Upload 10 files
Browse files- config.json +30 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +37 -0
- tokenizer_config.json +52 -0
- trainer_state.json +933 -0
- training_args.bin +3 -0
- vocab.txt +33 -0
config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/scratch/gpfs/jiaweim/epitope/w-finetuned-epitope_attempt10_150M_200k_weighted_accuracy_3/checkpoint-102930/",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"EsmForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"emb_layer_norm_before": false,
|
| 9 |
+
"esmfold_config": null,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.0,
|
| 12 |
+
"hidden_size": 640,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 2560,
|
| 15 |
+
"is_folding_model": false,
|
| 16 |
+
"layer_norm_eps": 1e-05,
|
| 17 |
+
"mask_token_id": 32,
|
| 18 |
+
"max_position_embeddings": 1026,
|
| 19 |
+
"model_type": "esm",
|
| 20 |
+
"num_attention_heads": 20,
|
| 21 |
+
"num_hidden_layers": 30,
|
| 22 |
+
"pad_token_id": 1,
|
| 23 |
+
"position_embedding_type": "rotary",
|
| 24 |
+
"token_dropout": true,
|
| 25 |
+
"torch_dtype": "float32",
|
| 26 |
+
"transformers_version": "4.36.0",
|
| 27 |
+
"use_cache": true,
|
| 28 |
+
"vocab_list": null,
|
| 29 |
+
"vocab_size": 33
|
| 30 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:08d46928968ba114781a518c59d737dff20b8d9fccf132030f04d7859eb48048
|
| 3 |
+
size 593608020
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e70b3057f57d06eb5b8b9bf18a6e195c85af3d98fd23c82509a48540215401c
|
| 3 |
+
size 1182240577
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7c94c375fe5ad2903d244ca6b5cc2a1a6cba4c0c26196f3b9cbd9ddd170bb0b8
|
| 3 |
+
size 14244
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:034af7710c3d20f78a21dd0d937acf6a5bf30bdec68c8d2b92ad2f5afe665d04
|
| 3 |
+
size 1064
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": {
|
| 3 |
+
"content": "<cls>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "<eos>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"mask_token": {
|
| 17 |
+
"content": "<mask>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"pad_token": {
|
| 24 |
+
"content": "<pad>",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"unk_token": {
|
| 31 |
+
"content": "<unk>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
}
|
| 37 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<cls>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<pad>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "<eos>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"32": {
|
| 36 |
+
"content": "<mask>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "<cls>",
|
| 46 |
+
"eos_token": "<eos>",
|
| 47 |
+
"mask_token": "<mask>",
|
| 48 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 49 |
+
"pad_token": "<pad>",
|
| 50 |
+
"tokenizer_class": "EsmTokenizer",
|
| 51 |
+
"unk_token": "<unk>"
|
| 52 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,933 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.939085176178107,
|
| 3 |
+
"best_model_checkpoint": "w-attempt11_150M_200k_weighted_accuracy_3/checkpoint-68620",
|
| 4 |
+
"epoch": 10.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 68620,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.07,
|
| 13 |
+
"learning_rate": 9.963567473039931e-05,
|
| 14 |
+
"loss": -45291724.8,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.15,
|
| 19 |
+
"learning_rate": 9.92713494607986e-05,
|
| 20 |
+
"loss": -45805633.536,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.22,
|
| 25 |
+
"learning_rate": 9.890702419119791e-05,
|
| 26 |
+
"loss": -45895168.0,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.29,
|
| 31 |
+
"learning_rate": 9.854269892159721e-05,
|
| 32 |
+
"loss": -46820265.984,
|
| 33 |
+
"step": 2000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 0.36,
