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- checkpoint-1000/optimizer.pt +1 -1
- checkpoint-1000/pytorch_model.bin +1 -1
- checkpoint-1000/rng_state.pth +1 -1
- checkpoint-1000/scheduler.pt +1 -1
- checkpoint-1000/trainer_state.json +93 -93
- checkpoint-1000/training_args.bin +1 -1
- checkpoint-1500/optimizer.pt +1 -1
- checkpoint-1500/pytorch_model.bin +1 -1
- checkpoint-1500/rng_state.pth +1 -1
- checkpoint-1500/scheduler.pt +1 -1
- checkpoint-1500/trainer_state.json +138 -138
- checkpoint-1500/training_args.bin +1 -1
- checkpoint-1986/optimizer.pt +3 -0
- checkpoint-1986/pytorch_model.bin +3 -0
- checkpoint-1986/rng_state.pth +3 -0
- checkpoint-1986/scheduler.pt +3 -0
- checkpoint-1986/source.spm +3 -0
- checkpoint-1986/special_tokens_map.json +5 -0
- checkpoint-1986/target.spm +3 -0
- checkpoint-1986/tokenizer_config.json +39 -0
- checkpoint-1986/trainer_state.json +331 -0
- checkpoint-1986/training_args.bin +3 -0
- checkpoint-1986/vocab.json +0 -0
- checkpoint-500/optimizer.pt +1 -1
- checkpoint-500/pytorch_model.bin +1 -1
- checkpoint-500/rng_state.pth +1 -1
- checkpoint-500/scheduler.pt +1 -1
- checkpoint-500/trainer_state.json +48 -48
- checkpoint-500/training_args.bin +1 -1
- config.json +3 -3
- model.safetensors +1 -1
checkpoint-1000/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 151392779
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4740eff7f7726a7d81146d0a540c888654d2eb3bdf282d11aa73680ccbb36dc
|
| 3 |
size 151392779
|
checkpoint-1000/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 199234413
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:215946acfe8af69cc186f5f2a033d67d1fc49ffaf3d6f583a9706375c1d75377
|
| 3 |
size 199234413
|
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 sha256:4d30b109bc34b215f2601d0ec75f5f8775fac00c35608a61cc209a5dcfb7edaa
|
| 3 |
size 14391
|
checkpoint-1000/scheduler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1465
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6e95cf302fdc08538ad9e6e764784ebfdd975f9c84fbfeaaf60b42ed9055df9e
|
| 3 |
size 1465
|
checkpoint-1000/trainer_state.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1000,
|
| 3 |
-
"best_metric": 5.
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1000",
|
| 5 |
-
"epoch": 0.
|
| 6 |
"eval_steps": 500,
|
| 7 |
"global_step": 1000,
|
| 8 |
"is_hyper_param_search": false,
|
|
@@ -10,164 +10,164 @@
|
|
| 10 |
"is_world_process_zero": true,
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
-
"epoch": 0.
|
| 14 |
-
"grad_norm":
|
| 15 |
-
"learning_rate": 4.
|
| 16 |
-
"loss": 9.
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
-
"epoch": 0.
|
| 21 |
-
"grad_norm": 1.
|
| 22 |
-
"learning_rate": 4.
|
| 23 |
-
"loss": 8.
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
-
"epoch": 0.
|
| 28 |
-
"grad_norm":
|
| 29 |
-
"learning_rate": 4.
|
| 30 |
-
"loss": 7.
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
-
"epoch": 0.
|
| 35 |
-
"grad_norm":
|
| 36 |
-
"learning_rate": 4.
|
| 37 |
-
"loss": 7.
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
-
"epoch": 0.
|
| 42 |
-
"grad_norm": 1.
|
| 43 |
-
"learning_rate": 4.
|
| 44 |
-
"loss":
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
-
"epoch": 0.
|
| 49 |
-
"grad_norm": 0.
|
| 50 |
-
"learning_rate": 4.
|
| 51 |
-
"loss": 6.
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
-
"epoch": 0.
|
| 56 |
-
"grad_norm":
|
| 57 |
-
"learning_rate": 4.
|
| 58 |
-
"loss": 6.
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
-
"epoch": 0.
|
| 63 |
-
"grad_norm": 0.
|
| 64 |
-
"learning_rate":
|
| 65 |
-
"loss": 6.
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
-
"epoch": 0.
|
| 70 |
-
"grad_norm": 0.
|
| 71 |
-
"learning_rate":
|
| 72 |
-
"loss": 6.
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
-
"epoch": 0.
|
| 77 |
-
"grad_norm": 0.
|
| 78 |
-
"learning_rate": 3.
|
| 79 |
-
"loss": 6.
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
-
"epoch": 0.
|
| 84 |
-
"eval_loss":
|
| 85 |
-
"eval_runtime":
|
| 86 |
-
"eval_samples_per_second":
|
| 87 |
-
"eval_steps_per_second":
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
-
"epoch": 0.
|
| 92 |
-
"grad_norm": 0.
|
| 93 |
-
"learning_rate": 3.
|
| 94 |
-
"loss": 6.
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
-
"epoch": 0.
|
| 99 |
-
"grad_norm": 0.
|
| 100 |
-
"learning_rate": 3.
|
| 101 |
-
"loss": 6.
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
-
"epoch": 0.
|
| 106 |
-
"grad_norm": 0.
|
| 107 |
-
"learning_rate": 3.
|
| 108 |
-
"loss": 6.
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
-
"epoch": 0.
|
| 113 |
-
"grad_norm": 0.
|
| 114 |
-
"learning_rate": 3.
|
| 115 |
-
"loss": 6.
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
-
"epoch": 0.
|
| 120 |
-
"grad_norm": 0.
|
| 121 |
-
"learning_rate": 3.
|
| 122 |
-
"loss":
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
-
"epoch": 0.
|
| 127 |
-
"grad_norm": 0.
|
| 128 |
-
"learning_rate":
|
| 129 |
-
"loss": 5.
