Ethan Sim commited on
Commit ·
85bcd48
1
Parent(s): 4270dd3
stage best model
Browse files- checkpoint-160000/config.json +37 -0
- checkpoint-160000/generation_config.json +10 -0
- checkpoint-160000/optimizer.pt +3 -0
- checkpoint-160000/pytorch_model.bin +3 -0
- checkpoint-160000/rng_state.pth +3 -0
- checkpoint-160000/scaler.pt +3 -0
- checkpoint-160000/scheduler.pt +3 -0
- checkpoint-160000/sentencepiece.bpe.model +3 -0
- checkpoint-160000/special_tokens_map.json +109 -0
- checkpoint-160000/tokenizer_config.json +118 -0
- checkpoint-160000/trainer_state.json +176 -0
- checkpoint-160000/training_args.bin +3 -0
- checkpoint-160000/vocab.json +0 -0
- config.json +37 -0
- generation_config.json +10 -0
- pytorch_model.bin +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +109 -0
- tokenizer_config.json +118 -0
- training_args.bin +3 -0
- vocab.json +0 -0
checkpoint-160000/config.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/m2m100_418M",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"activation_function": "relu",
|
| 5 |
+
"architectures": [
|
| 6 |
+
"M2M100ForConditionalGeneration"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.1,
|
| 9 |
+
"bos_token_id": 0,
|
| 10 |
+
"d_model": 1024,
|
| 11 |
+
"decoder_attention_heads": 16,
|
| 12 |
+
"decoder_ffn_dim": 4096,
|
| 13 |
+
"decoder_layerdrop": 0.05,
|
| 14 |
+
"decoder_layers": 12,
|
| 15 |
+
"decoder_start_token_id": 2,
|
| 16 |
+
"dropout": 0.1,
|
| 17 |
+
"early_stopping": true,
|
| 18 |
+
"encoder_attention_heads": 16,
|
| 19 |
+
"encoder_ffn_dim": 4096,
|
| 20 |
+
"encoder_layerdrop": 0.05,
|
| 21 |
+
"encoder_layers": 12,
|
| 22 |
+
"eos_token_id": 2,
|
| 23 |
+
"gradient_checkpointing": false,
|
| 24 |
+
"init_std": 0.02,
|
| 25 |
+
"is_encoder_decoder": true,
|
| 26 |
+
"max_length": 200,
|
| 27 |
+
"max_position_embeddings": 1024,
|
| 28 |
+
"model_type": "m2m_100",
|
| 29 |
+
"num_beams": 5,
|
| 30 |
+
"num_hidden_layers": 12,
|
| 31 |
+
"pad_token_id": 1,
|
| 32 |
+
"scale_embedding": true,
|
| 33 |
+
"torch_dtype": "float32",
|
| 34 |
+
"transformers_version": "4.28.0",
|
| 35 |
+
"use_cache": true,
|
| 36 |
+
"vocab_size": 128112
|
| 37 |
+
}
|
checkpoint-160000/generation_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 0,
|
| 3 |
+
"decoder_start_token_id": 2,
|
| 4 |
+
"early_stopping": true,
|
| 5 |
+
"eos_token_id": 2,
|
| 6 |
+
"max_length": 200,
|
| 7 |
+
"num_beams": 5,
|
| 8 |
+
"pad_token_id": 1,
|
| 9 |
+
"transformers_version": "4.28.0"
|
| 10 |
+
}
|
checkpoint-160000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:68d5bcf6b20d82d8d4032812e73a4c1dafe68d31f7e9876dce38b301ed7f42f0
|
| 3 |
+
size 3871544599
|