|
| 37 |
+
"learning_rate": 9.81783736519965e-05,
|
| 38 |
+
"loss": -45716246.528,
|
| 39 |
+
"step": 2500
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 0.44,
|
| 43 |
+
"learning_rate": 9.781404838239581e-05,
|
| 44 |
+
"loss": -47373447.168,
|
| 45 |
+
"step": 3000
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.51,
|
| 49 |
+
"learning_rate": 9.744972311279511e-05,
|
| 50 |
+
"loss": -46621626.368,
|
| 51 |
+
"step": 3500
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.58,
|
| 55 |
+
"learning_rate": 9.70853978431944e-05,
|
| 56 |
+
"loss": -46436790.272,
|
| 57 |
+
"step": 4000
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 0.66,
|
| 61 |
+
"learning_rate": 9.672107257359371e-05,
|
| 62 |
+
"loss": -48448180.224,
|
| 63 |
+
"step": 4500
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 0.73,
|
| 67 |
+
"learning_rate": 9.635674730399302e-05,
|
| 68 |
+
"loss": -49018150.912,
|
| 69 |
+
"step": 5000
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 0.8,
|
| 73 |
+
"learning_rate": 9.599242203439231e-05,
|
| 74 |
+
"loss": -47903965.184,
|
| 75 |
+
"step": 5500
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 0.87,
|
| 79 |
+
"learning_rate": 9.562809676479161e-05,
|
| 80 |
+
"loss": -48040722.432,
|
| 81 |
+
"step": 6000
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 0.95,
|
| 85 |
+
"learning_rate": 9.52637714951909e-05,
|
| 86 |
+
"loss": -48426446.848,
|
| 87 |
+
"step": 6500
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 1.0,
|
| 91 |
+
"eval_accuracy": 0.9390846650576595,
|
| 92 |
+
"eval_loss": -48866836.0,
|
| 93 |
+
"eval_runtime": 140.4892,
|
| 94 |
+
"eval_samples_per_second": 32.565,
|
| 95 |
+
"eval_steps_per_second": 5.431,
|
| 96 |
+
"step": 6862
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"epoch": 1.02,
|
| 100 |
+
"learning_rate": 9.489944622559021e-05,
|
| 101 |
+
"loss": -48707878.912,
|
| 102 |
+
"step": 7000
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 1.09,
|
| 106 |
+
"learning_rate": 9.45351209559895e-05,
|
| 107 |
+
"loss": -48791568.384,
|
| 108 |
+
"step": 7500
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 1.17,
|
| 112 |
+
"learning_rate": 9.417079568638881e-05,
|
| 113 |
+
"loss": -49470013.44,
|
| 114 |
+
"step": 8000
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 1.24,
|
| 118 |
+
"learning_rate": 9.380647041678811e-05,
|
| 119 |
+
"loss": -49581268.992,
|
| 120 |
+
"step": 8500
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 1.31,
|
| 124 |
+
"learning_rate": 9.34421451471874e-05,
|
| 125 |
+
"loss": -49812631.552,
|
| 126 |
+
"step": 9000
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 1.38,
|
| 130 |
+
"learning_rate": 9.307781987758671e-05,
|
| 131 |
+
"loss": -51050233.856,
|
| 132 |
+
"step": 9500
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 1.46,
|
| 136 |
+
"learning_rate": 9.271349460798602e-05,
|
| 137 |
+
"loss": -49380384.768,
|
| 138 |
+
"step": 10000
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"epoch": 1.53,
|
| 142 |
+
"learning_rate": 9.234916933838531e-05,
|
| 143 |
+
"loss": -50849955.84,
|
| 144 |
+
"step": 10500
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 1.6,
|
| 148 |
+
"learning_rate": 9.198484406878461e-05,
|
| 149 |
+
"loss": -50895675.392,
|
| 150 |
+
"step": 11000
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"epoch": 1.68,
|
| 154 |
+
"learning_rate": 9.162051879918392e-05,
|
| 155 |
+
"loss": -51525443.584,
|
| 156 |
+
"step": 11500
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 1.75,
|
| 160 |
+
"learning_rate": 9.125619352958321e-05,
|
| 161 |
+
"loss": -51623043.072,
|
| 162 |
+
"step": 12000
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"epoch": 1.82,
|
| 166 |
+
"learning_rate": 9.089186825998251e-05,
|
| 167 |
+
"loss": -51431817.216,
