Translation
Transformers
Safetensors
Chichewa
English
marian
text2text-generation
nyanja
chichewa
low-resource
domain-adaptation
warm-up
encoder-mlm
Instructions to use kelvinmbewe/nyanja_english_warmup with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use kelvinmbewe/nyanja_english_warmup with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("translation", model="kelvinmbewe/nyanja_english_warmup")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("kelvinmbewe/nyanja_english_warmup") model = AutoModelForSeq2SeqLM.from_pretrained("kelvinmbewe/nyanja_english_warmup", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- added_tokens.json +3 -0
- checkpoint-1000/added_tokens.json +3 -0
- checkpoint-1000/optimizer.pt +2 -2
- checkpoint-1000/pytorch_model.bin +2 -2
- checkpoint-1000/rng_state.pth +1 -1
- checkpoint-1000/special_tokens_map.json +7 -0
- checkpoint-1000/tokenizer_config.json +9 -0
- checkpoint-1000/trainer_state.json +49 -49
- checkpoint-1000/training_args.bin +1 -1
- checkpoint-1500/added_tokens.json +3 -0
- checkpoint-1500/optimizer.pt +2 -2
- checkpoint-1500/pytorch_model.bin +2 -2
- checkpoint-1500/rng_state.pth +1 -1
- checkpoint-1500/special_tokens_map.json +7 -0
- checkpoint-1500/tokenizer_config.json +9 -0
- checkpoint-1500/trainer_state.json +73 -73
- checkpoint-1500/training_args.bin +1 -1
- checkpoint-1986/added_tokens.json +3 -0
- checkpoint-1986/optimizer.pt +2 -2
- checkpoint-1986/pytorch_model.bin +2 -2
- checkpoint-1986/rng_state.pth +1 -1
- checkpoint-1986/special_tokens_map.json +7 -0
- checkpoint-1986/tokenizer_config.json +9 -0
- checkpoint-1986/trainer_state.json +91 -91
- checkpoint-1986/training_args.bin +1 -1
- checkpoint-500/added_tokens.json +3 -0
- checkpoint-500/optimizer.pt +2 -2
- checkpoint-500/pytorch_model.bin +2 -2
- checkpoint-500/rng_state.pth +1 -1
- checkpoint-500/special_tokens_map.json +7 -0
- checkpoint-500/tokenizer_config.json +9 -0
- checkpoint-500/trainer_state.json +25 -25
- checkpoint-500/training_args.bin +1 -1
- config.json +4 -4
- model.safetensors +2 -2
- special_tokens_map.json +7 -0
- tokenizer_config.json +9 -0
added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<mask>": 59811
|
| 3 |
+
}
|
checkpoint-1000/added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<mask>": 59811
|
| 3 |
+
}
|
checkpoint-1000/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b84355664b1171ee54bd6a99361e9ba9e7be9beb3365865942cade794a976f4f
|
| 3 |
+
size 396383563
|
checkpoint-1000/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a7e9201f999da17c123fdeaf604f0dfa742666f1e456cc9291cd718895a517f2
|
| 3 |
+
size 199236461
|
checkpoint-1000/rng_state.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14391
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:343d370adc10ca90f4022d1d35c813a99b720c147ec4ead44d32675cfd7f07ac
|
| 3 |
size 14391
|
checkpoint-1000/special_tokens_map.json
CHANGED
|
@@ -1,5 +1,12 @@
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
"pad_token": "<pad>",
|
| 4 |
"unk_token": "<unk>"
|
| 5 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
| 3 |
+
"mask_token": {
|
| 4 |
+
"content": "<mask>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
"pad_token": "<pad>",
|
| 11 |
"unk_token": "<unk>"
|
| 12 |
}
|
checkpoint-1000/tokenizer_config.json
CHANGED
|
@@ -23,11 +23,20 @@
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
}
|
| 27 |
},
|
| 28 |
"clean_up_tokenization_spaces": false,
|
| 29 |
"eos_token": "</s>",
|
| 30 |
"extra_special_tokens": {},
|
|
|
|
| 31 |
"model_max_length": 512,
|
| 32 |
"pad_token": "<pad>",
|
| 33 |
"separate_vocabs": false,
|
|
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
| 26 |
+
},
|
| 27 |
+
"59811": {
|
| 28 |
+
"content": "<mask>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
}
|
| 35 |
},
|
| 36 |
"clean_up_tokenization_spaces": false,
|
| 37 |
"eos_token": "</s>",
|
| 38 |
"extra_special_tokens": {},
|
| 39 |
+
"mask_token": "<mask>",
|
| 40 |
"model_max_length": 512,
|
| 41 |
"pad_token": "<pad>",
|
| 42 |
"separate_vocabs": false,
|
checkpoint-1000/trainer_state.json
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1000,
|
| 3 |
-
"best_metric":
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1000",
|
| 5 |
"epoch": 0.5035246727089627,
|
| 6 |
"eval_steps": 500,
|
|
@@ -11,158 +11,158 @@
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.025176233635448138,
|
| 14 |
-
"grad_norm":
|
| 15 |
"learning_rate": 4.876636455186304e-05,
|
| 16 |
-
"loss": 9.
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.050352467270896276,
|
| 21 |
-
"grad_norm": 1.
|
| 22 |
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
-
"loss": 8.
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.0755287009063444,
|
| 28 |
-
"grad_norm":
|
| 29 |
"learning_rate": 4.624874118831823e-05,
|
| 30 |
-
"loss":
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
"epoch": 0.10070493454179255,
|
| 35 |
-
"grad_norm":
|
| 36 |
"learning_rate": 4.498992950654582e-05,
|
| 37 |
-
"loss": 7.
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"epoch": 0.12588116817724068,
|
| 42 |
-
"grad_norm": 1.
|
| 43 |
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
-
"loss":
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 0.1510574018126888,
|
| 49 |
-
"grad_norm":
|
| 50 |
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
-
"loss":
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
"epoch": 0.17623363544813697,
|
| 56 |
-
"grad_norm":
|
| 57 |
"learning_rate": 4.12134944612286e-05,
|
| 58 |
-
"loss":
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
"epoch": 0.2014098690835851,
|
| 63 |
-
"grad_norm":
|
| 64 |
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
-
"loss": 6.
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
"epoch": 0.22658610271903323,
|
| 70 |
-
"grad_norm":
|
| 71 |
"learning_rate": 3.869587109768379e-05,
|
| 72 |
-
"loss": 6.
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
"epoch": 0.25176233635448136,
|
| 77 |
-
"grad_norm":
|
| 78 |
"learning_rate": 3.743705941591138e-05,
|
| 79 |
-
"loss": 6.
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
"epoch": 0.25176233635448136,
|
| 84 |
-
"eval_loss":
|
| 85 |
-
"eval_runtime":
|
| 86 |
-
"eval_samples_per_second":
|
| 87 |
-
"eval_steps_per_second": 2.
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
"epoch": 0.2769385699899295,
|
| 92 |
-
"grad_norm":
|
| 93 |
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
-
"loss": 6.
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
"epoch": 0.3021148036253776,
|
| 99 |
-
"grad_norm":
|
| 100 |
"learning_rate": 3.491943605236657e-05,
|
| 101 |
-
"loss": 6.
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
"epoch": 0.32729103726082576,
|
| 106 |
-
"grad_norm":
|
| 107 |
"learning_rate": 3.366062437059416e-05,
|
| 108 |
-
"loss": 6.
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
"epoch": 0.35246727089627394,
|
| 113 |
-
"grad_norm":
|
| 114 |
"learning_rate": 3.240181268882175e-05,
|
| 115 |
-
"loss": 6.