checkpoint-160000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:05359e092c1d0fdadf25e541fcebb9f1a99621bcd41fc0db9a572379a1ddb9a2
|
| 3 |
+
size 1944201353
|
checkpoint-160000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:adba74f1530bed821976fb9dcd616503576bdb7043c39ffecdd25bc239269422
|
| 3 |
+
size 14575
|
checkpoint-160000/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0c3f34cfd45e4d738aa2217cff2559b36ac6ac357f1c48752f3456a61742b89f
|
| 3 |
+
size 557
|
checkpoint-160000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2337626d550c52d04ef37aa02051e751522f238342683af544f467aade473b77
|
| 3 |
+
size 627
|
checkpoint-160000/sentencepiece.bpe.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8f7c76ed2a5e0822be39f0a4f95a55eb19c78f4593ce609e2edbc2aea4d380a
|
| 3 |
+
size 2423393
|
checkpoint-160000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"__af__",
|
| 4 |
+
"__am__",
|
| 5 |
+
"__ar__",
|
| 6 |
+
"__ast__",
|
| 7 |
+
"__az__",
|
| 8 |
+
"__ba__",
|
| 9 |
+
"__be__",
|
| 10 |
+
"__bg__",
|
| 11 |
+
"__bn__",
|
| 12 |
+
"__br__",
|
| 13 |
+
"__bs__",
|
| 14 |
+
"__ca__",
|
| 15 |
+
"__ceb__",
|
| 16 |
+
"__cs__",
|
| 17 |
+
"__cy__",
|
| 18 |
+
"__da__",
|
| 19 |
+
"__de__",
|
| 20 |
+
"__el__",
|
| 21 |
+
"__en__",
|
| 22 |
+
"__es__",
|
| 23 |
+
"__et__",
|
| 24 |
+
"__fa__",
|
| 25 |
+
"__ff__",
|
| 26 |
+
"__fi__",
|
| 27 |
+
"__fr__",
|
| 28 |
+
"__fy__",
|
| 29 |
+
"__ga__",
|
| 30 |
+
"__gd__",
|
| 31 |
+
"__gl__",
|
| 32 |
+
"__gu__",
|
| 33 |
+
"__ha__",
|
| 34 |
+
"__he__",
|
| 35 |
+
"__hi__",
|
| 36 |
+
"__hr__",
|
| 37 |
+
"__ht__",
|
| 38 |
+
"__hu__",
|
| 39 |
+
"__hy__",
|
| 40 |
+
"__id__",
|
| 41 |
+
"__ig__",
|
| 42 |
+
"__ilo__",
|
| 43 |
+
"__is__",
|
| 44 |
+
"__it__",
|
| 45 |
+
"__ja__",
|
| 46 |
+
"__jv__",
|
| 47 |
+
"__ka__",
|
| 48 |
+
"__kk__",
|
| 49 |
+
"__km__",
|
| 50 |
+
"__kn__",
|
| 51 |
+
"__ko__",
|
| 52 |
+
"__lb__",
|
| 53 |
+
"__lg__",
|
| 54 |
+
"__ln__",
|
| 55 |
+
"__lo__",
|
| 56 |
+
"__lt__",
|
| 57 |
+
"__lv__",
|
| 58 |
+
"__mg__",
|
| 59 |
+
"__mk__",
|
| 60 |
+
"__ml__",
|
| 61 |
+
"__mn__",
|
| 62 |
+
"__mr__",
|
| 63 |
+
"__ms__",
|
| 64 |
+
"__my__",
|
| 65 |
+
"__ne__",
|
| 66 |
+
"__nl__",
|
| 67 |
+
"__no__",
|
| 68 |
+
"__ns__",
|
| 69 |
+
"__oc__",
|
| 70 |
+
"__or__",
|
| 71 |
+
"__pa__",
|
| 72 |
+
"__pl__",
|
| 73 |
+
"__ps__",
|
| 74 |
+
"__pt__",
|
| 75 |
+
"__ro__",
|
| 76 |
+
"__ru__",
|
| 77 |
+
"__sd__",
|
| 78 |
+
"__si__",
|
| 79 |
+
"__sk__",
|
| 80 |
+
"__sl__",
|
| 81 |
+
"__so__",
|
| 82 |
+
"__sq__",
|
| 83 |
+
"__sr__",
|
| 84 |
+
"__ss__",
|
| 85 |
+
"__su__",
|
| 86 |
+
"__sv__",
|
| 87 |
+
"__sw__",
|
| 88 |
+
"__ta__",