|
| 168 |
+
"step": 12500
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 1.89,
|
| 172 |
+
"learning_rate": 9.052754299038182e-05,
|
| 173 |
+
"loss": -52294926.336,
|
| 174 |
+
"step": 13000
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"epoch": 1.97,
|
| 178 |
+
"learning_rate": 9.016321772078111e-05,
|
| 179 |
+
"loss": -52310294.528,
|
| 180 |
+
"step": 13500
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"epoch": 2.0,
|
| 184 |
+
"eval_accuracy": 0.9390846650576595,
|
| 185 |
+
"eval_loss": -52481936.0,
|
| 186 |
+
"eval_runtime": 140.6751,
|
| 187 |
+
"eval_samples_per_second": 32.522,
|
| 188 |
+
"eval_steps_per_second": 5.424,
|
| 189 |
+
"step": 13724
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 2.04,
|
| 193 |
+
"learning_rate": 8.979889245118042e-05,
|
| 194 |
+
"loss": -52849963.008,
|
| 195 |
+
"step": 14000
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 2.11,
|
| 199 |
+
"learning_rate": 8.943456718157972e-05,
|
| 200 |
+
"loss": -51996053.504,
|
| 201 |
+
"step": 14500
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 2.19,
|
| 205 |
+
"learning_rate": 8.907024191197903e-05,
|
| 206 |
+
"loss": -52932702.208,
|
| 207 |
+
"step": 15000
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 2.26,
|
| 211 |
+
"learning_rate": 8.870591664237832e-05,
|
| 212 |
+
"loss": -53120417.792,
|
| 213 |
+
"step": 15500
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 2.33,
|
| 217 |
+
"learning_rate": 8.834159137277762e-05,
|
| 218 |
+
"loss": -53047812.096,
|
| 219 |
+
"step": 16000
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 2.4,
|
| 223 |
+
"learning_rate": 8.797726610317693e-05,
|
| 224 |
+
"loss": -53340852.224,
|
| 225 |
+
"step": 16500
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 2.48,
|
| 229 |
+
"learning_rate": 8.761294083357622e-05,
|
| 230 |
+
"loss": -54068551.68,
|
| 231 |
+
"step": 17000
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 2.55,
|
| 235 |
+
"learning_rate": 8.724861556397553e-05,
|
| 236 |
+
"loss": -54157238.272,
|
| 237 |
+
"step": 17500
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"epoch": 2.62,
|
| 241 |
+
"learning_rate": 8.688429029437483e-05,
|
| 242 |
+
"loss": -55157616.64,
|
| 243 |
+
"step": 18000
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 2.7,
|
| 247 |
+
"learning_rate": 8.651996502477412e-05,
|
| 248 |
+
"loss": -54994378.752,
|
| 249 |
+
"step": 18500
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 2.77,
|
| 253 |
+
"learning_rate": 8.615563975517343e-05,
|
| 254 |
+
"loss": -55051157.504,
|
| 255 |
+
"step": 19000
|
| 256 |
+
},
|
| 257 |
+
{
|
| 258 |
+
"epoch": 2.84,
|
| 259 |
+
"learning_rate": 8.579131448557272e-05,
|
| 260 |
+
"loss": -55962931.2,
|
| 261 |
+
"step": 19500
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 2.91,
|
| 265 |
+
"learning_rate": 8.542698921597203e-05,
|
| 266 |
+
"loss": -55627776.0,
|
| 267 |
+
"step": 20000
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 2.99,
|
| 271 |
+
"learning_rate": 8.506266394637132e-05,
|
| 272 |
+
"loss": -56315912.192,
|
| 273 |
+
"step": 20500
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 3.0,
|
| 277 |
+
"eval_accuracy": 0.925901846473729,
|
| 278 |
+
"eval_loss": -56022420.0,
|
| 279 |
+
"eval_runtime": 140.5361,
|
| 280 |
+
"eval_samples_per_second": 32.554,
|
| 281 |
+
"eval_steps_per_second": 5.429,
|
| 282 |
+
"step": 20586
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"epoch": 3.06,
|
| 286 |
+
"learning_rate": 8.469833867677062e-05,
|
| 287 |
+
"loss": -54493945.856,
|
| 288 |
+
"step": 21000
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"epoch": 3.13,
|
| 292 |
+
"learning_rate": 8.433401340716991e-05,
|
| 293 |
+
"loss": -56493727.744,
|
| 294 |
+
"step": 21500
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 3.21,