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
-
"epoch": 0.
|
| 134 |
-
"grad_norm": 0.
|
| 135 |
-
"learning_rate":
|
| 136 |
-
"loss": 5.
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
-
"epoch": 0.
|
| 141 |
-
"grad_norm": 0.
|
| 142 |
-
"learning_rate":
|
| 143 |
-
"loss": 5.
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
-
"epoch": 0.
|
| 148 |
-
"grad_norm": 0.
|
| 149 |
-
"learning_rate": 2.
|
| 150 |
-
"loss": 5.
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
-
"epoch": 0.
|
| 155 |
-
"grad_norm": 0.
|
| 156 |
-
"learning_rate": 2.
|
| 157 |
-
"loss": 5.
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
-
"epoch": 0.
|
| 162 |
-
"eval_loss": 5.
|
| 163 |
-
"eval_runtime":
|
| 164 |
-
"eval_samples_per_second":
|
| 165 |
-
"eval_steps_per_second":
|
| 166 |
"step": 1000
|
| 167 |
}
|
| 168 |
],
|
| 169 |
"logging_steps": 50,
|
| 170 |
-
"max_steps":
|
| 171 |
"num_input_tokens_seen": 0,
|
| 172 |
"num_train_epochs": 1,
|
| 173 |
"save_steps": 500,
|
|
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1000,
|
| 3 |
+
"best_metric": 5.472690582275391,
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1000",
|
| 5 |
+
"epoch": 0.5035246727089627,
|
| 6 |
"eval_steps": 500,
|
| 7 |
"global_step": 1000,
|
| 8 |
"is_hyper_param_search": false,
|
|
|
|
| 10 |
"is_world_process_zero": true,
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
+
"epoch": 0.025176233635448138,
|
| 14 |
+
"grad_norm": 0.947960615158081,
|
| 15 |
+
"learning_rate": 4.876636455186304e-05,
|
| 16 |
+
"loss": 9.5286,
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
+
"epoch": 0.050352467270896276,
|
| 21 |
+
"grad_norm": 1.194724440574646,
|
| 22 |
+
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
+
"loss": 8.2179,
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
+
"epoch": 0.0755287009063444,
|
| 28 |
+
"grad_norm": 0.9894101023674011,
|
| 29 |
+
"learning_rate": 4.624874118831823e-05,
|
| 30 |
+
"loss": 7.5072,
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
+
"epoch": 0.10070493454179255,
|
| 35 |
+
"grad_norm": 0.9540104269981384,
|
| 36 |
+
"learning_rate": 4.498992950654582e-05,
|
| 37 |
+
"loss": 7.1644,
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
+
"epoch": 0.12588116817724068,
|
| 42 |
+
"grad_norm": 1.0262048244476318,
|
| 43 |
+
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
+
"loss": 6.9377,
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
+
"epoch": 0.1510574018126888,
|
| 49 |
+
"grad_norm": 0.916906476020813,
|
| 50 |
+
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
+
"loss": 6.7447,
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
+
"epoch": 0.17623363544813697,
|
| 56 |
+
"grad_norm": 0.9376256465911865,
|
| 57 |
+
"learning_rate": 4.12134944612286e-05,
|
| 58 |
+
"loss": 6.6128,
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
+
"epoch": 0.2014098690835851,
|
| 63 |
+
"grad_norm": 0.8047090768814087,
|
| 64 |
+
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
+
"loss": 6.5074,
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
+
"epoch": 0.22658610271903323,
|
| 70 |
+
"grad_norm": 0.9348500967025757,
|
| 71 |
+
"learning_rate": 3.869587109768379e-05,
|
| 72 |
+
"loss": 6.4087,
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
+
"epoch": 0.25176233635448136,
|
| 77 |
+
"grad_norm": 0.8273019194602966,
|
| 78 |
+
"learning_rate": 3.743705941591138e-05,
|
| 79 |
+
"loss": 6.3114,
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
+
"epoch": 0.25176233635448136,
|
| 84 |
+
"eval_loss": 5.968835353851318,
|
| 85 |
+
"eval_runtime": 41.9731,
|
| 86 |
+
"eval_samples_per_second": 39.859,
|
| 87 |
+
"eval_steps_per_second": 2.502,
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
+
"epoch": 0.2769385699899295,
|
| 92 |
+
"grad_norm": 0.7640300989151001,
|
| 93 |
+
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
+
"loss": 6.2115,
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
+
"epoch": 0.3021148036253776,
|
| 99 |
+
"grad_norm": 0.8070991635322571,
|
| 100 |
+
"learning_rate": 3.491943605236657e-05,
|
| 101 |
+
"loss": 6.1867,
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
+
"epoch": 0.32729103726082576,
|
| 106 |
+
"grad_norm": 0.7798317074775696,
|
| 107 |
+
"learning_rate": 3.366062437059416e-05,
|
| 108 |
+
"loss": 6.0893,
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
+
"epoch": 0.35246727089627394,
|
| 113 |
+
"grad_norm": 0.8209011554718018,
|
| 114 |
+
"learning_rate": 3.240181268882175e-05,
|
| 115 |
+
"loss": 6.0416,
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
+
"epoch": 0.3776435045317221,
|
| 120 |
+
"grad_norm": 0.7711942195892334,
|
| 121 |
+
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
+
"loss": 5.9784,
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
+
"epoch": 0.4028197381671702,
|
| 127 |
+
"grad_norm": 0.8087317943572998,
|
| 128 |
+
"learning_rate": 2.988418932527694e-05,
|
| 129 |
+
"loss": 5.9354,
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
+
"epoch": 0.42799597180261834,
|
| 134 |
+
"grad_norm": 0.7595328688621521,
|
| 135 |
+
"learning_rate": 2.862537764350453e-05,
|
| 136 |
+
"loss": 5.8544,
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
+
"epoch": 0.45317220543806647,
|
| 141 |
+
"grad_norm": 0.7424010038375854,
|
| 142 |
+
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