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
"epoch": 0.3776435045317221,
|
| 120 |
-
"grad_norm":
|
| 121 |
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
-
"loss":
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
"epoch": 0.4028197381671702,
|
| 127 |
-
"grad_norm":
|
| 128 |
"learning_rate": 2.988418932527694e-05,
|
| 129 |
-
"loss":
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
"epoch": 0.42799597180261834,
|
| 134 |
-
"grad_norm":
|
| 135 |
"learning_rate": 2.862537764350453e-05,
|
| 136 |
-
"loss":
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
"epoch": 0.45317220543806647,
|
| 141 |
-
"grad_norm":
|
| 142 |
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
-
"loss":
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
"epoch": 0.4783484390735146,
|
| 148 |
-
"grad_norm":
|
| 149 |
"learning_rate": 2.610775427995972e-05,
|
| 150 |
-
"loss":
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
"epoch": 0.5035246727089627,
|
| 155 |
-
"grad_norm":
|
| 156 |
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
-
"loss":
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
"epoch": 0.5035246727089627,
|
| 162 |
-
"eval_loss":
|
| 163 |
-
"eval_runtime":
|
| 164 |
-
"eval_samples_per_second":
|
| 165 |
-
"eval_steps_per_second":
|
| 166 |
"step": 1000
|
| 167 |
}
|
| 168 |
],
|
|
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1000,
|
| 3 |
+
"best_metric": 6.018856525421143,
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1000",
|
| 5 |
"epoch": 0.5035246727089627,
|
| 6 |
"eval_steps": 500,
|
|
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.025176233635448138,
|
| 14 |
+
"grad_norm": 1.8817049264907837,
|
| 15 |
"learning_rate": 4.876636455186304e-05,
|
| 16 |
+
"loss": 9.8135,
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.050352467270896276,
|
| 21 |
+
"grad_norm": 1.9862349033355713,
|
| 22 |
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
+
"loss": 8.8496,
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.0755287009063444,
|
| 28 |
+
"grad_norm": 2.0134317874908447,
|
| 29 |
"learning_rate": 4.624874118831823e-05,
|
| 30 |
+
"loss": 8.3485,
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
"epoch": 0.10070493454179255,
|
| 35 |
+
"grad_norm": 2.8336329460144043,
|
| 36 |
"learning_rate": 4.498992950654582e-05,
|
| 37 |
+
"loss": 7.9298,
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"epoch": 0.12588116817724068,
|
| 42 |
+
"grad_norm": 1.8131136894226074,
|
| 43 |
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
+
"loss": 7.6853,
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 0.1510574018126888,
|
| 49 |
+
"grad_norm": 2.619373083114624,
|
| 50 |
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
+
"loss": 7.3954,
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
"epoch": 0.17623363544813697,
|
| 56 |
+
"grad_norm": 2.30450439453125,
|
| 57 |
"learning_rate": 4.12134944612286e-05,
|
| 58 |
+
"loss": 7.1206,
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
"epoch": 0.2014098690835851,
|
| 63 |
+
"grad_norm": 2.5505969524383545,
|
| 64 |
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
+
"loss": 6.9686,
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
"epoch": 0.22658610271903323,
|
| 70 |
+
"grad_norm": 2.0169050693511963,
|
| 71 |
"learning_rate": 3.869587109768379e-05,
|
| 72 |
+
"loss": 6.807,
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
"epoch": 0.25176233635448136,
|
| 77 |
+
"grad_norm": 2.125231981277466,
|
| 78 |
"learning_rate": 3.743705941591138e-05,
|
| 79 |
+
"loss": 6.7269,
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
"epoch": 0.25176233635448136,
|
| 84 |
+
"eval_loss": 6.588558197021484,
|
| 85 |
+
"eval_runtime": 35.6768,
|
| 86 |
+
"eval_samples_per_second": 46.893,
|
| 87 |
+
"eval_steps_per_second": 2.943,
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
"epoch": 0.2769385699899295,
|
| 92 |
+
"grad_norm": 2.285013437271118,
|
| 93 |
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
+
"loss": 6.6117,
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
"epoch": 0.3021148036253776,
|
| 99 |
+
"grad_norm": 2.147951602935791,
|
| 100 |
"learning_rate": 3.491943605236657e-05,
|
| 101 |
+
"loss": 6.5024,
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
"epoch": 0.32729103726082576,
|
| 106 |
+
"grad_norm": 1.968063235282898,
|
| 107 |
"learning_rate": 3.366062437059416e-05,
|
| 108 |
+
"loss": 6.4696,
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
"epoch": 0.35246727089627394,
|
| 113 |
+
"grad_norm": 3.044461488723755,
|
| 114 |
"learning_rate": 3.240181268882175e-05,
|
| 115 |
+
"loss": 6.4161,
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
"epoch": 0.3776435045317221,
|
| 120 |
+
"grad_norm": 3.290184497833252,
|
| 121 |
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
+
"loss": 6.275,
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
"epoch": 0.4028197381671702,
|
| 127 |
+
"grad_norm": 2.1646714210510254,
|
| 128 |
"learning_rate": 2.988418932527694e-05,
|
| 129 |
+
"loss": 6.3287,
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
"epoch": 0.42799597180261834,
|
| 134 |
+
"grad_norm": 2.3437819480895996,
|
| 135 |
"learning_rate": 2.862537764350453e-05,
|
| 136 |
+
"loss": 6.2043,
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
"epoch": 0.45317220543806647,
|
| 141 |
+
"grad_norm": 2.464350700378418,
|
| 142 |
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
+
"loss": 6.2089,
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
"epoch": 0.4783484390735146,
|
| 148 |
+
"grad_norm": 2.730142831802368,
|
| 149 |
"learning_rate": 2.610775427995972e-05,
|
| 150 |
+
"loss": 6.146,
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
"epoch": 0.5035246727089627,
|
| 155 |
+
"grad_norm": 2.321312189102173,
|
| 156 |
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
+
"loss": 6.1237,
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
"epoch": 0.5035246727089627,
|
| 162 |
+
"eval_loss": 6.018856525421143,
|
| 163 |
+
"eval_runtime": 33.2683,
|
| 164 |
+
"eval_samples_per_second": 50.288,
|
| 165 |
+
"eval_steps_per_second": 3.156,
|
| 166 |
"step": 1000
|
| 167 |
}
|
| 168 |
],
|
checkpoint-1000/training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5713
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:00a8fef87f609a94dc07e98c9168ebeac65261d0032405c3c986af25ab8cfec3
|
| 3 |
size 5713
|
checkpoint-1500/added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<mask>": 59811
|
| 3 |
+
}
|
checkpoint-1500/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4ac77f5975048fe6c4cf6cc0fb96e5e7d54577ab89092c4a0a717d746d5191df
|
| 3 |
+
size 396383563
|
checkpoint-1500/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:389bfa804e20a1a306e528f6f064050efbd7d2812976e75dee161a3dfb4e2f1e
|
| 3 |
+
size 199236461
|
checkpoint-1500/rng_state.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14391
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f6b5d5e0b2f1b5845936c368d104ce0c8a941a010bfdecae927cf3b584a018f
|
| 3 |
size 14391
|
checkpoint-1500/special_tokens_map.json
CHANGED
|
@@ -1,5 +1,12 @@
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
"pad_token": "<pad>",
|
| 4 |
"unk_token": "<unk>"
|
| 5 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
| 3 |
+
"mask_token": {
|
| 4 |
+
"content": "<mask>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
"pad_token": "<pad>",
|
| 11 |
"unk_token": "<unk>"
|
| 12 |
}
|
checkpoint-1500/tokenizer_config.json
CHANGED
|
@@ -23,11 +23,20 @@
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
}
|
| 27 |
},
|
| 28 |
"clean_up_tokenization_spaces": false,
|
| 29 |
"eos_token": "</s>",
|
| 30 |
"extra_special_tokens": {},
|
|
|
|
| 31 |
"model_max_length": 512,
|
| 32 |
"pad_token": "<pad>",
|
| 33 |
"separate_vocabs": false,
|
|
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
| 26 |
+
},
|
| 27 |
+
"59811": {
|
| 28 |
+
"content": "<mask>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
}
|
| 35 |
},
|
| 36 |
"clean_up_tokenization_spaces": false,
|
| 37 |
"eos_token": "</s>",
|
| 38 |
"extra_special_tokens": {},
|
| 39 |
+
"mask_token": "<mask>",
|
| 40 |
"model_max_length": 512,
|
| 41 |
"pad_token": "<pad>",
|
| 42 |
"separate_vocabs": false,
|
checkpoint-1500/trainer_state.json
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1500,
|
| 3 |
-
"best_metric": 5.
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1500",
|
| 5 |
"epoch": 0.7552870090634441,
|
| 6 |
"eval_steps": 500,
|
|
@@ -11,236 +11,236 @@
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.025176233635448138,
|
| 14 |
-
"grad_norm":
|
| 15 |
"learning_rate": 4.876636455186304e-05,
|
| 16 |
-
"loss": 9.
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.050352467270896276,
|
| 21 |
-
"grad_norm": 1.
|
| 22 |
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
-
"loss": 8.
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.0755287009063444,
|
| 28 |
-
"grad_norm":
|
| 29 |
"learning_rate": 4.624874118831823e-05,
|
| 30 |
-
"loss":
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
"epoch": 0.10070493454179255,
|
| 35 |
-
"grad_norm":
|
| 36 |
"learning_rate": 4.498992950654582e-05,
|
| 37 |
-
"loss": 7.