|
| 298 |
+
"learning_rate": 8.396968813756922e-05,
|
| 299 |
+
"loss": -55263518.72,
|
| 300 |
+
"step": 22000
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"epoch": 3.28,
|
| 304 |
+
"learning_rate": 8.360536286796853e-05,
|
| 305 |
+
"loss": -57487265.792,
|
| 306 |
+
"step": 22500
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"epoch": 3.35,
|
| 310 |
+
"learning_rate": 8.324103759836782e-05,
|
| 311 |
+
"loss": -56985743.36,
|
| 312 |
+
"step": 23000
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"epoch": 3.42,
|
| 316 |
+
"learning_rate": 8.287671232876712e-05,
|
| 317 |
+
"loss": -58815537.152,
|
| 318 |
+
"step": 23500
|
| 319 |
+
},
|
| 320 |
+
{
|
| 321 |
+
"epoch": 3.5,
|
| 322 |
+
"learning_rate": 8.251238705916643e-05,
|
| 323 |
+
"loss": -57407537.152,
|
| 324 |
+
"step": 24000
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 3.57,
|
| 328 |
+
"learning_rate": 8.214806178956573e-05,
|
| 329 |
+
"loss": -57564954.624,
|
| 330 |
+
"step": 24500
|
| 331 |
+
},
|
| 332 |
+
{
|
| 333 |
+
"epoch": 3.64,
|
| 334 |
+
"learning_rate": 8.178373651996502e-05,
|
| 335 |
+
"loss": -58936123.392,
|
| 336 |
+
"step": 25000
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 3.72,
|
| 340 |
+
"learning_rate": 8.141941125036433e-05,
|
| 341 |
+
"loss": -57919283.2,
|
| 342 |
+
"step": 25500
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"epoch": 3.79,
|
| 346 |
+
"learning_rate": 8.105508598076364e-05,
|
| 347 |
+
"loss": -59147018.24,
|
| 348 |
+
"step": 26000
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"epoch": 3.86,
|
| 352 |
+
"learning_rate": 8.069076071116293e-05,
|
| 353 |
+
"loss": -60339425.28,
|
| 354 |
+
"step": 26500
|
| 355 |
+
},
|
| 356 |
+
{
|
| 357 |
+
"epoch": 3.93,
|
| 358 |
+
"learning_rate": 8.032643544156223e-05,
|
| 359 |
+
"loss": -59097784.32,
|
| 360 |
+
"step": 27000
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"epoch": 4.0,
|
| 364 |
+
"eval_accuracy": 0.2777975411017508,
|
| 365 |
+
"eval_loss": -59458916.0,
|
| 366 |
+
"eval_runtime": 140.4799,
|
| 367 |
+
"eval_samples_per_second": 32.567,
|
| 368 |
+
"eval_steps_per_second": 5.431,
|
| 369 |
+
"step": 27448
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"epoch": 4.01,
|
| 373 |
+
"learning_rate": 7.996211017196154e-05,
|
| 374 |
+
"loss": -59645280.256,
|
| 375 |
+
"step": 27500
|
| 376 |
+
},
|
| 377 |
+
{
|
| 378 |
+
"epoch": 4.08,
|
| 379 |
+
"learning_rate": 7.959778490236083e-05,
|
| 380 |
+
"loss": -59958251.52,
|
| 381 |
+
"step": 28000
|
| 382 |
+
},
|
| 383 |
+
{
|
| 384 |
+
"epoch": 4.15,
|
| 385 |
+
"learning_rate": 7.923345963276013e-05,
|
| 386 |
+
"loss": -59766607.872,
|
| 387 |
+
"step": 28500
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"epoch": 4.23,
|
| 391 |
+
"learning_rate": 7.886913436315944e-05,
|
| 392 |
+
"loss": -59114577.92,
|
| 393 |
+
"step": 29000
|
| 394 |
+
},
|
| 395 |
+
{
|
| 396 |
+
"epoch": 4.3,
|
| 397 |
+
"learning_rate": 7.850480909355873e-05,
|
| 398 |
+
"loss": -60154269.696,
|
| 399 |
+
"step": 29500
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 4.37,
|
| 403 |
+
"learning_rate": 7.814048382395804e-05,
|
| 404 |
+
"loss": -60939288.576,
|
| 405 |
+
"step": 30000
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"epoch": 4.44,
|
| 409 |
+
"learning_rate": 7.777615855435734e-05,
|
| 410 |
+
"loss": -61184118.784,
|
| 411 |
+
"step": 30500
|
| 412 |
+
},
|
| 413 |
+
{
|
| 414 |
+
"epoch": 4.52,
|
| 415 |
+
"learning_rate": 7.741183328475663e-05,
|
| 416 |
+
"loss": -60580569.088,
|
| 417 |
+
"step": 31000
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"epoch": 4.59,
|
| 421 |
+
"learning_rate": 7.704750801515594e-05,
|
| 422 |
+
"loss": -61123616.768,
|
| 423 |
+
"step": 31500
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 4.66,
|
| 427 |
+
