|
| 13919 |
+
"loss": 0.1946,
|
| 13920 |
+
"step": 696000
|
| 13921 |
+
},
|
| 13922 |
+
{
|
| 13923 |
+
"epoch": 7.41,
|
| 13924 |
+
"eval_loss": 0.18493103981018066,
|
| 13925 |
+
"eval_runtime": 2.6337,
|
| 13926 |
+
"eval_samples_per_second": 872.173,
|
| 13927 |
+
"eval_steps_per_second": 13.669,
|
| 13928 |
+
"step": 696000
|
| 13929 |
+
},
|
| 13930 |
+
{
|
| 13931 |
+
"epoch": 7.41,
|
| 13932 |
+
"learning_rate": 4.239445071667666e-05,
|
| 13933 |
+
"loss": 0.1946,
|
| 13934 |
+
"step": 696500
|
| 13935 |
+
},
|
| 13936 |
+
{
|
| 13937 |
+
"epoch": 7.42,
|
| 13938 |
+
"learning_rate": 4.2296879894018835e-05,
|
| 13939 |
+
"loss": 0.1944,
|
| 13940 |
+
"step": 697000
|
| 13941 |
+
},
|
| 13942 |
+
{
|
| 13943 |
+
"epoch": 7.42,
|
| 13944 |
+
"eval_loss": 0.18418000638484955,
|
| 13945 |
+
"eval_runtime": 2.5716,
|
| 13946 |
+
"eval_samples_per_second": 893.203,
|
| 13947 |
+
"eval_steps_per_second": 13.999,
|
| 13948 |
+
"step": 697000
|
| 13949 |
+
},
|
| 13950 |
+
{
|
| 13951 |
+
"epoch": 7.42,
|
| 13952 |
+
"learning_rate": 4.219941215025171e-05,
|
| 13953 |
+
"loss": 0.1943,
|
| 13954 |
+
"step": 697500
|
| 13955 |
+
},
|
| 13956 |
+
{
|
| 13957 |
+
"epoch": 7.43,
|
| 13958 |
+
"learning_rate": 4.210204775184834e-05,
|
| 13959 |
+
"loss": 0.1948,
|
| 13960 |
+
"step": 698000
|
| 13961 |
+
},
|
| 13962 |
+
{
|
| 13963 |
+
"epoch": 7.43,
|
| 13964 |
+
"eval_loss": 0.18401235342025757,
|
| 13965 |
+
"eval_runtime": 2.6433,
|
| 13966 |
+
"eval_samples_per_second": 868.996,
|
| 13967 |
+
"eval_steps_per_second": 13.619,
|
| 13968 |
+
"step": 698000
|
| 13969 |
+
},
|
| 13970 |
+
{
|
| 13971 |
+
"epoch": 7.43,
|
| 13972 |
+
"learning_rate": 4.2004786964999304e-05,
|
| 13973 |
+
"loss": 0.1944,
|
| 13974 |
+
"step": 698500
|
| 13975 |
+
},
|
| 13976 |
+
{
|
| 13977 |
+
"epoch": 7.44,
|
| 13978 |
+
"learning_rate": 4.190763005561186e-05,
|
| 13979 |
+
"loss": 0.1943,
|
| 13980 |
+
"step": 699000
|
| 13981 |
+
},
|
| 13982 |
+
{
|
| 13983 |
+
"epoch": 7.44,
|
| 13984 |
+
"eval_loss": 0.1846538931131363,
|
| 13985 |
+
"eval_runtime": 2.6279,
|
| 13986 |
+
"eval_samples_per_second": 874.077,
|
| 13987 |
+
"eval_steps_per_second": 13.699,
|
| 13988 |
+
"step": 699000
|
| 13989 |
+
},
|
| 13990 |
+
{
|
| 13991 |
+
"epoch": 7.44,
|
| 13992 |
+
"learning_rate": 4.1810577289309266e-05,
|
| 13993 |
+
"loss": 0.1941,
|
| 13994 |
+
"step": 699500
|
| 13995 |
+
},
|
| 13996 |
+
{
|
| 13997 |
+
"epoch": 7.45,
|
| 13998 |
+
"learning_rate": 4.171362893143013e-05,
|
| 13999 |
+
"loss": 0.1944,
|
| 14000 |
+
"step": 700000
|
| 14001 |
+
},
|
| 14002 |
+
{
|
| 14003 |
+
"epoch": 7.45,
|
| 14004 |
+
"eval_loss": 0.1839645951986313,
|
| 14005 |
+
"eval_runtime": 2.6536,
|
| 14006 |
+
"eval_samples_per_second": 865.616,
|
| 14007 |
+
"eval_steps_per_second": 13.566,
|
| 14008 |
+
"step": 700000
|
| 14009 |
}
|
| 14010 |
],
|
| 14011 |
"max_steps": 1000000,
|
| 14012 |
"num_train_epochs": 12,
|
| 14013 |
+
"total_flos": 4.906979936991691e+22,
|
| 14014 |
"trial_name": null,
|
| 14015 |
"trial_params": null
|
| 14016 |
}
|
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 sha256:9c2cac3521920b845caebb9dc53bd10da39c532c13bda1aeb32ffbf947e78288
|
| 3 |
size 449471589
|