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"epoch": 0.12588116817724068,
|
| 42 |
-
"grad_norm": 1.
|
| 43 |
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
-
"loss":
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 0.1510574018126888,
|
| 49 |
-
"grad_norm":
|
| 50 |
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
-
"loss":
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
"epoch": 0.17623363544813697,
|
| 56 |
-
"grad_norm":
|
| 57 |
"learning_rate": 4.12134944612286e-05,
|
| 58 |
-
"loss":
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
"epoch": 0.2014098690835851,
|
| 63 |
-
"grad_norm":
|
| 64 |
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
-
"loss": 6.
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
"epoch": 0.22658610271903323,
|
| 70 |
-
"grad_norm":
|
| 71 |
"learning_rate": 3.869587109768379e-05,
|
| 72 |
-
"loss": 6.
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
"epoch": 0.25176233635448136,
|
| 77 |
-
"grad_norm":
|
| 78 |
"learning_rate": 3.743705941591138e-05,
|
| 79 |
-
"loss": 6.
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
"epoch": 0.25176233635448136,
|
| 84 |
-
"eval_loss":
|
| 85 |
-
"eval_runtime":
|
| 86 |
-
"eval_samples_per_second":
|
| 87 |
-
"eval_steps_per_second": 2.
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
"epoch": 0.2769385699899295,
|
| 92 |
-
"grad_norm":
|
| 93 |
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
-
"loss": 6.
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
"epoch": 0.3021148036253776,
|
| 99 |
-
"grad_norm":
|
| 100 |
"learning_rate": 3.491943605236657e-05,
|
| 101 |
-
"loss": 6.
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
"epoch": 0.32729103726082576,
|
| 106 |
-
"grad_norm":
|
| 107 |
"learning_rate": 3.366062437059416e-05,
|
| 108 |
-
"loss": 6.
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
"epoch": 0.35246727089627394,
|
| 113 |
-
"grad_norm":
|
| 114 |
"learning_rate": 3.240181268882175e-05,
|
| 115 |
-
"loss": 6.
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
"epoch": 0.3776435045317221,
|
| 120 |
-
"grad_norm":
|
| 121 |
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
-
"loss":
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
"epoch": 0.4028197381671702,
|
| 127 |
-
"grad_norm":
|
| 128 |
"learning_rate": 2.988418932527694e-05,
|
| 129 |
-
"loss":
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
"epoch": 0.42799597180261834,
|
| 134 |
-
"grad_norm":
|
| 135 |
"learning_rate": 2.862537764350453e-05,
|
| 136 |
-
"loss":
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
"epoch": 0.45317220543806647,
|
| 141 |
-
"grad_norm":
|
| 142 |
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
-
"loss":
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
"epoch": 0.4783484390735146,
|
| 148 |
-
"grad_norm":
|
| 149 |
"learning_rate": 2.610775427995972e-05,
|
| 150 |
-
"loss":
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
"epoch": 0.5035246727089627,
|
| 155 |
-
"grad_norm":
|
| 156 |
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
-
"loss":
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
"epoch": 0.5035246727089627,
|
| 162 |
-
"eval_loss":
|
| 163 |
-
"eval_runtime":
|
| 164 |
-
"eval_samples_per_second":
|
| 165 |
-
"eval_steps_per_second":
|
| 166 |
"step": 1000
|
| 167 |
},
|
| 168 |
{
|
| 169 |
"epoch": 0.5287009063444109,
|
| 170 |
-
"grad_norm":
|
| 171 |
"learning_rate": 2.3590130916414905e-05,
|
| 172 |
-
"loss":
|
| 173 |
"step": 1050
|
| 174 |
},
|
| 175 |
{
|
| 176 |
"epoch": 0.553877139979859,
|
| 177 |
-
"grad_norm":
|
| 178 |
"learning_rate": 2.2331319234642498e-05,
|
| 179 |
-
"loss":
|
| 180 |
"step": 1100
|
| 181 |
},
|
| 182 |
{
|
| 183 |
"epoch": 0.5790533736153072,
|
| 184 |
-
"grad_norm":
|
| 185 |
"learning_rate": 2.107250755287009e-05,
|
| 186 |
-
"loss": 5.
|
| 187 |
"step": 1150
|
| 188 |
},
|
| 189 |
{
|
| 190 |
"epoch": 0.6042296072507553,
|
| 191 |
-
"grad_norm":
|
| 192 |
"learning_rate": 1.9813695871097685e-05,
|
| 193 |
-
"loss":
|
| 194 |
"step": 1200
|
| 195 |
},
|
| 196 |
{
|
| 197 |
"epoch": 0.6294058408862034,
|
| 198 |
-
"grad_norm":
|
| 199 |
"learning_rate": 1.8554884189325278e-05,
|
| 200 |
-
"loss": 5.
|
| 201 |
"step": 1250
|
| 202 |
},
|
| 203 |
{
|
| 204 |
"epoch": 0.6545820745216515,
|
| 205 |
-
"grad_norm":
|
| 206 |
"learning_rate": 1.729607250755287e-05,
|
| 207 |
-
"loss": 5.
|
| 208 |
"step": 1300
|
| 209 |
},
|
| 210 |
{
|
| 211 |
"epoch": 0.6797583081570997,
|
| 212 |
-
"grad_norm":
|
| 213 |
"learning_rate": 1.6037260825780464e-05,
|
| 214 |
-
"loss": 5.
|
| 215 |
"step": 1350
|
| 216 |
},
|
| 217 |
{
|
| 218 |
"epoch": 0.7049345417925479,
|
| 219 |
-
"grad_norm":
|
| 220 |
"learning_rate": 1.4778449144008057e-05,
|
| 221 |
-
"loss":
|
| 222 |
"step": 1400
|
| 223 |
},
|
| 224 |
{
|
| 225 |
"epoch": 0.730110775427996,
|
| 226 |
-
"grad_norm":
|
| 227 |
"learning_rate": 1.3519637462235652e-05,
|
| 228 |
-
"loss": 5.
|
| 229 |
"step": 1450
|
| 230 |
},
|
| 231 |
{
|
| 232 |
"epoch": 0.7552870090634441,
|
| 233 |
-
"grad_norm":
|
| 234 |
"learning_rate": 1.2260825780463244e-05,
|
| 235 |
-
"loss": 5.
|
| 236 |
"step": 1500
|
| 237 |
},
|
| 238 |
{
|
| 239 |
"epoch": 0.7552870090634441,
|
| 240 |
-
"eval_loss": 5.
|
| 241 |
-
"eval_runtime":
|
| 242 |
-
"eval_samples_per_second":
|
| 243 |
-
"eval_steps_per_second": 2.