"learning_rate": 7.668318274555523e-05,
|
| 428 |
+
"loss": -61707681.792,
|
| 429 |
+
"step": 32000
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 4.74,
|
| 433 |
+
"learning_rate": 7.631885747595454e-05,
|
| 434 |
+
"loss": -62141902.848,
|
| 435 |
+
"step": 32500
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"epoch": 4.81,
|
| 439 |
+
"learning_rate": 7.595453220635383e-05,
|
| 440 |
+
"loss": -62257491.968,
|
| 441 |
+
"step": 33000
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 4.88,
|
| 445 |
+
"learning_rate": 7.559020693675313e-05,
|
| 446 |
+
"loss": -61910138.88,
|
| 447 |
+
"step": 33500
|
| 448 |
+
},
|
| 449 |
+
{
|
| 450 |
+
"epoch": 4.95,
|
| 451 |
+
"learning_rate": 7.522588166715244e-05,
|
| 452 |
+
"loss": -62387458.048,
|
| 453 |
+
"step": 34000
|
| 454 |
+
},
|
| 455 |
+
{
|
| 456 |
+
"epoch": 5.0,
|
| 457 |
+
"eval_accuracy": 0.9374904803816638,
|
| 458 |
+
"eval_loss": -62782156.0,
|
| 459 |
+
"eval_runtime": 140.6016,
|
| 460 |
+
"eval_samples_per_second": 32.539,
|
| 461 |
+
"eval_steps_per_second": 5.427,
|
| 462 |
+
"step": 34310
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"epoch": 5.03,
|
| 466 |
+
"learning_rate": 7.486155639755173e-05,
|
| 467 |
+
"loss": -62778101.76,
|
| 468 |
+
"step": 34500
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"epoch": 5.1,
|
| 472 |
+
"learning_rate": 7.449723112795104e-05,
|
| 473 |
+
"loss": -61654474.752,
|
| 474 |
+
"step": 35000
|
| 475 |
+
},
|
| 476 |
+
{
|
| 477 |
+
"epoch": 5.17,
|
| 478 |
+
"learning_rate": 7.413290585835034e-05,
|
| 479 |
+
"loss": -63444623.36,
|
| 480 |
+
"step": 35500
|
| 481 |
+
},
|
| 482 |
+
{
|
| 483 |
+
"epoch": 5.25,
|
| 484 |
+
"learning_rate": 7.376858058874963e-05,
|
| 485 |
+
"loss": -63924170.752,
|
| 486 |
+
"step": 36000
|
| 487 |
+
},
|
| 488 |
+
{
|
| 489 |
+
"epoch": 5.32,
|
| 490 |
+
"learning_rate": 7.340425531914894e-05,
|
| 491 |
+
"loss": -64446738.432,
|
| 492 |
+
"step": 36500
|
| 493 |
+
},
|
| 494 |
+
{
|
| 495 |
+
"epoch": 5.39,
|
| 496 |
+
"learning_rate": 7.303993004954824e-05,
|
| 497 |
+
"loss": -63802613.76,
|
| 498 |
+
"step": 37000
|
| 499 |
+
},
|
| 500 |
+
{
|
| 501 |
+
"epoch": 5.46,
|
| 502 |
+
"learning_rate": 7.267560477994753e-05,
|
| 503 |
+
"loss": -64431120.384,
|
| 504 |
+
"step": 37500
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"epoch": 5.54,
|
| 508 |
+
"learning_rate": 7.231127951034684e-05,
|
| 509 |
+
"loss": -64963448.832,
|
| 510 |
+
"step": 38000
|
| 511 |
+
},
|
| 512 |
+
{
|
| 513 |
+
"epoch": 5.61,
|
| 514 |
+
"learning_rate": 7.194695424074615e-05,
|
| 515 |
+
"loss": -65131409.408,
|
| 516 |
+
"step": 38500
|
| 517 |
+
},
|
| 518 |
+
{
|
| 519 |
+
"epoch": 5.68,
|
| 520 |
+
"learning_rate": 7.158262897114544e-05,
|
| 521 |
+
"loss": -65691656.192,
|
| 522 |
+
"step": 39000
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"epoch": 5.76,
|
| 526 |
+
"learning_rate": 7.121830370154474e-05,
|
| 527 |
+
"loss": -64785408.0,
|
| 528 |
+
"step": 39500
|
| 529 |
+
},
|
| 530 |
+
{
|
| 531 |
+
"epoch": 5.83,
|
| 532 |
+
"learning_rate": 7.085397843194405e-05,
|
| 533 |
+
"loss": -65206128.64,
|
| 534 |
+
"step": 40000
|
| 535 |
+
},
|
| 536 |
+
{
|
| 537 |
+
"epoch": 5.9,
|
| 538 |
+
"learning_rate": 7.048965316234334e-05,
|
| 539 |
+
"loss": -66662268.928,
|
| 540 |
+
"step": 40500
|
| 541 |
+
},
|
| 542 |
+
{
|
| 543 |
+
"epoch": 5.97,
|
| 544 |
+
"learning_rate": 7.012532789274264e-05,
|
| 545 |
+
"loss": -66883559.424,
|
| 546 |
+
"step": 41000
|
| 547 |
+
},
|
| 548 |
+
{
|
| 549 |
+
"epoch": 6.0,
|
| 550 |
+
"eval_accuracy": 0.0615205015522728,
|
| 551 |
+
"eval_loss": -65968124.0,
|
| 552 |
+
"eval_runtime": 140.5904,
|
| 553 |
+
"eval_samples_per_second": 32.541,
|
| 554 |
+
"eval_steps_per_second": 5.427,
|
| 555 |
+
"step": 41172
|
| 556 |
+
},
|
| 557 |
+
{
|
| 558 |
+