|
| 89 |
+
"__th__",
|
| 90 |
+
"__tl__",
|
| 91 |
+
"__tn__",
|
| 92 |
+
"__tr__",
|
| 93 |
+
"__uk__",
|
| 94 |
+
"__ur__",
|
| 95 |
+
"__uz__",
|
| 96 |
+
"__vi__",
|
| 97 |
+
"__wo__",
|
| 98 |
+
"__xh__",
|
| 99 |
+
"__yi__",
|
| 100 |
+
"__yo__",
|
| 101 |
+
"__zh__",
|
| 102 |
+
"__zu__"
|
| 103 |
+
],
|
| 104 |
+
"bos_token": "<s>",
|
| 105 |
+
"eos_token": "</s>",
|
| 106 |
+
"pad_token": "<pad>",
|
| 107 |
+
"sep_token": "</s>",
|
| 108 |
+
"unk_token": "<unk>"
|
| 109 |
+
}
|
checkpoint-160000/tokenizer_config.json
ADDED
|
@@ -0,0 +1,118 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"__af__",
|
| 4 |
+
"__am__",
|
| 5 |
+
"__ar__",
|
| 6 |
+
"__ast__",
|
| 7 |
+
"__az__",
|
| 8 |
+
"__ba__",
|
| 9 |
+
"__be__",
|
| 10 |
+
"__bg__",
|
| 11 |
+
"__bn__",
|
| 12 |
+
"__br__",
|
| 13 |
+
"__bs__",
|
| 14 |
+
"__ca__",
|
| 15 |
+
"__ceb__",
|
| 16 |
+
"__cs__",
|
| 17 |
+
"__cy__",
|
| 18 |
+
"__da__",
|
| 19 |
+
"__de__",
|
| 20 |
+
"__el__",
|
| 21 |
+
"__en__",
|
| 22 |
+
"__es__",
|
| 23 |
+
"__et__",
|
| 24 |
+
"__fa__",
|
| 25 |
+
"__ff__",
|
| 26 |
+
"__fi__",
|
| 27 |
+
"__fr__",
|
| 28 |
+
"__fy__",
|
| 29 |
+
"__ga__",
|
| 30 |
+
"__gd__",
|
| 31 |
+
"__gl__",
|
| 32 |
+
"__gu__",
|
| 33 |
+
"__ha__",
|
| 34 |
+
"__he__",
|
| 35 |
+
"__hi__",
|
| 36 |
+
"__hr__",
|
| 37 |
+
"__ht__",
|
| 38 |
+
"__hu__",
|
| 39 |
+
"__hy__",
|
| 40 |
+
"__id__",
|
| 41 |
+
"__ig__",
|
| 42 |
+
"__ilo__",
|
| 43 |
+
"__is__",
|
| 44 |
+
"__it__",
|
| 45 |
+
"__ja__",
|
| 46 |
+
"__jv__",
|
| 47 |
+
"__ka__",
|
| 48 |
+
"__kk__",
|
| 49 |
+
"__km__",
|
| 50 |
+
"__kn__",
|
| 51 |
+
"__ko__",
|
| 52 |
+
"__lb__",
|
| 53 |
+
"__lg__",
|
| 54 |
+
"__ln__",
|
| 55 |
+
"__lo__",
|
| 56 |
+
"__lt__",
|
| 57 |
+
"__lv__",
|
| 58 |
+
"__mg__",
|
| 59 |
+
"__mk__",
|
| 60 |
+
"__ml__",
|
| 61 |
+
"__mn__",
|
| 62 |
+
"__mr__",
|
| 63 |
+
"__ms__",
|
| 64 |
+
"__my__",
|
| 65 |
+
"__ne__",
|
| 66 |
+
"__nl__",
|
| 67 |
+
"__no__",
|
| 68 |
+
"__ns__",
|
| 69 |
+
"__oc__",
|
| 70 |
+
"__or__",
|
| 71 |
+
"__pa__",
|
| 72 |
+
"__pl__",
|
| 73 |
+
"__ps__",
|
| 74 |
+
"__pt__",
|
| 75 |
+
"__ro__",
|
| 76 |
+
"__ru__",
|
| 77 |
+
"__sd__",
|
| 78 |
+
"__si__",
|
| 79 |
+
"__sk__",
|
| 80 |
+
"__sl__",
|
| 81 |
+
"__so__",
|
| 82 |
+
"__sq__",
|
| 83 |
+
"__sr__",
|
| 84 |
+
"__ss__",
|
| 85 |
+
"__su__",
|
| 86 |
+
"__sv__",
|
| 87 |
+
"__sw__",
|
| 88 |
+
"__ta__",
|
| 89 |
+
"__th__",
|
| 90 |
+
"__tl__",
|
| 91 |
+
"__tn__",
|
| 92 |
+
"__tr__",
|
| 93 |
+
"__uk__",
|
| 94 |
+
"__ur__",
|
| 95 |
+
"__uz__",
|
| 96 |
+
"__vi__",
|
| 97 |
+
"__wo__",
|
| 98 |
+
"__xh__",
|
| 99 |
+
"__yi__",
|
| 100 |
+
"__yo__",
|
| 101 |
+