|
| 244 |
"step": 1500
|
| 245 |
}
|
| 246 |
],
|
|
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1500,
|
| 3 |
+
"best_metric": 5.870590686798096,
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1500",
|
| 5 |
"epoch": 0.7552870090634441,
|
| 6 |
"eval_steps": 500,
|
|
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.025176233635448138,
|
| 14 |
+
"grad_norm": 1.8817049264907837,
|
| 15 |
"learning_rate": 4.876636455186304e-05,
|
| 16 |
+
"loss": 9.8135,
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.050352467270896276,
|
| 21 |
+
"grad_norm": 1.9862349033355713,
|
| 22 |
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
+
"loss": 8.8496,
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.0755287009063444,
|
| 28 |
+
"grad_norm": 2.0134317874908447,
|
| 29 |
"learning_rate": 4.624874118831823e-05,
|
| 30 |
+
"loss": 8.3485,
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
"epoch": 0.10070493454179255,
|
| 35 |
+
"grad_norm": 2.8336329460144043,
|
| 36 |
"learning_rate": 4.498992950654582e-05,
|
| 37 |
+
"loss": 7.9298,
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"epoch": 0.12588116817724068,
|
| 42 |
+
"grad_norm": 1.8131136894226074,
|
| 43 |
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
+
"loss": 7.6853,
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 0.1510574018126888,
|
| 49 |
+
"grad_norm": 2.619373083114624,
|
| 50 |
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
+
"loss": 7.3954,
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
"epoch": 0.17623363544813697,
|
| 56 |
+
"grad_norm": 2.30450439453125,
|
| 57 |
"learning_rate": 4.12134944612286e-05,
|
| 58 |
+
"loss": 7.1206,
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
"epoch": 0.2014098690835851,
|
| 63 |
+
"grad_norm": 2.5505969524383545,
|
| 64 |
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
+
"loss": 6.9686,
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
"epoch": 0.22658610271903323,
|
| 70 |
+
"grad_norm": 2.0169050693511963,
|
| 71 |
"learning_rate": 3.869587109768379e-05,
|
| 72 |
+
"loss": 6.807,
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
"epoch": 0.25176233635448136,
|
| 77 |
+
"grad_norm": 2.125231981277466,
|
| 78 |
"learning_rate": 3.743705941591138e-05,
|
| 79 |
+
"loss": 6.7269,
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
"epoch": 0.25176233635448136,
|
| 84 |
+
"eval_loss": 6.588558197021484,
|
| 85 |
+
"eval_runtime": 35.6768,
|
| 86 |
+
"eval_samples_per_second": 46.893,
|
| 87 |
+
"eval_steps_per_second": 2.943,
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
"epoch": 0.2769385699899295,
|
| 92 |
+
"grad_norm": 2.285013437271118,
|
| 93 |
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
+
"loss": 6.6117,
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
"epoch": 0.3021148036253776,
|
| 99 |
+
"grad_norm": 2.147951602935791,
|
| 100 |
"learning_rate": 3.491943605236657e-05,
|
| 101 |
+
"loss": 6.5024,
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
"epoch": 0.32729103726082576,
|
| 106 |
+
"grad_norm": 1.968063235282898,
|
| 107 |
"learning_rate": 3.366062437059416e-05,
|
| 108 |
+
"loss": 6.4696,
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
"epoch": 0.35246727089627394,
|
| 113 |
+
"grad_norm": 3.044461488723755,
|
| 114 |
"learning_rate": 3.240181268882175e-05,
|
| 115 |
+
"loss": 6.4161,
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
"epoch": 0.3776435045317221,
|
| 120 |
+
"grad_norm": 3.290184497833252,
|
| 121 |
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
+
"loss": 6.275,
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
"epoch": 0.4028197381671702,
|
| 127 |
+
"grad_norm": 2.1646714210510254,
|
| 128 |
"learning_rate": 2.988418932527694e-05,
|
| 129 |
+
"loss": 6.3287,
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
"epoch": 0.42799597180261834,
|
| 134 |
+
"grad_norm": 2.3437819480895996,
|
| 135 |
"learning_rate": 2.862537764350453e-05,
|
| 136 |
+
"loss": 6.2043,
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
"epoch": 0.45317220543806647,
|
| 141 |
+
"grad_norm": 2.464350700378418,
|
| 142 |
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
+
"loss": 6.2089,
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
"epoch": 0.4783484390735146,
|
| 148 |
+
"grad_norm": 2.730142831802368,
|
| 149 |
"learning_rate": 2.610775427995972e-05,
|
| 150 |
+
"loss": 6.146,
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
"epoch": 0.5035246727089627,
|
| 155 |
+
"grad_norm": 2.321312189102173,
|
| 156 |
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
+
"loss": 6.1237,
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
"epoch": 0.5035246727089627,
|
| 162 |
+
"eval_loss": 6.018856525421143,
|
| 163 |
+
"eval_runtime": 33.2683,
|
| 164 |
+
"eval_samples_per_second": 50.288,
|
| 165 |
+
"eval_steps_per_second": 3.156,
|
| 166 |
"step": 1000
|
| 167 |
},
|
| 168 |
{
|
| 169 |
"epoch": 0.5287009063444109,
|
| 170 |
+
"grad_norm": 2.415438652038574,
|
| 171 |
"learning_rate": 2.3590130916414905e-05,
|
| 172 |
+
"loss": 6.2424,
|
| 173 |
"step": 1050
|
| 174 |
},
|
| 175 |
{
|
| 176 |
"epoch": 0.553877139979859,
|
| 177 |
+
"grad_norm": 2.567075252532959,
|
| 178 |
"learning_rate": 2.2331319234642498e-05,
|
| 179 |
+
"loss": 6.0269,
|
| 180 |
"step": 1100
|
| 181 |
},
|
| 182 |
{
|
| 183 |
"epoch": 0.5790533736153072,
|
| 184 |
+
"grad_norm": 3.5269229412078857,
|
| 185 |
"learning_rate": 2.107250755287009e-05,
|
| 186 |
+
"loss": 5.98,
|
| 187 |
"step": 1150
|
| 188 |
},
|
| 189 |
{
|
| 190 |
"epoch": 0.6042296072507553,
|
| 191 |
+
"grad_norm": 3.201200246810913,
|
| 192 |
"learning_rate": 1.9813695871097685e-05,
|
| 193 |
+
"loss": 6.0753,
|
| 194 |
"step": 1200
|
| 195 |
},
|
| 196 |
{
|
| 197 |
"epoch": 0.6294058408862034,
|
| 198 |
+
"grad_norm": 3.0480122566223145,
|
| 199 |
"learning_rate": 1.8554884189325278e-05,
|
| 200 |
+
"loss": 5.9747,
|
| 201 |
"step": 1250
|
| 202 |
},
|
| 203 |
{
|
| 204 |
"epoch": 0.6545820745216515,
|
| 205 |
+
"grad_norm": 3.005802869796753,
|
| 206 |
"learning_rate": 1.729607250755287e-05,
|
| 207 |
+
"loss": 5.9316,
|
| 208 |
"step": 1300
|
| 209 |
},
|
| 210 |
{
|
| 211 |
"epoch": 0.6797583081570997,
|
| 212 |
+
"grad_norm": 2.7067759037017822,
|
| 213 |
"learning_rate": 1.6037260825780464e-05,
|
| 214 |
+
"loss": 5.956,
|
| 215 |
"step": 1350
|
| 216 |
},
|
| 217 |
{
|
| 218 |
"epoch": 0.7049345417925479,
|
| 219 |
+
"grad_norm": 2.6058285236358643,
|
| 220 |
"learning_rate": 1.4778449144008057e-05,
|
| 221 |
+
"loss": 6.0221,
|
| 222 |
"step": 1400
|
| 223 |
},
|
| 224 |
{
|
| 225 |
"epoch": 0.730110775427996,
|
| 226 |
+
"grad_norm": 3.462085485458374,
|
| 227 |
"learning_rate": 1.3519637462235652e-05,
|
| 228 |
+
"loss": 5.9177,
|
| 229 |
"step": 1450
|
| 230 |
},
|
| 231 |
{
|
| 232 |
"epoch": 0.7552870090634441,
|
| 233 |
+
"grad_norm": 3.490471839904785,
|
| 234 |
"learning_rate": 1.2260825780463244e-05,
|
| 235 |
+
"loss": 5.9148,
|
| 236 |
"step": 1500
|
| 237 |
},
|
| 238 |
{
|
| 239 |
"epoch": 0.7552870090634441,
|
| 240 |
+
"eval_loss": 5.870590686798096,
|
| 241 |
+
"eval_runtime": 35.2827,
|
| 242 |
+
"eval_samples_per_second": 47.417,
|
| 243 |
+
"eval_steps_per_second": 2.976,
|
| 244 |
"step": 1500
|
| 245 |
}
|
| 246 |
],
|
checkpoint-1500/training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5713
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:00a8fef87f609a94dc07e98c9168ebeac65261d0032405c3c986af25ab8cfec3
|
| 3 |
size 5713
|
checkpoint-1986/added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<mask>": 59811
|
| 3 |
+
}
|
checkpoint-1986/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:95c5f717e00ca12ebadf45a555b075351f97072ecc3d95daefc1d0a97527f6b2
|
| 3 |
+
size 396383563
|
checkpoint-1986/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9c6b44f8050f47a2a6a8c6ee0e0c45377705b9fde279db687bf52251b613d8e7
|
| 3 |
+
size 199236461
|
checkpoint-1986/rng_state.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14391
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f5bbdfeabe62f0870bd5c0d42ac94377220e8e74535faeb12d4d94f9ed2cdae9
|
| 3 |
size 14391
|
checkpoint-1986/special_tokens_map.json
CHANGED
|
@@ -1,5 +1,12 @@
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
"pad_token": "<pad>",
|
| 4 |
"unk_token": "<unk>"
|
| 5 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
| 3 |
+
"mask_token": {
|
| 4 |
+
"content": "<mask>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
"pad_token": "<pad>",
|
| 11 |
"unk_token": "<unk>"
|
| 12 |
}
|
checkpoint-1986/tokenizer_config.json
CHANGED
|
@@ -23,11 +23,20 @@
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
}
|
| 27 |
},
|
| 28 |
"clean_up_tokenization_spaces": false,
|
| 29 |
"eos_token": "</s>",
|
| 30 |
"extra_special_tokens": {},
|
|
|
|
| 31 |
"model_max_length": 512,
|
| 32 |
"pad_token": "<pad>",
|
| 33 |
"separate_vocabs": false,
|
|
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
| 26 |
+
},
|
| 27 |
+
"59811": {
|
| 28 |
+
"content": "<mask>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
}
|
| 35 |
},
|
| 36 |
"clean_up_tokenization_spaces": false,
|
| 37 |
"eos_token": "</s>",
|
| 38 |
"extra_special_tokens": {},
|
| 39 |
+
"mask_token": "<mask>",
|
| 40 |
"model_max_length": 512,
|
| 41 |
"pad_token": "<pad>",
|
| 42 |
"separate_vocabs": false,
|
checkpoint-1986/trainer_state.json
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1500,
|
| 3 |
-
"best_metric": 5.