"epoch": 6.05,
|
| 559 |
+
"learning_rate": 6.976100262314195e-05,
|
| 560 |
+
"loss": -66262577.152,
|
| 561 |
+
"step": 41500
|
| 562 |
+
},
|
| 563 |
+
{
|
| 564 |
+
"epoch": 6.12,
|
| 565 |
+
"learning_rate": 6.939667735354124e-05,
|
| 566 |
+
"loss": -66138095.616,
|
| 567 |
+
"step": 42000
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"epoch": 6.19,
|
| 571 |
+
"learning_rate": 6.903235208394055e-05,
|
| 572 |
+
"loss": -66000941.056,
|
| 573 |
+
"step": 42500
|
| 574 |
+
},
|
| 575 |
+
{
|
| 576 |
+
"epoch": 6.27,
|
| 577 |
+
"learning_rate": 6.866802681433985e-05,
|
| 578 |
+
"loss": -66043711.488,
|
| 579 |
+
"step": 43000
|
| 580 |
+
},
|
| 581 |
+
{
|
| 582 |
+
"epoch": 6.34,
|
| 583 |
+
"learning_rate": 6.830370154473916e-05,
|
| 584 |
+
"loss": -67294355.456,
|
| 585 |
+
"step": 43500
|
| 586 |
+
},
|
| 587 |
+
{
|
| 588 |
+
"epoch": 6.41,
|
| 589 |
+
"learning_rate": 6.793937627513845e-05,
|
| 590 |
+
"loss": -66696265.728,
|
| 591 |
+
"step": 44000
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"epoch": 6.48,
|
| 595 |
+
"learning_rate": 6.757505100553775e-05,
|
| 596 |
+
"loss": -67892416.512,
|
| 597 |
+
"step": 44500
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 6.56,
|
| 601 |
+
"learning_rate": 6.721072573593705e-05,
|
| 602 |
+
"loss": -68610072.576,
|
| 603 |
+
"step": 45000
|
| 604 |
+
},
|
| 605 |
+
{
|
| 606 |
+
"epoch": 6.63,
|
| 607 |
+
"learning_rate": 6.684640046633635e-05,
|
| 608 |
+
"loss": -68491333.632,
|
| 609 |
+
"step": 45500
|
| 610 |
+
},
|
| 611 |
+
{
|
| 612 |
+
"epoch": 6.7,
|
| 613 |
+
"learning_rate": 6.648207519673564e-05,
|
| 614 |
+
"loss": -67069939.712,
|
| 615 |
+
"step": 46000
|
| 616 |
+
},
|
| 617 |
+
{
|
| 618 |
+
"epoch": 6.78,
|
| 619 |
+
"learning_rate": 6.611774992713495e-05,
|
| 620 |
+
"loss": -68588945.408,
|
| 621 |
+
"step": 46500
|
| 622 |
+
},
|
| 623 |
+
{
|
| 624 |
+
"epoch": 6.85,
|
| 625 |
+
"learning_rate": 6.575342465753424e-05,
|
| 626 |
+
"loss": -68691898.368,
|
| 627 |
+
"step": 47000
|
| 628 |
+
},
|
| 629 |
+
{
|
| 630 |
+
"epoch": 6.92,
|
| 631 |
+
"learning_rate": 6.538909938793355e-05,
|
| 632 |
+
"loss": -68925136.896,
|
| 633 |
+
"step": 47500
|
| 634 |
+
},
|
| 635 |
+
{
|
| 636 |
+
"epoch": 7.0,
|
| 637 |
+
"learning_rate": 6.502477411833285e-05,
|
| 638 |
+
"loss": -68470861.824,
|
| 639 |
+
"step": 48000
|
| 640 |
+
},
|
| 641 |
+
{
|
| 642 |
+
"epoch": 7.0,
|
| 643 |
+
"eval_accuracy": 0.09869071386148431,
|
| 644 |
+
"eval_loss": -69001016.0,
|
| 645 |
+
"eval_runtime": 140.4928,
|
| 646 |
+
"eval_samples_per_second": 32.564,
|
| 647 |
+
"eval_steps_per_second": 5.431,
|
| 648 |
+
"step": 48034
|
| 649 |
+
},
|
| 650 |
+
{
|
| 651 |
+
"epoch": 7.07,
|
| 652 |
+
"learning_rate": 6.466044884873214e-05,
|
| 653 |
+
"loss": -69397372.928,
|
| 654 |
+
"step": 48500
|
| 655 |
+
},
|
| 656 |
+
{
|
| 657 |
+
"epoch": 7.14,
|
| 658 |
+
"learning_rate": 6.429612357913145e-05,
|
| 659 |
+
"loss": -68643381.248,
|
| 660 |
+
"step": 49000
|
| 661 |
+
},
|
| 662 |
+
{
|
| 663 |
+
"epoch": 7.21,
|
| 664 |
+
"learning_rate": 6.393179830953075e-05,
|
| 665 |
+
"loss": -69129224.192,
|
| 666 |
+
"step": 49500
|
| 667 |
+
},
|
| 668 |
+
{
|
| 669 |
+
"epoch": 7.29,
|
| 670 |
+
"learning_rate": 6.356747303993004e-05,
|
| 671 |
+
"loss": -68606349.312,
|
| 672 |
+
"step": 50000
|
| 673 |
+
},
|
| 674 |
+
{
|
| 675 |
+
"epoch": 7.36,
|
| 676 |
+
"learning_rate": 6.320314777032935e-05,
|
| 677 |
+
"loss": -69869944.832,
|
| 678 |
+
"step": 50500
|
| 679 |
+
},
|
| 680 |
+
{
|
| 681 |
+
"epoch": 7.43,
|
| 682 |
+
"learning_rate": 6.283882250072866e-05,
|
| 683 |
+
"loss": -69662130.176,
|
| 684 |
+
"step": 51000
|
| 685 |
+
},
|
| 686 |
+
{
|
| 687 |
+
"epoch": 7.51,
|
| 688 |
+
"learning_rate": 6.247449723112795e-05,
|
| 689 |
+
"loss": -70071443.456,
|
| 690 |
+
"step": 51500
|