"__zh__",
|
| 102 |
+
"__zu__"
|
| 103 |
+
],
|
| 104 |
+
"bos_token": "<s>",
|
| 105 |
+
"clean_up_tokenization_spaces": true,
|
| 106 |
+
"eos_token": "</s>",
|
| 107 |
+
"language_codes": "m2m100",
|
| 108 |
+
"model_max_length": 1024,
|
| 109 |
+
"num_madeup_words": 8,
|
| 110 |
+
"pad_token": "<pad>",
|
| 111 |
+
"sep_token": "</s>",
|
| 112 |
+
"sp_model_kwargs": {},
|
| 113 |
+
"src_lang": "en",
|
| 114 |
+
"tgt_lang": "fr",
|
| 115 |
+
"tokenizer_class": "M2M100Tokenizer",
|
| 116 |
+
"tokenizer_file": null,
|
| 117 |
+
"unk_token": "<unk>"
|
| 118 |
+
}
|
checkpoint-160000/trainer_state.json
ADDED
|
@@ -0,0 +1,176 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 40.4443,
|
| 3 |
+
"best_model_checkpoint": "M2M100_enfr_FT/checkpoint-160000",
|
| 4 |
+
"epoch": 1.9716817212781428,
|
| 5 |
+
"global_step": 160000,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.2,
|
| 12 |
+
"learning_rate": 1.975361680365747e-05,
|
| 13 |
+
"loss": 0.2246,
|
| 14 |
+
"step": 16000
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.2,
|
| 18 |
+
"eval_bleu": 35.632,
|
| 19 |
+
"eval_gen_len": 45.0096,
|
| 20 |
+
"eval_loss": 0.13251402974128723,
|
| 21 |
+
"eval_runtime": 285.0264,
|
| 22 |
+
"eval_samples_per_second": 3.659,
|
| 23 |
+
"eval_steps_per_second": 0.46,
|
| 24 |
+
"step": 16000
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.39,
|
| 28 |
+
"learning_rate": 1.950723360731494e-05,
|
| 29 |
+
"loss": 0.1526,
|
| 30 |
+
"step": 32000
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.39,
|
| 34 |
+
"eval_bleu": 36.2601,
|
| 35 |
+
"eval_gen_len": 45.5829,
|
| 36 |
+
"eval_loss": 0.12710681557655334,
|
| 37 |
+
"eval_runtime": 288.5488,
|
| 38 |
+
"eval_samples_per_second": 3.615,
|
| 39 |
+
"eval_steps_per_second": 0.454,
|
| 40 |
+
"step": 32000
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"epoch": 0.59,
|
| 44 |
+
"learning_rate": 1.926085041097241e-05,
|
| 45 |
+
"loss": 0.1444,
|
| 46 |
+
"step": 48000
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 0.59,
|
| 50 |
+
"eval_bleu": 37.0395,
|
| 51 |
+
"eval_gen_len": 44.7641,
|
| 52 |
+
"eval_loss": 0.12176303565502167,
|
| 53 |
+
"eval_runtime": 283.8778,
|
| 54 |
+
"eval_samples_per_second": 3.674,
|
| 55 |
+
"eval_steps_per_second": 0.461,
|
| 56 |
+
"step": 48000
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 0.79,
|
| 60 |
+
"learning_rate": 1.9014498022156776e-05,
|
| 61 |
+
"loss": 0.1381,
|
| 62 |
+
"step": 64000
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 0.79,
|
| 66 |
+
"eval_bleu": 37.6851,
|
| 67 |
+
"eval_gen_len": 45.0633,
|
| 68 |
+
"eval_loss": 0.11842654645442963,
|
| 69 |
+
"eval_runtime": 281.5142,