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1500",
|
| 5 |
"epoch": 1.0,
|
| 6 |
"eval_steps": 500,
|
|
@@ -11,299 +11,299 @@
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.025176233635448138,
|
| 14 |
-
"grad_norm":
|
| 15 |
"learning_rate": 4.876636455186304e-05,
|
| 16 |
-
"loss": 9.
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.050352467270896276,
|
| 21 |
-
"grad_norm": 1.
|
| 22 |
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
-
"loss": 8.
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.0755287009063444,
|
| 28 |
-
"grad_norm":
|
| 29 |
"learning_rate": 4.624874118831823e-05,
|
| 30 |
-
"loss":
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
"epoch": 0.10070493454179255,
|
| 35 |
-
"grad_norm":
|
| 36 |
"learning_rate": 4.498992950654582e-05,
|
| 37 |
-
"loss": 7.
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"epoch": 0.12588116817724068,
|
| 42 |
-
"grad_norm": 1.
|
| 43 |
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
-
"loss":
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 0.1510574018126888,
|
| 49 |
-
"grad_norm":
|
| 50 |
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
-
"loss":
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
"epoch": 0.17623363544813697,
|
| 56 |
-
"grad_norm":
|
| 57 |
"learning_rate": 4.12134944612286e-05,
|
| 58 |
-
"loss":
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
"epoch": 0.2014098690835851,
|
| 63 |
-
"grad_norm":
|
| 64 |
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
-
"loss": 6.
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
"epoch": 0.22658610271903323,
|
| 70 |
-
"grad_norm":
|
| 71 |
"learning_rate": 3.869587109768379e-05,
|
| 72 |
-
"loss": 6.
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
"epoch": 0.25176233635448136,
|
| 77 |
-
"grad_norm":
|
| 78 |
"learning_rate": 3.743705941591138e-05,
|
| 79 |
-
"loss": 6.
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
"epoch": 0.25176233635448136,
|
| 84 |
-
"eval_loss":
|
| 85 |
-
"eval_runtime":
|
| 86 |
-
"eval_samples_per_second":
|
| 87 |
-
"eval_steps_per_second": 2.
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
"epoch": 0.2769385699899295,
|
| 92 |
-
"grad_norm":
|
| 93 |
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
-
"loss": 6.
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
"epoch": 0.3021148036253776,
|
| 99 |
-
"grad_norm":
|
| 100 |
"learning_rate": 3.491943605236657e-05,
|
| 101 |
-
"loss": 6.
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
"epoch": 0.32729103726082576,
|
| 106 |
-
"grad_norm":
|
| 107 |
"learning_rate": 3.366062437059416e-05,
|
| 108 |
-
"loss": 6.
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
"epoch": 0.35246727089627394,
|
| 113 |
-
"grad_norm":
|
| 114 |
"learning_rate": 3.240181268882175e-05,
|
| 115 |
-
"loss": 6.
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
"epoch": 0.3776435045317221,
|
| 120 |
-
"grad_norm":
|
| 121 |
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
-
"loss":
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
"epoch": 0.4028197381671702,
|
| 127 |
-
"grad_norm":
|
| 128 |
"learning_rate": 2.988418932527694e-05,
|
| 129 |
-
"loss":
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
"epoch": 0.42799597180261834,
|
| 134 |
-
"grad_norm":
|
| 135 |
"learning_rate": 2.862537764350453e-05,
|
| 136 |
-
"loss":
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
"epoch": 0.45317220543806647,
|
| 141 |
-
"grad_norm":
|
| 142 |
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
-
"loss":
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
"epoch": 0.4783484390735146,
|
| 148 |
-
"grad_norm":
|
| 149 |
"learning_rate": 2.610775427995972e-05,
|
| 150 |
-
"loss":
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
"epoch": 0.5035246727089627,
|
| 155 |
-
"grad_norm":
|
| 156 |
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
-
"loss":
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
"epoch": 0.5035246727089627,
|
| 162 |
-
"eval_loss":
|
| 163 |
-
"eval_runtime":
|
| 164 |
-
"eval_samples_per_second":
|
| 165 |
-
"eval_steps_per_second":
|
| 166 |
"step": 1000
|
| 167 |
},
|
| 168 |
{
|
| 169 |
"epoch": 0.5287009063444109,
|
| 170 |
-
"grad_norm":
|
| 171 |
"learning_rate": 2.3590130916414905e-05,
|
| 172 |
-
"loss":
|
| 173 |
"step": 1050
|
| 174 |
},
|
| 175 |
{
|
| 176 |
"epoch": 0.553877139979859,
|
| 177 |
-
"grad_norm":
|
| 178 |
"learning_rate": 2.2331319234642498e-05,
|
| 179 |
-
"loss":
|
| 180 |
"step": 1100
|
| 181 |
},
|
| 182 |
{
|
| 183 |
"epoch": 0.5790533736153072,
|
| 184 |
-
"grad_norm":
|
| 185 |
"learning_rate": 2.107250755287009e-05,
|
| 186 |
-
"loss": 5.
|
| 187 |
"step": 1150
|
| 188 |
},
|
| 189 |
{
|
| 190 |
"epoch": 0.6042296072507553,
|
| 191 |
-
"grad_norm":
|
| 192 |
"learning_rate": 1.9813695871097685e-05,
|
| 193 |
-
"loss":
|
| 194 |
"step": 1200
|
| 195 |
},
|
| 196 |
{
|
| 197 |
"epoch": 0.6294058408862034,
|
| 198 |
-
"grad_norm":
|
| 199 |
"learning_rate": 1.8554884189325278e-05,
|
| 200 |
-
"loss": 5.
|
| 201 |
"step": 1250
|
| 202 |
},
|
| 203 |
{
|
| 204 |
"epoch": 0.6545820745216515,
|
| 205 |
-
"grad_norm":
|
| 206 |
"learning_rate": 1.729607250755287e-05,
|
| 207 |
-
"loss": 5.
|
| 208 |
"step": 1300
|
| 209 |
},
|
| 210 |
{
|
| 211 |
"epoch": 0.6797583081570997,
|
| 212 |
-
"grad_norm":
|
| 213 |
"learning_rate": 1.6037260825780464e-05,
|
| 214 |
-
"loss": 5.
|
| 215 |
"step": 1350
|
| 216 |
},
|
| 217 |
{
|
| 218 |
"epoch": 0.7049345417925479,
|
| 219 |
-
"grad_norm":
|
| 220 |
"learning_rate": 1.4778449144008057e-05,
|
| 221 |
-
"loss":
|
| 222 |
"step": 1400
|
| 223 |
},
|
| 224 |
{
|
| 225 |
"epoch": 0.730110775427996,
|
| 226 |
-
"grad_norm":
|
| 227 |
"learning_rate": 1.3519637462235652e-05,
|
| 228 |
-
"loss": 5.
|
| 229 |
"step": 1450
|
| 230 |
},
|
| 231 |
{
|
| 232 |
"epoch": 0.7552870090634441,
|
| 233 |
-
"grad_norm":
|
| 234 |
"learning_rate": 1.2260825780463244e-05,
|
| 235 |
-
"loss": 5.
|
| 236 |
"step": 1500
|
| 237 |
},
|
| 238 |
{
|
| 239 |
"epoch": 0.7552870090634441,
|
| 240 |
-
"eval_loss": 5.
|
| 241 |
-
"eval_runtime":
|
| 242 |
-
"eval_samples_per_second":
|
| 243 |
-
"eval_steps_per_second": 2.
|
| 244 |
"step": 1500
|
| 245 |
},
|
| 246 |
{
|
| 247 |
"epoch": 0.7804632426988922,
|
| 248 |
-
"grad_norm":
|
| 249 |
"learning_rate": 1.1002014098690837e-05,
|
| 250 |
-
"loss": 5.