+
"loss": 5.8309,
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
+
"epoch": 0.4783484390735146,
|
| 148 |
+
"grad_norm": 0.7028313279151917,
|
| 149 |
+
"learning_rate": 2.610775427995972e-05,
|
| 150 |
+
"loss": 5.8075,
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
+
"epoch": 0.5035246727089627,
|
| 155 |
+
"grad_norm": 0.739640474319458,
|
| 156 |
+
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
+
"loss": 5.7741,
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
+
"epoch": 0.5035246727089627,
|
| 162 |
+
"eval_loss": 5.472690582275391,
|
| 163 |
+
"eval_runtime": 37.0841,
|
| 164 |
+
"eval_samples_per_second": 45.114,
|
| 165 |
+
"eval_steps_per_second": 2.831,
|
| 166 |
"step": 1000
|
| 167 |
}
|
| 168 |
],
|
| 169 |
"logging_steps": 50,
|
| 170 |
+
"max_steps": 1986,
|
| 171 |
"num_input_tokens_seen": 0,
|
| 172 |
"num_train_epochs": 1,
|
| 173 |
"save_steps": 500,
|
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:fd35ffac2ed4cf9159515c227a2e8bb8761c759f619e17bd96f19d5dd4c854ad
|
| 3 |
size 5713
|
checkpoint-1500/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 151392779
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5da0f570703c36c705757779b20b5d3fc9b39084e216990d8f3923c9f791b6b0
|
| 3 |
size 151392779
|
checkpoint-1500/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 199234413
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:14c9b1e4723bc4f3f18cbfefb09cc3d30e23120b46f6caa05f88aa21b076609d
|
| 3 |
size 199234413
|
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 sha256:94c2c5693e8ea1cb95056ee4aac8a87df5457ec36d1f15b47727ec41df4454e6
|
| 3 |
size 14391
|
checkpoint-1500/scheduler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1465
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:44b61b1eb8ac8f136ee5b34beb2fbbda26e2ed9f460c59ba13066bdc598b0fa1
|
| 3 |
size 1465
|
checkpoint-1500/trainer_state.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1500,
|
| 3 |
-
"best_metric": 5.
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1500",
|
| 5 |
-
"epoch": 0.
|
| 6 |
"eval_steps": 500,
|
| 7 |
"global_step": 1500,
|
| 8 |
"is_hyper_param_search": false,
|
|
@@ -10,242 +10,242 @@
|
|
| 10 |
"is_world_process_zero": true,
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
-
"epoch": 0.
|
| 14 |
-
"grad_norm":
|
| 15 |
-
"learning_rate": 4.
|
| 16 |
-
"loss": 9.
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
-
"epoch": 0.
|
| 21 |
-
"grad_norm": 1.
|
| 22 |
-
"learning_rate": 4.
|
| 23 |
-
"loss": 8.
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
-
"epoch": 0.
|
| 28 |
-
"grad_norm":
|
| 29 |
-
"learning_rate": 4.
|
| 30 |
-
"loss": 7.
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
-
"epoch": 0.
|
| 35 |
-
"grad_norm":
|
| 36 |
-
"learning_rate": 4.
|
| 37 |
-
"loss": 7.
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
-
"epoch": 0.
|
| 42 |
-
"grad_norm": 1.
|
| 43 |
-
"learning_rate": 4.
|
| 44 |
-
"loss":
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
-
"epoch": 0.
|
| 49 |
-
"grad_norm": 0.
|
| 50 |
-
"learning_rate": 4.
|
| 51 |
-
"loss": 6.
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
-
"epoch": 0.
|
| 56 |
-
"grad_norm":
|
| 57 |
-
"learning_rate": 4.
|
| 58 |
-
"loss": 6.
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
-
"epoch": 0.
|
| 63 |
-
"grad_norm": 0.
|
| 64 |
-
"learning_rate":
|
| 65 |
-
"loss": 6.
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
-
"epoch": 0.
|
| 70 |
-
"grad_norm": 0.
|
| 71 |
-
"learning_rate":
|
| 72 |
-
"loss": 6.
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
-
"epoch": 0.
|
| 77 |
-
"grad_norm": 0.
|
| 78 |
-
"learning_rate": 3.
|
| 79 |
-
"loss": 6.
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
-
"epoch": 0.
|
| 84 |
-
"eval_loss":
|
| 85 |
-
"eval_runtime":
|
| 86 |
-
"eval_samples_per_second":
|
| 87 |
-
"eval_steps_per_second":
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
-
"epoch": 0.
|
| 92 |
-
"grad_norm": 0.
|
| 93 |
-
"learning_rate": 3.
|
| 94 |
-
"loss": 6.
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
-
"epoch": 0.
|
| 99 |
-
"grad_norm": 0.
|
| 100 |
-
"learning_rate": 3.
|
| 101 |
-
"loss": 6.
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
-
"epoch": 0.
|
| 106 |
-
"grad_norm": 0.
|
| 107 |
-
"learning_rate": 3.
|
| 108 |
-
"loss": 6.
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
-
"epoch": 0.
|
| 113 |
-
"grad_norm": 0.
|
| 114 |
-
"learning_rate": 3.
|
| 115 |
-
"loss": 6.
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
-
"epoch": 0.
|
| 120 |
-
"grad_norm": 0.
|
| 121 |
-
"learning_rate": 3.
|
| 122 |
-
"loss":
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
-
"epoch": 0.
|
| 127 |
-
"grad_norm": 0.
|
| 128 |
-
"learning_rate":
|
| 129 |
-
"loss": 5.
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
-
"epoch": 0.
|
| 134 |
-
"grad_norm": 0.
|
| 135 |
-
"learning_rate":
|
| 136 |
-
"loss": 5.
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
-
"epoch": 0.
|
| 141 |
-
"grad_norm": 0.
|
| 142 |
-
"learning_rate":
|
| 143 |
-
"loss": 5.
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
-
"epoch": 0.
|
| 148 |
-
"grad_norm": 0.
|
| 149 |
-
"learning_rate": 2.
|
| 150 |
-
"loss": 5.
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
-
"epoch": 0.
|
| 155 |
-
"grad_norm": 0.
|
| 156 |
-
"learning_rate": 2.
|
| 157 |
-
"loss": 5.