|
| 70 |
+
"eval_samples_per_second": 3.705,
|
| 71 |
+
"eval_steps_per_second": 0.465,
|
| 72 |
+
"step": 64000
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.99,
|
| 76 |
+
"learning_rate": 1.8768114825814246e-05,
|
| 77 |
+
"loss": 0.135,
|
| 78 |
+
"step": 80000
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 0.99,
|
| 82 |
+
"eval_bleu": 38.8165,
|
| 83 |
+
"eval_gen_len": 45.2244,
|
| 84 |
+
"eval_loss": 0.11733223497867584,
|
| 85 |
+
"eval_runtime": 282.3739,
|
| 86 |
+
"eval_samples_per_second": 3.694,
|
| 87 |
+
"eval_steps_per_second": 0.464,
|
| 88 |
+
"step": 80000
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"epoch": 1.18,
|
| 92 |
+
"learning_rate": 1.852174703323516e-05,
|
| 93 |
+
"loss": 0.1205,
|
| 94 |
+
"step": 96000
|
| 95 |
+
},
|
| 96 |
+
{
|
| 97 |
+
"epoch": 1.18,
|
| 98 |
+
"eval_bleu": 39.4115,
|
| 99 |
+
"eval_gen_len": 45.0767,
|
| 100 |
+
"eval_loss": 0.11619798094034195,
|
| 101 |
+
"eval_runtime": 279.629,
|
| 102 |
+
"eval_samples_per_second": 3.73,
|
| 103 |
+
"eval_steps_per_second": 0.468,
|
| 104 |
+
"step": 96000
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 1.38,
|
| 108 |
+
"learning_rate": 1.827537924065608e-05,
|
| 109 |
+
"loss": 0.1203,
|
| 110 |
+
"step": 112000
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 1.38,
|
| 114 |
+
"eval_bleu": 38.9974,
|
| 115 |
+
"eval_gen_len": 45.0451,
|
| 116 |
+
"eval_loss": 0.11450415849685669,
|
| 117 |
+
"eval_runtime": 283.1117,
|
| 118 |
+
"eval_samples_per_second": 3.684,
|
| 119 |
+
"eval_steps_per_second": 0.463,
|
| 120 |
+
"step": 112000
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 1.58,
|
| 124 |
+
"learning_rate": 1.802899604431355e-05,
|
| 125 |
+
"loss": 0.1199,
|
| 126 |
+
"step": 128000
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 1.58,
|
| 130 |
+
"eval_bleu": 38.9989,
|
| 131 |
+
"eval_gen_len": 45.0268,
|
| 132 |
+
"eval_loss": 0.1141299158334732,
|
| 133 |
+
"eval_runtime": 283.9785,
|
| 134 |
+
"eval_samples_per_second": 3.673,
|
| 135 |
+
"eval_steps_per_second": 0.461,
|
| 136 |
+
"step": 128000
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"epoch": 1.77,
|
| 140 |
+
"learning_rate": 1.7782628251734466e-05,
|
| 141 |
+
"loss": 0.1187,
|
| 142 |
+
"step": 144000
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 1.77,
|
| 146 |
+
"eval_bleu": 39.3658,
|
| 147 |
+
"eval_gen_len": 44.8562,
|
| 148 |
+
"eval_loss": 0.11224538832902908,
|
| 149 |
+
"eval_runtime": 281.1031,
|
| 150 |
+
"eval_samples_per_second": 3.71,
|
| 151 |
+
"eval_steps_per_second": 0.466,
|
| 152 |
+
"step": 144000
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 1.97,
|
| 156 |
+