|
| 251 |
"step": 1550
|
| 252 |
},
|
| 253 |
{
|
| 254 |
"epoch": 0.8056394763343404,
|
| 255 |
-
"grad_norm":
|
| 256 |
"learning_rate": 9.743202416918428e-06,
|
| 257 |
-
"loss": 5.
|
| 258 |
"step": 1600
|
| 259 |
},
|
| 260 |
{
|
| 261 |
"epoch": 0.8308157099697885,
|
| 262 |
-
"grad_norm":
|
| 263 |
"learning_rate": 8.484390735146023e-06,
|
| 264 |
-
"loss": 5.
|
| 265 |
"step": 1650
|
| 266 |
},
|
| 267 |
{
|
| 268 |
"epoch": 0.8559919436052367,
|
| 269 |
-
"grad_norm":
|
| 270 |
"learning_rate": 7.225579053373615e-06,
|
| 271 |
-
"loss": 5.
|
| 272 |
"step": 1700
|
| 273 |
},
|
| 274 |
{
|
| 275 |
"epoch": 0.8811681772406847,
|
| 276 |
-
"grad_norm":
|
| 277 |
"learning_rate": 5.966767371601209e-06,
|
| 278 |
-
"loss": 5.
|
| 279 |
"step": 1750
|
| 280 |
},
|
| 281 |
{
|
| 282 |
"epoch": 0.9063444108761329,
|
| 283 |
-
"grad_norm":
|
| 284 |
"learning_rate": 4.7079556898288016e-06,
|
| 285 |
-
"loss": 5.
|
| 286 |
"step": 1800
|
| 287 |
},
|
| 288 |
{
|
| 289 |
"epoch": 0.9315206445115811,
|
| 290 |
-
"grad_norm":
|
| 291 |
"learning_rate": 3.449144008056395e-06,
|
| 292 |
-
"loss": 5.
|
| 293 |
"step": 1850
|
| 294 |
},
|
| 295 |
{
|
| 296 |
"epoch": 0.9566968781470292,
|
| 297 |
-
"grad_norm":
|
| 298 |
"learning_rate": 2.1903323262839883e-06,
|
| 299 |
-
"loss": 5.
|
| 300 |
"step": 1900
|
| 301 |
},
|
| 302 |
{
|
| 303 |
"epoch": 0.9818731117824774,
|
| 304 |
-
"grad_norm":
|
| 305 |
"learning_rate": 9.31520644511581e-07,
|
| 306 |
-
"loss": 5.
|
| 307 |
"step": 1950
|
| 308 |
}
|
| 309 |
],
|
|
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1500,
|
| 3 |
+
"best_metric": 5.870590686798096,
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1500",
|
| 5 |
"epoch": 1.0,
|
| 6 |
"eval_steps": 500,
|
|
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.025176233635448138,
|
| 14 |
+
"grad_norm": 1.8817049264907837,
|
| 15 |
"learning_rate": 4.876636455186304e-05,
|
| 16 |
+
"loss": 9.8135,
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.050352467270896276,
|
| 21 |
+
"grad_norm": 1.9862349033355713,
|
| 22 |
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
+
"loss": 8.8496,
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.0755287009063444,
|
| 28 |
+
"grad_norm": 2.0134317874908447,
|
| 29 |
"learning_rate": 4.624874118831823e-05,
|
| 30 |
+
"loss": 8.3485,
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
"epoch": 0.10070493454179255,
|
| 35 |
+
"grad_norm": 2.8336329460144043,
|
| 36 |
"learning_rate": 4.498992950654582e-05,
|
| 37 |
+
"loss": 7.9298,
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"epoch": 0.12588116817724068,
|
| 42 |
+
"grad_norm": 1.8131136894226074,
|
| 43 |
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
+
"loss": 7.6853,
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 0.1510574018126888,
|
| 49 |
+
"grad_norm": 2.619373083114624,
|
| 50 |
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
+
"loss": 7.3954,
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
"epoch": 0.17623363544813697,
|
| 56 |
+
"grad_norm": 2.30450439453125,
|
| 57 |
"learning_rate": 4.12134944612286e-05,
|
| 58 |
+
"loss": 7.1206,
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
"epoch": 0.2014098690835851,
|
| 63 |
+
"grad_norm": 2.5505969524383545,
|
| 64 |
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
+
"loss": 6.9686,
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
"epoch": 0.22658610271903323,
|
| 70 |
+
"grad_norm": 2.0169050693511963,
|
| 71 |
"learning_rate": 3.869587109768379e-05,
|
| 72 |
+
"loss": 6.807,
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
"epoch": 0.25176233635448136,
|
| 77 |
+
"grad_norm": 2.125231981277466,
|
| 78 |
"learning_rate": 3.743705941591138e-05,
|
| 79 |
+
"loss": 6.7269,
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
"epoch": 0.25176233635448136,
|
| 84 |
+
"eval_loss": 6.588558197021484,
|
| 85 |
+
"eval_runtime": 35.6768,
|
| 86 |
+
"eval_samples_per_second": 46.893,
|
| 87 |
+
"eval_steps_per_second": 2.943,
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
"epoch": 0.2769385699899295,
|
| 92 |
+
"grad_norm": 2.285013437271118,
|
| 93 |
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
+
"loss": 6.6117,
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
"epoch": 0.3021148036253776,
|
| 99 |
+
"grad_norm": 2.147951602935791,
|
| 100 |
"learning_rate": 3.491943605236657e-05,
|
| 101 |
+
"loss": 6.5024,
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
"epoch": 0.32729103726082576,
|
| 106 |
+
"grad_norm": 1.968063235282898,
|
| 107 |
"learning_rate": 3.366062437059416e-05,
|
| 108 |
+
"loss": 6.4696,
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
"epoch": 0.35246727089627394,
|
| 113 |
+
"grad_norm": 3.044461488723755,
|
| 114 |
"learning_rate": 3.240181268882175e-05,
|
| 115 |
+
"loss": 6.4161,
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
"epoch": 0.3776435045317221,
|
| 120 |
+
"grad_norm": 3.290184497833252,
|
| 121 |
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
+
"loss": 6.275,
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
"epoch": 0.4028197381671702,
|
| 127 |
+
"grad_norm": 2.1646714210510254,
|
| 128 |
"learning_rate": 2.988418932527694e-05,
|
| 129 |
+
"loss": 6.3287,
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
"epoch": 0.42799597180261834,
|
| 134 |
+
"grad_norm": 2.3437819480895996,
|
| 135 |
"learning_rate": 2.862537764350453e-05,
|
| 136 |
+
"loss": 6.2043,
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
"epoch": 0.45317220543806647,
|
| 141 |
+
"grad_norm": 2.464350700378418,
|
| 142 |
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
+
"loss": 6.2089,
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
"epoch": 0.4783484390735146,
|
| 148 |
+
"grad_norm": 2.730142831802368,
|
| 149 |
"learning_rate": 2.610775427995972e-05,
|
| 150 |
+
"loss": 6.146,
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
"epoch": 0.5035246727089627,
|
| 155 |
+
"grad_norm": 2.321312189102173,
|
| 156 |
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
+
"loss": 6.1237,
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
"epoch": 0.5035246727089627,
|
| 162 |
+
"eval_loss": 6.018856525421143,
|
| 163 |
+
"eval_runtime": 33.2683,
|
| 164 |
+
"eval_samples_per_second": 50.288,
|
| 165 |
+
"eval_steps_per_second": 3.156,
|
| 166 |
"step": 1000
|
| 167 |
},
|
| 168 |
{
|
| 169 |
"epoch": 0.5287009063444109,
|
| 170 |
+
"grad_norm": 2.415438652038574,
|
| 171 |
"learning_rate": 2.3590130916414905e-05,
|
| 172 |
+
"loss": 6.2424,
|
| 173 |
"step": 1050
|
| 174 |
},
|
| 175 |
{
|
| 176 |
"epoch": 0.553877139979859,
|
| 177 |
+
"grad_norm": 2.567075252532959,