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
-
"epoch": 0.
|
| 162 |
-
"eval_loss": 5.
|
| 163 |
-
"eval_runtime":
|
| 164 |
-
"eval_samples_per_second":
|
| 165 |
-
"eval_steps_per_second":
|
| 166 |
"step": 1000
|
| 167 |
},
|
| 168 |
{
|
| 169 |
-
"epoch": 0.
|
| 170 |
-
"grad_norm": 0.
|
| 171 |
-
"learning_rate": 2.
|
| 172 |
-
"loss": 5.
|
| 173 |
"step": 1050
|
| 174 |
},
|
| 175 |
{
|
| 176 |
-
"epoch": 0.
|
| 177 |
-
"grad_norm": 0.
|
| 178 |
-
"learning_rate": 2.
|
| 179 |
-
"loss": 5.
|
| 180 |
"step": 1100
|
| 181 |
},
|
| 182 |
{
|
| 183 |
-
"epoch": 0.
|
| 184 |
-
"grad_norm": 0.
|
| 185 |
-
"learning_rate": 2.
|
| 186 |
-
"loss": 5.
|
| 187 |
"step": 1150
|
| 188 |
},
|
| 189 |
{
|
| 190 |
-
"epoch": 0.
|
| 191 |
-
"grad_norm": 0.
|
| 192 |
-
"learning_rate":
|
| 193 |
-
"loss": 5.
|
| 194 |
"step": 1200
|
| 195 |
},
|
| 196 |
{
|
| 197 |
-
"epoch": 0.
|
| 198 |
-
"grad_norm": 0.
|
| 199 |
-
"learning_rate":
|
| 200 |
-
"loss": 5.
|
| 201 |
"step": 1250
|
| 202 |
},
|
| 203 |
{
|
| 204 |
-
"epoch": 0.
|
| 205 |
-
"grad_norm": 0.
|
| 206 |
-
"learning_rate":
|
| 207 |
-
"loss": 5.
|
| 208 |
"step": 1300
|
| 209 |
},
|
| 210 |
{
|
| 211 |
-
"epoch": 0.
|
| 212 |
-
"grad_norm": 0.
|
| 213 |
-
"learning_rate":
|
| 214 |
-
"loss": 5.
|
| 215 |
"step": 1350
|
| 216 |
},
|
| 217 |
{
|
| 218 |
-
"epoch": 0.
|
| 219 |
-
"grad_norm": 0.
|
| 220 |
-
"learning_rate":
|
| 221 |
-
"loss": 5.
|
| 222 |
"step": 1400
|
| 223 |
},
|
| 224 |
{
|
| 225 |
-
"epoch": 0.
|
| 226 |
-
"grad_norm": 0.
|
| 227 |
-
"learning_rate": 1.
|
| 228 |
-
"loss": 5.
|
| 229 |
"step": 1450
|
| 230 |
},
|
| 231 |
{
|
| 232 |
-
"epoch": 0.
|
| 233 |
-
"grad_norm": 0.
|
| 234 |
-
"learning_rate": 1.
|
| 235 |
-
"loss": 5.
|
| 236 |
"step": 1500
|
| 237 |
},
|
| 238 |
{
|
| 239 |
-
"epoch": 0.
|
| 240 |
-
"eval_loss": 5.
|
| 241 |
-
"eval_runtime":
|
| 242 |
-
"eval_samples_per_second":
|
| 243 |
-
"eval_steps_per_second":
|
| 244 |
"step": 1500
|
| 245 |
}
|
| 246 |
],
|
| 247 |
"logging_steps": 50,
|
| 248 |
-
"max_steps":
|
| 249 |
"num_input_tokens_seen": 0,
|
| 250 |
"num_train_epochs": 1,
|
| 251 |
"save_steps": 500,
|
|
|
|
| 1 |
{
|
| 2 |
"best_global_step": 1500,
|
| 3 |
+
"best_metric": 5.239852428436279,
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1500",
|
| 5 |
+
"epoch": 0.7552870090634441,
|
| 6 |
"eval_steps": 500,
|
| 7 |
"global_step": 1500,
|
| 8 |
"is_hyper_param_search": false,
|
|
|
|
| 10 |
"is_world_process_zero": true,
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
+
"epoch": 0.025176233635448138,
|
| 14 |
+
"grad_norm": 0.947960615158081,
|
| 15 |
+
"learning_rate": 4.876636455186304e-05,
|
| 16 |
+
"loss": 9.5286,
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
+
"epoch": 0.050352467270896276,
|
| 21 |
+
"grad_norm": 1.194724440574646,
|
| 22 |
+
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
+
"loss": 8.2179,
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
+
"epoch": 0.0755287009063444,
|
| 28 |
+
"grad_norm": 0.9894101023674011,
|
| 29 |
+
"learning_rate": 4.624874118831823e-05,
|
| 30 |
+
"loss": 7.5072,
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
+
"epoch": 0.10070493454179255,
|
| 35 |
+
"grad_norm": 0.9540104269981384,
|
| 36 |
+
"learning_rate": 4.498992950654582e-05,
|
| 37 |
+
"loss": 7.1644,
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
+
"epoch": 0.12588116817724068,
|
| 42 |
+
"grad_norm": 1.0262048244476318,
|
| 43 |
+
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
+
"loss": 6.9377,
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
+
"epoch": 0.1510574018126888,
|
| 49 |
+
"grad_norm": 0.916906476020813,
|
| 50 |
+
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
+
"loss": 6.7447,
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
+
"epoch": 0.17623363544813697,
|
| 56 |
+
"grad_norm": 0.9376256465911865,
|
| 57 |
+
"learning_rate": 4.12134944612286e-05,
|
| 58 |
+
"loss": 6.6128,
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
+
"epoch": 0.2014098690835851,
|
| 63 |
+
"grad_norm": 0.8047090768814087,
|
| 64 |
+
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
+
"loss": 6.5074,
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
+
"epoch": 0.22658610271903323,
|
| 70 |
+
"grad_norm": 0.9348500967025757,
|
| 71 |
+
"learning_rate": 3.869587109768379e-05,
|
| 72 |
+
"loss": 6.4087,
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
+