| 691 |
+
},
|
| 692 |
+
{
|
| 693 |
+
"epoch": 7.58,
|
| 694 |
+
"learning_rate": 6.211017196152725e-05,
|
| 695 |
+
"loss": -71158382.592,
|
| 696 |
+
"step": 52000
|
| 697 |
+
},
|
| 698 |
+
{
|
| 699 |
+
"epoch": 7.65,
|
| 700 |
+
"learning_rate": 6.174584669192656e-05,
|
| 701 |
+
"loss": -71736705.024,
|
| 702 |
+
"step": 52500
|
| 703 |
+
},
|
| 704 |
+
{
|
| 705 |
+
"epoch": 7.72,
|
| 706 |
+
"learning_rate": 6.138152142232586e-05,
|
| 707 |
+
"loss": -71263109.12,
|
| 708 |
+
"step": 53000
|
| 709 |
+
},
|
| 710 |
+
{
|
| 711 |
+
"epoch": 7.8,
|
| 712 |
+
"learning_rate": 6.1017196152725155e-05,
|
| 713 |
+
"loss": -71382908.928,
|
| 714 |
+
"step": 53500
|
| 715 |
+
},
|
| 716 |
+
{
|
| 717 |
+
"epoch": 7.87,
|
| 718 |
+
"learning_rate": 6.065287088312446e-05,
|
| 719 |
+
"loss": -72212193.28,
|
| 720 |
+
"step": 54000
|
| 721 |
+
},
|
| 722 |
+
{
|
| 723 |
+
"epoch": 7.94,
|
| 724 |
+
"learning_rate": 6.028854561352376e-05,
|
| 725 |
+
"loss": -71681441.792,
|
| 726 |
+
"step": 54500
|
| 727 |
+
},
|
| 728 |
+
{
|
| 729 |
+
"epoch": 8.0,
|
| 730 |
+
"eval_accuracy": 0.9390846650576595,
|
| 731 |
+
"eval_loss": -71871320.0,
|
| 732 |
+
"eval_runtime": 140.58,
|
| 733 |
+
"eval_samples_per_second": 32.544,
|
| 734 |
+
"eval_steps_per_second": 5.428,
|
| 735 |
+
"step": 54896
|
| 736 |
+
},
|
| 737 |
+
{
|
| 738 |
+
"epoch": 8.02,
|
| 739 |
+
"learning_rate": 5.992422034392306e-05,
|
| 740 |
+
"loss": -72663113.728,
|
| 741 |
+
"step": 55000
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"epoch": 8.09,
|
| 745 |
+
"learning_rate": 5.9559895074322355e-05,
|
| 746 |
+
"loss": -71982637.056,
|
| 747 |
+
"step": 55500
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"epoch": 8.16,
|
| 751 |
+
"learning_rate": 5.919556980472166e-05,
|
| 752 |
+
"loss": -72483135.488,
|
| 753 |
+
"step": 56000
|
| 754 |
+
},
|
| 755 |
+
{
|
| 756 |
+
"epoch": 8.23,
|
| 757 |
+
"learning_rate": 5.883124453512095e-05,
|
| 758 |
+
"loss": -72597225.472,
|
| 759 |
+
"step": 56500
|
| 760 |
+
},
|
| 761 |
+
{
|
| 762 |
+
"epoch": 8.31,
|
| 763 |
+
"learning_rate": 5.846691926552026e-05,
|
| 764 |
+
"loss": -74057515.008,
|
| 765 |
+
"step": 57000
|
| 766 |
+
},
|
| 767 |
+
{
|
| 768 |
+
"epoch": 8.38,
|
| 769 |
+
"learning_rate": 5.810259399591956e-05,
|
| 770 |
+
"loss": -72980668.416,
|
| 771 |
+
"step": 57500
|
| 772 |
+
},
|
| 773 |
+
{
|
| 774 |
+
"epoch": 8.45,
|
| 775 |
+
"learning_rate": 5.7738268726318855e-05,
|
| 776 |
+
"loss": -72482070.528,
|
| 777 |
+
"step": 58000
|
| 778 |
+
},
|
| 779 |
+
{
|
| 780 |
+
"epoch": 8.53,
|
| 781 |
+
"learning_rate": 5.737394345671816e-05,
|
| 782 |
+
"loss": -73420226.56,
|
| 783 |
+
"step": 58500
|
| 784 |
+
},
|
| 785 |
+
{
|
| 786 |
+
"epoch": 8.6,
|
| 787 |
+
"learning_rate": 5.7009618187117465e-05,
|
| 788 |
+
"loss": -73117335.552,
|
| 789 |
+
"step": 59000
|
| 790 |
+
},
|
| 791 |
+
{
|
| 792 |
+
"epoch": 8.67,
|
| 793 |
+
"learning_rate": 5.664529291751676e-05,
|
| 794 |
+
"loss": -75365900.288,
|
| 795 |
+
"step": 59500
|
| 796 |
+
},
|
| 797 |
+
{
|
| 798 |
+
"epoch": 8.74,
|
| 799 |
+
"learning_rate": 5.628096764791606e-05,
|
| 800 |
+
"loss": -73344704.512,
|
| 801 |
+
"step": 60000
|
| 802 |
+
},
|
| 803 |
+
{
|
| 804 |
+
"epoch": 8.82,
|
| 805 |
+
"learning_rate": 5.591664237831537e-05,
|
| 806 |
+
"loss": -74256801.792,
|
| 807 |
+
"step": 60500
|
| 808 |
+
},
|
| 809 |
+
{
|
| 810 |
+
"epoch": 8.89,
|
| 811 |
+
"learning_rate": 5.555231710871466e-05,
|
| 812 |
+
"loss": -74018381.824,
|
| 813 |
+
"step": 61000
|
| 814 |
+
},
|
| 815 |
+
{
|
| 816 |
+
"epoch": 8.96,
|
| 817 |
+
"learning_rate": 5.5187991839113965e-05,
|
| 818 |
+
"loss": -74225754.112,
|
| 819 |
+
"step": 61500
|
| 820 |
+
},
|
| 821 |
+
{
|
| 822 |
+
"epoch": 9.0,
|
| 823 |
+
"eval_accuracy": 0.8926442611907266,
|
| 824 |
+
"eval_loss": -74553696.0,