|
| 178 |
"learning_rate": 2.2331319234642498e-05,
|
| 179 |
+
"loss": 6.0269,
|
| 180 |
"step": 1100
|
| 181 |
},
|
| 182 |
{
|
| 183 |
"epoch": 0.5790533736153072,
|
| 184 |
+
"grad_norm": 3.5269229412078857,
|
| 185 |
"learning_rate": 2.107250755287009e-05,
|
| 186 |
+
"loss": 5.98,
|
| 187 |
"step": 1150
|
| 188 |
},
|
| 189 |
{
|
| 190 |
"epoch": 0.6042296072507553,
|
| 191 |
+
"grad_norm": 3.201200246810913,
|
| 192 |
"learning_rate": 1.9813695871097685e-05,
|
| 193 |
+
"loss": 6.0753,
|
| 194 |
"step": 1200
|
| 195 |
},
|
| 196 |
{
|
| 197 |
"epoch": 0.6294058408862034,
|
| 198 |
+
"grad_norm": 3.0480122566223145,
|
| 199 |
"learning_rate": 1.8554884189325278e-05,
|
| 200 |
+
"loss": 5.9747,
|
| 201 |
"step": 1250
|
| 202 |
},
|
| 203 |
{
|
| 204 |
"epoch": 0.6545820745216515,
|
| 205 |
+
"grad_norm": 3.005802869796753,
|
| 206 |
"learning_rate": 1.729607250755287e-05,
|
| 207 |
+
"loss": 5.9316,
|
| 208 |
"step": 1300
|
| 209 |
},
|
| 210 |
{
|
| 211 |
"epoch": 0.6797583081570997,
|
| 212 |
+
"grad_norm": 2.7067759037017822,
|
| 213 |
"learning_rate": 1.6037260825780464e-05,
|
| 214 |
+
"loss": 5.956,
|
| 215 |
"step": 1350
|
| 216 |
},
|
| 217 |
{
|
| 218 |
"epoch": 0.7049345417925479,
|
| 219 |
+
"grad_norm": 2.6058285236358643,
|
| 220 |
"learning_rate": 1.4778449144008057e-05,
|
| 221 |
+
"loss": 6.0221,
|
| 222 |
"step": 1400
|
| 223 |
},
|
| 224 |
{
|
| 225 |
"epoch": 0.730110775427996,
|
| 226 |
+
"grad_norm": 3.462085485458374,
|
| 227 |
"learning_rate": 1.3519637462235652e-05,
|
| 228 |
+
"loss": 5.9177,
|
| 229 |
"step": 1450
|
| 230 |
},
|
| 231 |
{
|
| 232 |
"epoch": 0.7552870090634441,
|
| 233 |
+
"grad_norm": 3.490471839904785,
|
| 234 |
"learning_rate": 1.2260825780463244e-05,
|
| 235 |
+
"loss": 5.9148,
|
| 236 |
"step": 1500
|
| 237 |
},
|
| 238 |
{
|
| 239 |
"epoch": 0.7552870090634441,
|
| 240 |
+
"eval_loss": 5.870590686798096,
|
| 241 |
+
"eval_runtime": 35.2827,
|
| 242 |
+
"eval_samples_per_second": 47.417,
|
| 243 |
+
"eval_steps_per_second": 2.976,
|
| 244 |
"step": 1500
|
| 245 |
},
|
| 246 |
{
|
| 247 |
"epoch": 0.7804632426988922,
|
| 248 |
+
"grad_norm": 3.5403401851654053,
|
| 249 |
"learning_rate": 1.1002014098690837e-05,
|
| 250 |
+
"loss": 5.9664,
|
| 251 |
"step": 1550
|
| 252 |
},
|
| 253 |
{
|
| 254 |
"epoch": 0.8056394763343404,
|
| 255 |
+
"grad_norm": 3.068039894104004,
|
| 256 |
"learning_rate": 9.743202416918428e-06,
|
| 257 |
+
"loss": 5.8968,
|
| 258 |
"step": 1600
|
| 259 |
},
|
| 260 |
{
|
| 261 |
"epoch": 0.8308157099697885,
|
| 262 |
+
"grad_norm": 2.8226842880249023,
|
| 263 |
"learning_rate": 8.484390735146023e-06,
|
| 264 |
+
"loss": 5.911,
|
| 265 |
"step": 1650
|
| 266 |
},
|
| 267 |
{
|
| 268 |
"epoch": 0.8559919436052367,
|
| 269 |
+
"grad_norm": 4.368133068084717,
|
| 270 |
"learning_rate": 7.225579053373615e-06,
|
| 271 |
+
"loss": 5.9657,
|
| 272 |
"step": 1700
|
| 273 |
},
|
| 274 |
{
|
| 275 |
"epoch": 0.8811681772406847,
|
| 276 |
+
"grad_norm": 2.99777889251709,
|
| 277 |
"learning_rate": 5.966767371601209e-06,
|
| 278 |
+
"loss": 5.9008,
|
| 279 |
"step": 1750
|
| 280 |
},
|
| 281 |
{
|
| 282 |
"epoch": 0.9063444108761329,
|
| 283 |
+
"grad_norm": 2.882019281387329,
|
| 284 |
"learning_rate": 4.7079556898288016e-06,
|
| 285 |
+
"loss": 5.8568,
|
| 286 |
"step": 1800
|
| 287 |
},
|
| 288 |
{
|
| 289 |
"epoch": 0.9315206445115811,
|
| 290 |
+
"grad_norm": 3.1223084926605225,
|
| 291 |
"learning_rate": 3.449144008056395e-06,
|
| 292 |
+
"loss": 5.8966,
|
| 293 |
"step": 1850
|
| 294 |
},
|
| 295 |
{
|
| 296 |
"epoch": 0.9566968781470292,
|
| 297 |
+
"grad_norm": 2.971224308013916,
|
| 298 |
"learning_rate": 2.1903323262839883e-06,
|
| 299 |
+
"loss": 5.824,
|
| 300 |
"step": 1900
|
| 301 |
},
|
| 302 |
{
|
| 303 |
"epoch": 0.9818731117824774,
|
| 304 |
+
"grad_norm": 2.8992207050323486,
|
| 305 |
"learning_rate": 9.31520644511581e-07,
|
| 306 |
+
"loss": 5.8318,
|
| 307 |
"step": 1950
|
| 308 |
}
|
| 309 |
],
|
checkpoint-1986/training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5713
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:00a8fef87f609a94dc07e98c9168ebeac65261d0032405c3c986af25ab8cfec3
|
| 3 |
size 5713
|
checkpoint-500/added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<mask>": 59811
|
| 3 |
+
}
|
checkpoint-500/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:920db38bd4c2463783ef7f3336db8a1a2d8aaa539b9c9d17e0fc3ed5376cfeea
|
| 3 |
+
size 396383563
|
checkpoint-500/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1f541d397f94c60d4b4f722a75dd0a68d5fcba4c2c02f3f021c5c31b561cce79
|
| 3 |
+
size 199236461
|
checkpoint-500/rng_state.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14391
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b53687351ff03aa2e66e4de762a436528cb6e0c8c1f3a18483ad6f1ffeab4011
|
| 3 |
size 14391
|
checkpoint-500/special_tokens_map.json
CHANGED
|
@@ -1,5 +1,12 @@
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
"pad_token": "<pad>",
|
| 4 |
"unk_token": "<unk>"
|
| 5 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
| 3 |
+
"mask_token": {
|
| 4 |
+
"content": "<mask>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
"pad_token": "<pad>",
|
| 11 |
"unk_token": "<unk>"
|
| 12 |
}
|
checkpoint-500/tokenizer_config.json
CHANGED
|
@@ -23,11 +23,20 @@
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
}
|
| 27 |
},
|
| 28 |
"clean_up_tokenization_spaces": false,
|
| 29 |
"eos_token": "</s>",
|
| 30 |
"extra_special_tokens": {},
|
|
|
|
| 31 |
"model_max_length": 512,
|
| 32 |
"pad_token": "<pad>",
|
| 33 |
"separate_vocabs": false,
|
|
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
| 26 |
+
},
|
| 27 |
+
"59811": {
|
| 28 |
+
"content": "<mask>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
}
|
| 35 |
},
|
| 36 |
"clean_up_tokenization_spaces": false,
|
| 37 |
"eos_token": "</s>",
|
| 38 |
"extra_special_tokens": {},
|
| 39 |
+
"mask_token": "<mask>",
|
| 40 |
"model_max_length": 512,
|
| 41 |
"pad_token": "<pad>",
|
| 42 |
"separate_vocabs": false,
|
checkpoint-500/trainer_state.json
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"best_global_step": 500,
|
| 3 |
-
"best_metric":
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-500",
|
| 5 |
"epoch": 0.25176233635448136,
|
| 6 |
"eval_steps": 500,
|
|
@@ -11,80 +11,80 @@
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.025176233635448138,
|
| 14 |
-
"grad_norm":
|
| 15 |
"learning_rate": 4.876636455186304e-05,
|
| 16 |
-
"loss": 9.
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.050352467270896276,
|
| 21 |
-
"grad_norm": 1.
|
| 22 |
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
-
"loss": 8.