"epoch": 0.25176233635448136,
|
| 77 |
+
"grad_norm": 0.8273019194602966,
|
| 78 |
+
"learning_rate": 3.743705941591138e-05,
|
| 79 |
+
"loss": 6.3114,
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
+
"epoch": 0.25176233635448136,
|
| 84 |
+
"eval_loss": 5.968835353851318,
|
| 85 |
+
"eval_runtime": 41.9731,
|
| 86 |
+
"eval_samples_per_second": 39.859,
|
| 87 |
+
"eval_steps_per_second": 2.502,
|
| 88 |
"step": 500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
+
"epoch": 0.2769385699899295,
|
| 92 |
+
"grad_norm": 0.7640300989151001,
|
| 93 |
+
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
+
"loss": 6.2115,
|
| 95 |
"step": 550
|
| 96 |
},
|
| 97 |
{
|
| 98 |
+
"epoch": 0.3021148036253776,
|
| 99 |
+
"grad_norm": 0.8070991635322571,
|
| 100 |
+
"learning_rate": 3.491943605236657e-05,
|
| 101 |
+
"loss": 6.1867,
|
| 102 |
"step": 600
|
| 103 |
},
|
| 104 |
{
|
| 105 |
+
"epoch": 0.32729103726082576,
|
| 106 |
+
"grad_norm": 0.7798317074775696,
|
| 107 |
+
"learning_rate": 3.366062437059416e-05,
|
| 108 |
+
"loss": 6.0893,
|
| 109 |
"step": 650
|
| 110 |
},
|
| 111 |
{
|
| 112 |
+
"epoch": 0.35246727089627394,
|
| 113 |
+
"grad_norm": 0.8209011554718018,
|
| 114 |
+
"learning_rate": 3.240181268882175e-05,
|
| 115 |
+
"loss": 6.0416,
|
| 116 |
"step": 700
|
| 117 |
},
|
| 118 |
{
|
| 119 |
+
"epoch": 0.3776435045317221,
|
| 120 |
+
"grad_norm": 0.7711942195892334,
|
| 121 |
+
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
+
"loss": 5.9784,
|
| 123 |
"step": 750
|
| 124 |
},
|
| 125 |
{
|
| 126 |
+
"epoch": 0.4028197381671702,
|
| 127 |
+
"grad_norm": 0.8087317943572998,
|
| 128 |
+
"learning_rate": 2.988418932527694e-05,
|
| 129 |
+
"loss": 5.9354,
|
| 130 |
"step": 800
|
| 131 |
},
|
| 132 |
{
|
| 133 |
+
"epoch": 0.42799597180261834,
|
| 134 |
+
"grad_norm": 0.7595328688621521,
|
| 135 |
+
"learning_rate": 2.862537764350453e-05,
|
| 136 |
+
"loss": 5.8544,
|
| 137 |
"step": 850
|
| 138 |
},
|
| 139 |
{
|
| 140 |
+
"epoch": 0.45317220543806647,
|
| 141 |
+
"grad_norm": 0.7424010038375854,
|
| 142 |
+
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
+
"loss": 5.8309,
|
| 144 |
"step": 900
|
| 145 |
},
|
| 146 |
{
|
| 147 |
+
"epoch": 0.4783484390735146,
|
| 148 |
+
"grad_norm": 0.7028313279151917,
|
| 149 |
+
"learning_rate": 2.610775427995972e-05,
|
| 150 |
+
"loss": 5.8075,
|
| 151 |
"step": 950
|
| 152 |
},
|
| 153 |
{
|
| 154 |
+
"epoch": 0.5035246727089627,
|
| 155 |
+
"grad_norm": 0.739640474319458,
|
| 156 |
+
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
+
"loss": 5.7741,
|
| 158 |
"step": 1000
|
| 159 |
},
|
| 160 |
{
|
| 161 |
+
"epoch": 0.5035246727089627,
|
| 162 |
+
"eval_loss": 5.472690582275391,
|
| 163 |
+
"eval_runtime": 37.0841,
|
| 164 |
+
"eval_samples_per_second": 45.114,
|
| 165 |
+
"eval_steps_per_second": 2.831,
|
| 166 |
"step": 1000
|
| 167 |
},
|
| 168 |
{
|
| 169 |
+
"epoch": 0.5287009063444109,
|
| 170 |
+
"grad_norm": 0.7200352549552917,
|
| 171 |
+
"learning_rate": 2.3590130916414905e-05,
|
| 172 |
+
"loss": 5.7262,
|
| 173 |
"step": 1050
|
| 174 |
},
|
| 175 |
{
|
| 176 |
+
"epoch": 0.553877139979859,
|
| 177 |
+
"grad_norm": 0.7275882959365845,
|
| 178 |
+
"learning_rate": 2.2331319234642498e-05,
|
| 179 |
+
"loss": 5.7028,
|
| 180 |
"step": 1100
|
| 181 |
},
|
| 182 |
{
|
| 183 |
+
"epoch": 0.5790533736153072,
|
| 184 |
+
"grad_norm": 0.7147909998893738,
|
| 185 |
+
"learning_rate": 2.107250755287009e-05,
|
| 186 |
+
"loss": 5.6455,
|
| 187 |
"step": 1150
|
| 188 |
},
|
| 189 |
{
|
| 190 |
+
"epoch": 0.6042296072507553,
|
| 191 |
+
"grad_norm": 0.7415097951889038,
|
| 192 |
+
"learning_rate": 1.9813695871097685e-05,
|
| 193 |
+
"loss": 5.6142,
|
| 194 |
"step": 1200
|
| 195 |
},
|
| 196 |
{
|
| 197 |
+
"epoch": 0.6294058408862034,
|
| 198 |
+
"grad_norm": 0.7115822434425354,
|
| 199 |
+
"learning_rate": 1.8554884189325278e-05,
|
| 200 |
+
"loss": 5.6208,
|
| 201 |
"step": 1250
|
| 202 |
},
|
| 203 |
{
|
| 204 |
+
"epoch": 0.6545820745216515,
|
| 205 |
+
"grad_norm": 0.6943323612213135,
|
| 206 |
+
"learning_rate": 1.729607250755287e-05,
|
| 207 |
+
"loss": 5.5773,
|
| 208 |
"step": 1300
|
| 209 |
},
|
| 210 |
{
|
| 211 |
+
"epoch": 0.6797583081570997,
|
| 212 |
+
"grad_norm": 0.709179699420929,
|
| 213 |
+
"learning_rate": 1.6037260825780464e-05,
|
| 214 |
+
"loss": 5.5679,
|
| 215 |
"step": 1350
|
| 216 |
},
|
| 217 |
{
|
| 218 |
+
"epoch": 0.7049345417925479,
|
| 219 |