|
| 825 |
+
"eval_runtime": 140.5145,
|
| 826 |
+
"eval_samples_per_second": 32.559,
|
| 827 |
+
"eval_steps_per_second": 5.43,
|
| 828 |
+
"step": 61758
|
| 829 |
+
},
|
| 830 |
+
{
|
| 831 |
+
"epoch": 9.04,
|
| 832 |
+
"learning_rate": 5.482366656951326e-05,
|
| 833 |
+
"loss": -74975141.888,
|
| 834 |
+
"step": 62000
|
| 835 |
+
},
|
| 836 |
+
{
|
| 837 |
+
"epoch": 9.11,
|
| 838 |
+
"learning_rate": 5.445934129991257e-05,
|
| 839 |
+
"loss": -75021574.144,
|
| 840 |
+
"step": 62500
|
| 841 |
+
},
|
| 842 |
+
{
|
| 843 |
+
"epoch": 9.18,
|
| 844 |
+
"learning_rate": 5.409501603031186e-05,
|
| 845 |
+
"loss": -74001276.928,
|
| 846 |
+
"step": 63000
|
| 847 |
+
},
|
| 848 |
+
{
|
| 849 |
+
"epoch": 9.25,
|
| 850 |
+
"learning_rate": 5.3730690760711165e-05,
|
| 851 |
+
"loss": -75256430.592,
|
| 852 |
+
"step": 63500
|
| 853 |
+
},
|
| 854 |
+
{
|
| 855 |
+
"epoch": 9.33,
|
| 856 |
+
"learning_rate": 5.336636549111047e-05,
|
| 857 |
+
"loss": -75693981.696,
|
| 858 |
+
"step": 64000
|
| 859 |
+
},
|
| 860 |
+
{
|
| 861 |
+
"epoch": 9.4,
|
| 862 |
+
"learning_rate": 5.300204022150976e-05,
|
| 863 |
+
"loss": -75368284.16,
|
| 864 |
+
"step": 64500
|
| 865 |
+
},
|
| 866 |
+
{
|
| 867 |
+
"epoch": 9.47,
|
| 868 |
+
"learning_rate": 5.263771495190907e-05,
|
| 869 |
+
"loss": -76256927.744,
|
| 870 |
+
"step": 65000
|
| 871 |
+
},
|
| 872 |
+
{
|
| 873 |
+
"epoch": 9.55,
|
| 874 |
+
"learning_rate": 5.227338968230837e-05,
|
| 875 |
+
"loss": -75650670.592,
|
| 876 |
+
"step": 65500
|
| 877 |
+
},
|
| 878 |
+
{
|
| 879 |
+
"epoch": 9.62,
|
| 880 |
+
"learning_rate": 5.1909064412707665e-05,
|
| 881 |
+
"loss": -75926216.704,
|
| 882 |
+
"step": 66000
|
| 883 |
+
},
|
| 884 |
+
{
|
| 885 |
+
"epoch": 9.69,
|
| 886 |
+
"learning_rate": 5.154473914310697e-05,
|
| 887 |
+
"loss": -74388004.864,
|
| 888 |
+
"step": 66500
|
| 889 |
+
},
|
| 890 |
+
{
|
| 891 |
+
"epoch": 9.76,
|
| 892 |
+
"learning_rate": 5.1180413873506275e-05,
|
| 893 |
+
"loss": -75555790.848,
|
| 894 |
+
"step": 67000
|
| 895 |
+
},
|
| 896 |
+
{
|
| 897 |
+
"epoch": 9.84,
|
| 898 |
+
"learning_rate": 5.081608860390557e-05,
|
| 899 |
+
"loss": -76560392.192,
|
| 900 |
+
"step": 67500
|
| 901 |
+
},
|
| 902 |
+
{
|
| 903 |
+
"epoch": 9.91,
|
| 904 |
+
"learning_rate": 5.045176333430487e-05,
|
| 905 |
+
"loss": -76913991.68,
|
| 906 |
+
"step": 68000
|
| 907 |
+
},
|
| 908 |
+
{
|
| 909 |
+
"epoch": 9.98,
|
| 910 |
+
"learning_rate": 5.008743806470417e-05,
|
| 911 |
+
"loss": -77898022.912,
|
| 912 |
+
"step": 68500
|
| 913 |
+
},
|
| 914 |
+
{
|
| 915 |
+
"epoch": 10.0,
|
| 916 |
+
"eval_accuracy": 0.939085176178107,
|
| 917 |
+
"eval_loss": -77044920.0,
|
| 918 |
+
"eval_runtime": 140.4212,
|
| 919 |
+
"eval_samples_per_second": 32.581,
|
| 920 |
+
"eval_steps_per_second": 5.434,
|
| 921 |
+
"step": 68620
|
| 922 |
+
}
|
| 923 |
+
],
|
| 924 |
+
"logging_steps": 500,
|
| 925 |
+
"max_steps": 137240,
|
| 926 |
+
"num_input_tokens_seen": 0,
|
| 927 |
+
"num_train_epochs": 20,
|
| 928 |
+
"save_steps": 500,
|
| 929 |
+
"total_flos": 2.7475868033053613e+17,
|
| 930 |
+
"train_batch_size": 6,
|
| 931 |
+
"trial_name": null,
|
| 932 |
+
"trial_params": null
|
| 933 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8b3230ccfd3d712c2b693e5536c35d4b9a913a75a5b8b1be66fcd3bf8aee48a
|
| 3 |
+
size 4728
|
vocab.txt
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<cls>
|
| 2 |
+
<pad>
|
| 3 |
+
<eos>
|
| 4 |
+
<unk>
|
| 5 |
+
L
|
| 6 |
+
A
|
| 7 |
+
G
|
| 8 |
+
V
|
| 9 |
+
S
|
| 10 |
+
E
|
| 11 |
+
R
|
| 12 |
+
T
|
| 13 |
+
I
|
| 14 |
+
D
|
| 15 |
+
P
|
| 16 |
+
K
|
| 17 |
+
Q
|
| 18 |
+
N
|
| 19 |
+
F
|
| 20 |
+
Y
|
| 21 |
+
M
|
| 22 |
+
H
|
| 23 |
+
W
|
| 24 |
+
C
|
| 25 |
+
X
|
| 26 |
+
B
|
| 27 |
+
U
|
| 28 |
+
Z
|
| 29 |
+
O
|
| 30 |
+
.
|
| 31 |
+
-
|
| 32 |
+
<null_1>
|
| 33 |
+
<mask>
|