"learning_rate": 1.7536275862918832e-05,
|
| 157 |
+
"loss": 0.1178,
|
| 158 |
+
"step": 160000
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 1.97,
|
| 162 |
+
"eval_bleu": 40.4443,
|
| 163 |
+
"eval_gen_len": 44.8341,
|
| 164 |
+
"eval_loss": 0.11058922857046127,
|
| 165 |
+
"eval_runtime": 283.3732,
|
| 166 |
+
"eval_samples_per_second": 3.681,
|
| 167 |
+
"eval_steps_per_second": 0.462,
|
| 168 |
+
"step": 160000
|
| 169 |
+
}
|
| 170 |
+
],
|
| 171 |
+
"max_steps": 1298384,
|
| 172 |
+
"num_train_epochs": 16,
|
| 173 |
+
"total_flos": 5.178177255993508e+17,
|
| 174 |
+
"trial_name": null,
|
| 175 |
+
"trial_params": null
|
| 176 |
+
}
|
checkpoint-160000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf38a5187ebe098d9062cf6a3dd4ec6af343f09f1705ab85aba2deb9c82eb938
|
| 3 |
+
size 3707
|
checkpoint-160000/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
config.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/m2m100_418M",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"activation_function": "relu",
|
| 5 |
+
"architectures": [
|
| 6 |
+
"M2M100ForConditionalGeneration"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.1,
|
| 9 |
+
"bos_token_id": 0,
|
| 10 |
+
"d_model": 1024,
|
| 11 |
+
"decoder_attention_heads": 16,
|
| 12 |
+
"decoder_ffn_dim": 4096,
|
| 13 |
+
"decoder_layerdrop": 0.05,
|
| 14 |
+
"decoder_layers": 12,
|
| 15 |
+
"decoder_start_token_id": 2,
|
| 16 |
+
"dropout": 0.1,
|
| 17 |
+
"early_stopping": true,
|
| 18 |
+
"encoder_attention_heads": 16,
|
| 19 |
+
"encoder_ffn_dim": 4096,
|
| 20 |
+
"encoder_layerdrop": 0.05,
|
| 21 |
+
"encoder_layers": 12,
|
| 22 |
+
"eos_token_id": 2,
|
| 23 |
+
"gradient_checkpointing": false,
|
| 24 |
+
"init_std": 0.02,
|
| 25 |
+
"is_encoder_decoder": true,
|
| 26 |
+
"max_length": 200,
|
| 27 |
+
"max_position_embeddings": 1024,
|
| 28 |
+
"model_type": "m2m_100",
|
| 29 |
+
"num_beams": 5,
|
| 30 |
+
"num_hidden_layers": 12,
|
| 31 |
+
"pad_token_id": 1,
|
| 32 |
+
"scale_embedding": true,
|
| 33 |
+
"torch_dtype": "float32",
|
| 34 |
+
"transformers_version": "4.28.0",
|
| 35 |
+
"use_cache": true,
|
| 36 |
+
"vocab_size": 128112
|
| 37 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 0,
|
| 3 |
+
"decoder_start_token_id": 2,
|
| 4 |
+
"early_stopping": true,
|
| 5 |
+
"eos_token_id": 2,
|
| 6 |
+
"max_length": 200,
|
| 7 |
+
"num_beams": 5,
|
| 8 |
+
"pad_token_id": 1,
|
| 9 |
+
"transformers_version": "4.28.0"
|
| 10 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:05359e092c1d0fdadf25e541fcebb9f1a99621bcd41fc0db9a572379a1ddb9a2
|
| 3 |
+
size 1944201353
|
sentencepiece.bpe.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8f7c76ed2a5e0822be39f0a4f95a55eb19c78f4593ce609e2edbc2aea4d380a