+
"grad_norm": 0.7256223559379578,
|
| 220 |
+
"learning_rate": 1.4778449144008057e-05,
|
| 221 |
+
"loss": 5.5666,
|
| 222 |
"step": 1400
|
| 223 |
},
|
| 224 |
{
|
| 225 |
+
"epoch": 0.730110775427996,
|
| 226 |
+
"grad_norm": 0.7237951159477234,
|
| 227 |
+
"learning_rate": 1.3519637462235652e-05,
|
| 228 |
+
"loss": 5.5505,
|
| 229 |
"step": 1450
|
| 230 |
},
|
| 231 |
{
|
| 232 |
+
"epoch": 0.7552870090634441,
|
| 233 |
+
"grad_norm": 0.7216870784759521,
|
| 234 |
+
"learning_rate": 1.2260825780463244e-05,
|
| 235 |
+
"loss": 5.4866,
|
| 236 |
"step": 1500
|
| 237 |
},
|
| 238 |
{
|
| 239 |
+
"epoch": 0.7552870090634441,
|
| 240 |
+
"eval_loss": 5.239852428436279,
|
| 241 |
+
"eval_runtime": 42.2008,
|
| 242 |
+
"eval_samples_per_second": 39.644,
|
| 243 |
+
"eval_steps_per_second": 2.488,
|
| 244 |
"step": 1500
|
| 245 |
}
|
| 246 |
],
|
| 247 |
"logging_steps": 50,
|
| 248 |
+
"max_steps": 1986,
|
| 249 |
"num_input_tokens_seen": 0,
|
| 250 |
"num_train_epochs": 1,
|
| 251 |
"save_steps": 500,
|
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:fd35ffac2ed4cf9159515c227a2e8bb8761c759f619e17bd96f19d5dd4c854ad
|
| 3 |
size 5713
|
checkpoint-1986/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:85902f687be92bb633ac00ea98834201fb24f0e1afc041251a56d5791f5a0842
|
| 3 |
+
size 151392779
|
checkpoint-1986/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a66f9ba7a90adbbb6b72b315da4574f8eaa1650de9a87b3fec5f9a6417508beb
|
| 3 |
+
size 199234413
|
checkpoint-1986/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a5694aa24e78c35c22a02b03a246e26b2afdfa338640982ad10ec0e2268d72f2
|
| 3 |
+
size 14391
|
checkpoint-1986/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e6e335fdec288f5b20f6955909d7c4c6d70416425ae4ec317c15a5c47669bb2f
|
| 3 |
+
size 1465
|
checkpoint-1986/source.spm
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:88ed79816c7e90edbc6b74752d3b1414571f7c9267da5cf99b1f6ab65f90a669
|
| 3 |
+
size 841867
|
checkpoint-1986/special_tokens_map.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eos_token": "</s>",
|
| 3 |
+
"pad_token": "<pad>",
|
| 4 |
+
"unk_token": "<unk>"
|
| 5 |
+
}
|
checkpoint-1986/target.spm
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7ab0233e30e2299e6a0a5b49115de67c521574f85f707765f560c3f255542e71
|
| 3 |
+
size 825223
|
checkpoint-1986/tokenizer_config.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "</s>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<unk>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"59810": {
|
| 20 |
+
"content": "<pad>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 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,
|
| 34 |
+
"source_lang": "ny",
|
| 35 |
+
"sp_model_kwargs": {},
|
| 36 |
+
"target_lang": "en",
|
| 37 |
+
"tokenizer_class": "MarianTokenizer",
|
| 38 |
+
"unk_token": "<unk>"
|
| 39 |
+
}
|
checkpoint-1986/trainer_state.json
ADDED
|
@@ -0,0 +1,331 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1500,
|
| 3 |
+
"best_metric": 5.239852428436279,
|
| 4 |
+
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-1500",
|
| 5 |
+
"epoch": 1.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 1986,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.025176233635448138,
|
| 14 |
+
"grad_norm": 0.947960615158081,
|
| 15 |
+
"learning_rate": 4.876636455186304e-05,
|
| 16 |
+
"loss": 9.5286,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.050352467270896276,
|
| 21 |
+
"grad_norm": 1.194724440574646,
|
| 22 |
+
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
+
"loss": 8.2179,
|
| 24 |
+
"step": 100
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.0755287009063444,
|
| 28 |
+
"grad_norm": 0.9894101023674011,
|
| 29 |
+
"learning_rate": 4.624874118831823e-05,
|
| 30 |
+
"loss": 7.5072,
|
| 31 |
+
"step": 150
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.10070493454179255,
|
| 35 |
+
"grad_norm": 0.9540104269981384,
|
| 36 |
+
"learning_rate": 4.498992950654582e-05,
|
| 37 |
+
"loss": 7.1644,
|
| 38 |
+
"step": 200
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 0.12588116817724068,
|
| 42 |
+
"grad_norm": 1.0262048244476318,
|
| 43 |
+
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
+
"loss": 6.9377,
|
| 45 |
+
"step": 250
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.1510574018126888,
|
| 49 |
+
"grad_norm": 0.916906476020813,
|
| 50 |
+
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