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.0755287009063444,
|
| 28 |
-
"grad_norm":
|
| 29 |
"learning_rate": 4.624874118831823e-05,
|
| 30 |
-
"loss":
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
"epoch": 0.10070493454179255,
|
| 35 |
-
"grad_norm":
|
| 36 |
"learning_rate": 4.498992950654582e-05,
|
| 37 |
-
"loss": 7.
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"epoch": 0.12588116817724068,
|
| 42 |
-
"grad_norm": 1.
|
| 43 |
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
-
"loss":
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 0.1510574018126888,
|
| 49 |
-
"grad_norm":
|
| 50 |
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
-
"loss":
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
"epoch": 0.17623363544813697,
|
| 56 |
-
"grad_norm":
|
| 57 |
"learning_rate": 4.12134944612286e-05,
|
| 58 |
-
"loss":
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
"epoch": 0.2014098690835851,
|
| 63 |
-
"grad_norm":
|
| 64 |
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
-
"loss": 6.
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
"epoch": 0.22658610271903323,
|
| 70 |
-
"grad_norm":
|
| 71 |
"learning_rate": 3.869587109768379e-05,
|
| 72 |
-
"loss": 6.
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
"epoch": 0.25176233635448136,
|
| 77 |
-
"grad_norm":
|
| 78 |
"learning_rate": 3.743705941591138e-05,
|
| 79 |
-
"loss": 6.
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
"epoch": 0.25176233635448136,
|
| 84 |
-
"eval_loss":
|
| 85 |
-
"eval_runtime":
|
| 86 |
-
"eval_samples_per_second":
|
| 87 |
-
"eval_steps_per_second": 2.
|
| 88 |
"step": 500
|
| 89 |
}
|
| 90 |
],
|
|
|
|
| 1 |
{
|
| 2 |
"best_global_step": 500,
|
| 3 |
+
"best_metric": 6.588558197021484,
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-500",
|
| 5 |
"epoch": 0.25176233635448136,
|
| 6 |
"eval_steps": 500,
|
|
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.025176233635448138,
|
| 14 |
+
"grad_norm": 1.8817049264907837,
|
| 15 |
"learning_rate": 4.876636455186304e-05,
|
| 16 |
+
"loss": 9.8135,
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.050352467270896276,
|
| 21 |
+
"grad_norm": 1.9862349033355713,
|
| 22 |
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
+
"loss": 8.8496,
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.0755287009063444,
|
| 28 |
+
"grad_norm": 2.0134317874908447,
|
| 29 |
"learning_rate": 4.624874118831823e-05,
|
| 30 |
+
"loss": 8.3485,
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
"epoch": 0.10070493454179255,
|
| 35 |
+
"grad_norm": 2.8336329460144043,
|
| 36 |
"learning_rate": 4.498992950654582e-05,
|
| 37 |
+
"loss": 7.9298,
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"epoch": 0.12588116817724068,
|
| 42 |
+
"grad_norm": 1.8131136894226074,
|
| 43 |
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
+
"loss": 7.6853,
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 0.1510574018126888,
|
| 49 |
+
"grad_norm": 2.619373083114624,
|
| 50 |
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
+
"loss": 7.3954,
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
"epoch": 0.17623363544813697,
|
| 56 |
+
"grad_norm": 2.30450439453125,
|
| 57 |
"learning_rate": 4.12134944612286e-05,
|
| 58 |
+
"loss": 7.1206,
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
"epoch": 0.2014098690835851,
|
| 63 |
+
"grad_norm": 2.5505969524383545,
|
| 64 |
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
+
"loss": 6.9686,
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
"epoch": 0.22658610271903323,
|
| 70 |
+
"grad_norm": 2.0169050693511963,
|
| 71 |
"learning_rate": 3.869587109768379e-05,
|
| 72 |
+
"loss": 6.807,
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
"epoch": 0.25176233635448136,
|
| 77 |
+
"grad_norm": 2.125231981277466,
|
| 78 |
"learning_rate": 3.743705941591138e-05,
|
| 79 |
+
"loss": 6.7269,
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
"epoch": 0.25176233635448136,
|
| 84 |
+
"eval_loss": 6.588558197021484,
|
| 85 |
+
"eval_runtime": 35.6768,
|
| 86 |
+
"eval_samples_per_second": 46.893,
|
| 87 |
+
"eval_steps_per_second": 2.943,
|
| 88 |
"step": 500
|
| 89 |
}
|
| 90 |
],
|
checkpoint-500/training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5713
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:00a8fef87f609a94dc07e98c9168ebeac65261d0032405c3c986af25ab8cfec3
|
| 3 |
size 5713
|
config.json
CHANGED
|
@@ -20,15 +20,15 @@
|
|
| 20 |
"decoder_layerdrop": 0.0,
|
| 21 |
"decoder_layers": 6,
|
| 22 |
"decoder_start_token_id": 59810,
|
| 23 |
-
"decoder_vocab_size":
|
| 24 |
"dropout": 0.1,
|
| 25 |
"encoder_attention_heads": 8,
|
| 26 |
"encoder_ffn_dim": 2048,
|
| 27 |
"encoder_layerdrop": 0.0,
|
| 28 |
"encoder_layers": 6,
|
| 29 |
"eos_token_id": 0,
|
| 30 |
-
"final_training_loss": 6.
|
| 31 |
-
"final_validation_loss": 5.
|
| 32 |
"forced_eos_token_id": 0,
|
| 33 |
"id2label": {
|
| 34 |
"0": "LABEL_0",
|
|
@@ -59,6 +59,6 @@
|
|
| 59 |
"transformers_version": "4.55.4",
|
| 60 |
"use_cache": true,
|
| 61 |
"version": "v1",
|
| 62 |
-
"vocab_size":
|
| 63 |
"warmup_type": "encoder_lm"
|
| 64 |
}
|
|
|
|
| 20 |
"decoder_layerdrop": 0.0,
|
| 21 |
"decoder_layers": 6,
|
| 22 |
"decoder_start_token_id": 59810,
|
| 23 |
+
"decoder_vocab_size": 59812,
|
| 24 |
"dropout": 0.1,
|
| 25 |
"encoder_attention_heads": 8,
|
| 26 |
"encoder_ffn_dim": 2048,
|
| 27 |
"encoder_layerdrop": 0.0,
|
| 28 |
"encoder_layers": 6,
|
| 29 |
"eos_token_id": 0,
|
| 30 |
+
"final_training_loss": 6.501624530895959,
|
| 31 |
+
"final_validation_loss": 5.806530952453613,
|
| 32 |
"forced_eos_token_id": 0,
|
| 33 |
"id2label": {
|
| 34 |
"0": "LABEL_0",
|
|
|
|
| 59 |
"transformers_version": "4.55.4",
|
| 60 |
"use_cache": true,
|
| 61 |
"version": "v1",
|
| 62 |
+
"vocab_size": 59812,
|
| 63 |
"warmup_type": "encoder_lm"
|
| 64 |
}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:13acf2a71a4f14d4469c5cd80c3759ec81b5b75d75248a0633c061f6b1acaa45
|
| 3 |
+
size 299317264
|
special_tokens_map.json
CHANGED
|
@@ -1,5 +1,12 @@
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
"pad_token": "<pad>",
|
| 4 |
"unk_token": "<unk>"
|
| 5 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"eos_token": "</s>",
|
| 3 |
+
"mask_token": {
|
| 4 |
+
"content": "<mask>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
"pad_token": "<pad>",
|
| 11 |
"unk_token": "<unk>"
|
| 12 |
}
|
tokenizer_config.json
CHANGED
|
@@ -23,11 +23,20 @@
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
}
|
| 27 |
},
|
| 28 |
"clean_up_tokenization_spaces": false,
|
| 29 |
"eos_token": "</s>",
|
| 30 |
"extra_special_tokens": {},
|
|
|
|
| 31 |
"model_max_length": 512,
|
| 32 |
"pad_token": "<pad>",
|
| 33 |
"separate_vocabs": false,
|
|
|
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
| 26 |
+
},
|
| 27 |
+
"59811": {
|
| 28 |
+
"content": "<mask>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
}
|
| 35 |
},
|
| 36 |
"clean_up_tokenization_spaces": false,
|
| 37 |
"eos_token": "</s>",
|
| 38 |
"extra_special_tokens": {},
|
| 39 |
+
"mask_token": "<mask>",
|
| 40 |
"model_max_length": 512,
|
| 41 |
"pad_token": "<pad>",
|
| 42 |
"separate_vocabs": false,
|