|
| 3 |
+
size 2423393
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"__af__",
|
| 4 |
+
"__am__",
|
| 5 |
+
"__ar__",
|
| 6 |
+
"__ast__",
|
| 7 |
+
"__az__",
|
| 8 |
+
"__ba__",
|
| 9 |
+
"__be__",
|
| 10 |
+
"__bg__",
|
| 11 |
+
"__bn__",
|
| 12 |
+
"__br__",
|
| 13 |
+
"__bs__",
|
| 14 |
+
"__ca__",
|
| 15 |
+
"__ceb__",
|
| 16 |
+
"__cs__",
|
| 17 |
+
"__cy__",
|
| 18 |
+
"__da__",
|
| 19 |
+
"__de__",
|
| 20 |
+
"__el__",
|
| 21 |
+
"__en__",
|
| 22 |
+
"__es__",
|
| 23 |
+
"__et__",
|
| 24 |
+
"__fa__",
|
| 25 |
+
"__ff__",
|
| 26 |
+
"__fi__",
|
| 27 |
+
"__fr__",
|
| 28 |
+
"__fy__",
|
| 29 |
+
"__ga__",
|
| 30 |
+
"__gd__",
|
| 31 |
+
"__gl__",
|
| 32 |
+
"__gu__",
|
| 33 |
+
"__ha__",
|
| 34 |
+
"__he__",
|
| 35 |
+
"__hi__",
|
| 36 |
+
"__hr__",
|
| 37 |
+
"__ht__",
|
| 38 |
+
"__hu__",
|
| 39 |
+
"__hy__",
|
| 40 |
+
"__id__",
|
| 41 |
+
"__ig__",
|
| 42 |
+
"__ilo__",
|
| 43 |
+
"__is__",
|
| 44 |
+
"__it__",
|
| 45 |
+
"__ja__",
|
| 46 |
+
"__jv__",
|
| 47 |
+
"__ka__",
|
| 48 |
+
"__kk__",
|
| 49 |
+
"__km__",
|
| 50 |
+
"__kn__",
|
| 51 |
+
"__ko__",
|
| 52 |
+
"__lb__",
|
| 53 |
+
"__lg__",
|
| 54 |
+
"__ln__",
|
| 55 |
+
"__lo__",
|
| 56 |
+
"__lt__",
|
| 57 |
+
"__lv__",
|
| 58 |
+
"__mg__",
|
| 59 |
+
"__mk__",
|
| 60 |
+
"__ml__",
|
| 61 |
+
"__mn__",
|
| 62 |
+
"__mr__",
|
| 63 |
+
"__ms__",
|
| 64 |
+
"__my__",
|
| 65 |
+
"__ne__",
|
| 66 |
+
"__nl__",
|
| 67 |
+
"__no__",
|
| 68 |
+
"__ns__",
|
| 69 |
+
"__oc__",
|
| 70 |
+
"__or__",
|
| 71 |
+
"__pa__",
|
| 72 |
+
"__pl__",
|
| 73 |
+
"__ps__",
|
| 74 |
+
"__pt__",
|
| 75 |
+
"__ro__",
|
| 76 |
+
"__ru__",
|
| 77 |
+
"__sd__",
|
| 78 |
+
"__si__",
|
| 79 |
+
"__sk__",
|
| 80 |
+
"__sl__",
|
| 81 |
+
"__so__",
|
| 82 |
+
"__sq__",
|
| 83 |
+
"__sr__",
|
| 84 |
+
"__ss__",
|
| 85 |
+
"__su__",
|
| 86 |
+
"__sv__",
|
| 87 |
+
"__sw__",
|
| 88 |
+
"__ta__",
|
| 89 |
+
"__th__",
|
| 90 |
+
"__tl__",
|
| 91 |
+
"__tn__",
|
| 92 |
+
"__tr__",
|
| 93 |
+
"__uk__",
|
| 94 |
+
"__ur__",
|
| 95 |
+
"__uz__",
|
| 96 |
+
"__vi__",
|
| 97 |
+
"__wo__",
|
| 98 |
+
"__xh__",
|
| 99 |
+
"__yi__",
|
| 100 |
+
"__yo__",
|
| 101 |
+
"__zh__",
|
| 102 |
+
"__zu__"
|
| 103 |
+
],
|
| 104 |
+
"bos_token": "<s>",
|
| 105 |
+
"eos_token": "</s>",
|
| 106 |
+
"pad_token": "<pad>",
|
| 107 |
+
"sep_token": "</s>",
|
| 108 |
+
"unk_token": "<unk>"
|
| 109 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,118 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"__af__",
|
| 4 |
+
"__am__",
|
| 5 |
+
"__ar__",
|
| 6 |
+
"__ast__",
|
| 7 |
+
"__az__",
|
| 8 |
+
"__ba__",
|
| 9 |
+
"__be__",
|
| 10 |
+