+
"loss": 6.7447,
|
| 52 |
+
"step": 300
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 0.17623363544813697,
|
| 56 |
+
"grad_norm": 0.9376256465911865,
|
| 57 |
+
"learning_rate": 4.12134944612286e-05,
|
| 58 |
+
"loss": 6.6128,
|
| 59 |
+
"step": 350
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 0.2014098690835851,
|
| 63 |
+
"grad_norm": 0.8047090768814087,
|
| 64 |
+
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
+
"loss": 6.5074,
|
| 66 |
+
"step": 400
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 0.22658610271903323,
|
| 70 |
+
"grad_norm": 0.9348500967025757,
|
| 71 |
+
"learning_rate": 3.869587109768379e-05,
|
| 72 |
+
"loss": 6.4087,
|
| 73 |
+
"step": 450
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 0.25176233635448136,
|
| 77 |
+
"grad_norm": 0.8273019194602966,
|
| 78 |
+
"learning_rate": 3.743705941591138e-05,
|
| 79 |
+
"loss": 6.3114,
|
| 80 |
+
"step": 500
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 0.25176233635448136,
|
| 84 |
+
"eval_loss": 5.968835353851318,
|
| 85 |
+
"eval_runtime": 41.9731,
|
| 86 |
+
"eval_samples_per_second": 39.859,
|
| 87 |
+
"eval_steps_per_second": 2.502,
|
| 88 |
+
"step": 500
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"epoch": 0.2769385699899295,
|
| 92 |
+
"grad_norm": 0.7640300989151001,
|
| 93 |
+
"learning_rate": 3.6178247734138974e-05,
|
| 94 |
+
"loss": 6.2115,
|
| 95 |
+
"step": 550
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 0.3021148036253776,
|
| 99 |
+
"grad_norm": 0.8070991635322571,
|
| 100 |
+
"learning_rate": 3.491943605236657e-05,
|
| 101 |
+
"loss": 6.1867,
|
| 102 |
+
"step": 600
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 0.32729103726082576,
|
| 106 |
+
"grad_norm": 0.7798317074775696,
|
| 107 |
+
"learning_rate": 3.366062437059416e-05,
|
| 108 |
+
"loss": 6.0893,
|
| 109 |
+
"step": 650
|
| 110 |
+
},
|
| 111 |
+
{
|
| 112 |
+
"epoch": 0.35246727089627394,
|
| 113 |
+
"grad_norm": 0.8209011554718018,
|
| 114 |
+
"learning_rate": 3.240181268882175e-05,
|
| 115 |
+
"loss": 6.0416,
|
| 116 |
+
"step": 700
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"epoch": 0.3776435045317221,
|
| 120 |
+
"grad_norm": 0.7711942195892334,
|
| 121 |
+
"learning_rate": 3.1143001007049346e-05,
|
| 122 |
+
"loss": 5.9784,
|
| 123 |
+
"step": 750
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 0.4028197381671702,
|
| 127 |
+
"grad_norm": 0.8087317943572998,
|
| 128 |
+
"learning_rate": 2.988418932527694e-05,
|
| 129 |
+
"loss": 5.9354,
|
| 130 |
+
"step": 800
|
| 131 |
+
},
|
| 132 |
+
{
|
| 133 |
+
"epoch": 0.42799597180261834,
|
| 134 |
+
"grad_norm": 0.7595328688621521,
|
| 135 |
+
"learning_rate": 2.862537764350453e-05,
|
| 136 |
+
"loss": 5.8544,
|
| 137 |
+
"step": 850
|
| 138 |
+
},
|
| 139 |
+
{
|
| 140 |
+
"epoch": 0.45317220543806647,
|
| 141 |
+
"grad_norm": 0.7424010038375854,
|
| 142 |
+
"learning_rate": 2.7366565961732126e-05,
|
| 143 |
+
"loss": 5.8309,
|
| 144 |
+
"step": 900
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 0.4783484390735146,
|
| 148 |
+
"grad_norm": 0.7028313279151917,
|
| 149 |
+
"learning_rate": 2.610775427995972e-05,
|
| 150 |
+
"loss": 5.8075,
|
| 151 |
+
"step": 950
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 0.5035246727089627,
|
| 155 |
+
"grad_norm": 0.739640474319458,
|
| 156 |
+
"learning_rate": 2.4848942598187312e-05,
|
| 157 |
+
"loss": 5.7741,
|
| 158 |
+
"step": 1000
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 0.5035246727089627,
|
| 162 |
+
"eval_loss": 5.472690582275391,
|
| 163 |
+
"eval_runtime": 37.0841,
|
| 164 |
+
"eval_samples_per_second": 45.114,
|
| 165 |
+
"eval_steps_per_second": 2.831,
|
| 166 |
+
"step": 1000
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"epoch": 0.5287009063444109,
|
| 170 |
+
"grad_norm": 0.7200352549552917,
|
| 171 |
+
"learning_rate": 2.3590130916414905e-05,
|
| 172 |
+
"loss": 5.7262,
|
| 173 |
+
"step": 1050
|
| 174 |
+
},
|
| 175 |
+
{
|
| 176 |
+
"epoch": 0.553877139979859,
|
| 177 |
+
"grad_norm": 0.7275882959365845,
|
| 178 |
+
"learning_rate": 2.2331319234642498e-05,
|
| 179 |
+
"loss": 5.7028,
|
| 180 |
+
"step": 1100
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"epoch": 0.5790533736153072,
|
| 184 |
+
"grad_norm": 0.7147909998893738,
|
| 185 |
+
"learning_rate": 2.107250755287009e-05,
|
| 186 |
+
"loss": 5.6455,
|
| 187 |
+
"step": 1150
|
| 188 |
+
},
|
| 189 |
+