"__bg__",
|
| 11 |
+
"__bn__",
|
| 12 |
+
"__br__",
|
| 13 |
+
"__bs__",
|
| 14 |
+
"__ca__",
|
| 15 |
+
"__ceb__",
|
| 16 |
+
"__cs__",
|
| 17 |
+
"__cy__",
|
| 18 |
+
"__da__",
|
| 19 |
+
"__de__",
|
| 20 |
+
"__el__",
|
| 21 |
+
"__en__",
|
| 22 |
+
"__es__",
|
| 23 |
+
"__et__",
|
| 24 |
+
"__fa__",
|
| 25 |
+
"__ff__",
|
| 26 |
+
"__fi__",
|
| 27 |
+
"__fr__",
|
| 28 |
+
"__fy__",
|
| 29 |
+
"__ga__",
|
| 30 |
+
"__gd__",
|
| 31 |
+
"__gl__",
|
| 32 |
+
"__gu__",
|
| 33 |
+
"__ha__",
|
| 34 |
+
"__he__",
|
| 35 |
+
"__hi__",
|
| 36 |
+
"__hr__",
|
| 37 |
+
"__ht__",
|
| 38 |
+
"__hu__",
|
| 39 |
+
"__hy__",
|
| 40 |
+
"__id__",
|
| 41 |
+
"__ig__",
|
| 42 |
+
"__ilo__",
|
| 43 |
+
"__is__",
|
| 44 |
+
"__it__",
|
| 45 |
+
"__ja__",
|
| 46 |
+
"__jv__",
|
| 47 |
+
"__ka__",
|
| 48 |
+
"__kk__",
|
| 49 |
+
"__km__",
|
| 50 |
+
"__kn__",
|
| 51 |
+
"__ko__",
|
| 52 |
+
"__lb__",
|
| 53 |
+
"__lg__",
|
| 54 |
+
"__ln__",
|
| 55 |
+
"__lo__",
|
| 56 |
+
"__lt__",
|
| 57 |
+
"__lv__",
|
| 58 |
+
"__mg__",
|
| 59 |
+
"__mk__",
|
| 60 |
+
"__ml__",
|
| 61 |
+
"__mn__",
|
| 62 |
+
"__mr__",
|
| 63 |
+
"__ms__",
|
| 64 |
+
"__my__",
|
| 65 |
+
"__ne__",
|
| 66 |
+
"__nl__",
|
| 67 |
+
"__no__",
|
| 68 |
+
"__ns__",
|
| 69 |
+
"__oc__",
|
| 70 |
+
"__or__",
|
| 71 |
+
"__pa__",
|
| 72 |
+
"__pl__",
|
| 73 |
+
"__ps__",
|
| 74 |
+
"__pt__",
|
| 75 |
+
"__ro__",
|
| 76 |
+
"__ru__",
|
| 77 |
+
"__sd__",
|
| 78 |
+
"__si__",
|
| 79 |
+
"__sk__",
|
| 80 |
+
"__sl__",
|
| 81 |
+
"__so__",
|
| 82 |
+
"__sq__",
|
| 83 |
+
"__sr__",
|
| 84 |
+
"__ss__",
|
| 85 |
+
"__su__",
|
| 86 |
+
"__sv__",
|
| 87 |
+
"__sw__",
|
| 88 |
+
"__ta__",
|
| 89 |
+
"__th__",
|
| 90 |
+
"__tl__",
|
| 91 |
+
"__tn__",
|
| 92 |
+
"__tr__",
|
| 93 |
+
"__uk__",
|
| 94 |
+
"__ur__",
|
| 95 |
+
"__uz__",
|
| 96 |
+
"__vi__",
|
| 97 |
+
"__wo__",
|
| 98 |
+
"__xh__",
|
| 99 |
+
"__yi__",
|
| 100 |
+
"__yo__",
|
| 101 |
+
"__zh__",
|
| 102 |
+
"__zu__"
|
| 103 |
+
],
|
| 104 |
+
"bos_token": "<s>",
|
| 105 |
+
"clean_up_tokenization_spaces": true,
|
| 106 |
+
"eos_token": "</s>",
|
| 107 |
+
"language_codes": "m2m100",
|
| 108 |
+
"model_max_length": 1024,
|
| 109 |
+
"num_madeup_words": 8,
|
| 110 |
+
"pad_token": "<pad>",
|
| 111 |
+
"sep_token": "</s>",
|
| 112 |
+
"sp_model_kwargs": {},
|
| 113 |
+
"src_lang": "en",
|
| 114 |
+
"tgt_lang": "fr",
|
| 115 |
+
"tokenizer_class": "M2M100Tokenizer",
|
| 116 |
+
"tokenizer_file": null,
|
| 117 |
+
"unk_token": "<unk>"
|
| 118 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf38a5187ebe098d9062cf6a3dd4ec6af343f09f1705ab85aba2deb9c82eb938
|
| 3 |
+
size 3707
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|