{
|
| 190 |
+
"epoch": 0.6042296072507553,
|
| 191 |
+
"grad_norm": 0.7415097951889038,
|
| 192 |
+
"learning_rate": 1.9813695871097685e-05,
|
| 193 |
+
"loss": 5.6142,
|
| 194 |
+
"step": 1200
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"epoch": 0.6294058408862034,
|
| 198 |
+
"grad_norm": 0.7115822434425354,
|
| 199 |
+
"learning_rate": 1.8554884189325278e-05,
|
| 200 |
+
"loss": 5.6208,
|
| 201 |
+
"step": 1250
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 0.6545820745216515,
|
| 205 |
+
"grad_norm": 0.6943323612213135,
|
| 206 |
+
"learning_rate": 1.729607250755287e-05,
|
| 207 |
+
"loss": 5.5773,
|
| 208 |
+
"step": 1300
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"epoch": 0.6797583081570997,
|
| 212 |
+
"grad_norm": 0.709179699420929,
|
| 213 |
+
"learning_rate": 1.6037260825780464e-05,
|
| 214 |
+
"loss": 5.5679,
|
| 215 |
+
"step": 1350
|
| 216 |
+
},
|
| 217 |
+
{
|
| 218 |
+
"epoch": 0.7049345417925479,
|
| 219 |
+
"grad_norm": 0.7256223559379578,
|
| 220 |
+
"learning_rate": 1.4778449144008057e-05,
|
| 221 |
+
"loss": 5.5666,
|
| 222 |
+
"step": 1400
|
| 223 |
+
},
|
| 224 |
+
{
|
| 225 |
+
"epoch": 0.730110775427996,
|
| 226 |
+
"grad_norm": 0.7237951159477234,
|
| 227 |
+
"learning_rate": 1.3519637462235652e-05,
|
| 228 |
+
"loss": 5.5505,
|
| 229 |
+
"step": 1450
|
| 230 |
+
},
|
| 231 |
+
{
|
| 232 |
+
"epoch": 0.7552870090634441,
|
| 233 |
+
"grad_norm": 0.7216870784759521,
|
| 234 |
+
"learning_rate": 1.2260825780463244e-05,
|
| 235 |
+
"loss": 5.4866,
|
| 236 |
+
"step": 1500
|
| 237 |
+
},
|
| 238 |
+
{
|
| 239 |
+
"epoch": 0.7552870090634441,
|
| 240 |
+
"eval_loss": 5.239852428436279,
|
| 241 |
+
"eval_runtime": 42.2008,
|
| 242 |
+
"eval_samples_per_second": 39.644,
|
| 243 |
+
"eval_steps_per_second": 2.488,
|
| 244 |
+
"step": 1500
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"epoch": 0.7804632426988922,
|
| 248 |
+
"grad_norm": 0.7159505486488342,
|
| 249 |
+
"learning_rate": 1.1002014098690837e-05,
|
| 250 |
+
"loss": 5.4953,
|
| 251 |
+
"step": 1550
|
| 252 |
+
},
|
| 253 |
+
{
|
| 254 |
+
"epoch": 0.8056394763343404,
|
| 255 |
+
"grad_norm": 0.6942981481552124,
|
| 256 |
+
"learning_rate": 9.743202416918428e-06,
|
| 257 |
+
"loss": 5.47,
|
| 258 |
+
"step": 1600
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"epoch": 0.8308157099697885,
|
| 262 |
+
"grad_norm": 0.6944827437400818,
|
| 263 |
+
"learning_rate": 8.484390735146023e-06,
|
| 264 |
+
"loss": 5.4747,
|
| 265 |
+
"step": 1650
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 0.8559919436052367,
|
| 269 |
+
"grad_norm": 0.6906715631484985,
|
| 270 |
+
"learning_rate": 7.225579053373615e-06,
|
| 271 |
+
"loss": 5.4678,
|
| 272 |
+
"step": 1700
|
| 273 |
+
},
|
| 274 |
+
{
|
| 275 |
+
"epoch": 0.8811681772406847,
|
| 276 |
+
"grad_norm": 0.6964088082313538,
|
| 277 |
+
"learning_rate": 5.966767371601209e-06,
|
| 278 |
+
"loss": 5.4578,
|
| 279 |
+
"step": 1750
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"epoch": 0.9063444108761329,
|
| 283 |
+
"grad_norm": 0.6903862357139587,
|
| 284 |
+
"learning_rate": 4.7079556898288016e-06,
|
| 285 |
+
"loss": 5.4521,
|
| 286 |
+
"step": 1800
|
| 287 |
+
},
|
| 288 |
+
{
|
| 289 |
+
"epoch": 0.9315206445115811,
|
| 290 |
+
"grad_norm": 0.663235604763031,
|
| 291 |
+
"learning_rate": 3.449144008056395e-06,
|
| 292 |
+
"loss": 5.4358,
|
| 293 |
+
"step": 1850
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 0.9566968781470292,
|
| 297 |
+
"grad_norm": 0.8237895965576172,
|
| 298 |
+
"learning_rate": 2.1903323262839883e-06,
|
| 299 |
+
"loss": 5.4173,
|
| 300 |
+
"step": 1900
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"epoch": 0.9818731117824774,
|
| 304 |
+
"grad_norm": 0.6885905265808105,
|
| 305 |
+
"learning_rate": 9.31520644511581e-07,
|
| 306 |
+
"loss": 5.4231,
|
| 307 |
+
"step": 1950
|
| 308 |
+
}
|
| 309 |
+
],
|
| 310 |
+
"logging_steps": 50,
|
| 311 |
+
"max_steps": 1986,
|
| 312 |
+
"num_input_tokens_seen": 0,
|
| 313 |
+
"num_train_epochs": 1,
|
| 314 |
+
"save_steps": 500,
|
| 315 |
+
"stateful_callbacks": {
|
| 316 |
+
"TrainerControl": {
|
| 317 |
+
"args": {
|
| 318 |
+
"should_epoch_stop": false,
|
| 319 |
+
"should_evaluate": false,
|
| 320 |
+
"should_log": false,
|
| 321 |
+
"should_save": true,
|
| 322 |
+
"should_training_stop": true
|
| 323 |
+
},
|
| 324 |
+
"attributes": {}
|
| 325 |
+
}
|
| 326 |
+
},
|
| 327 |
+
"total_flos": 0.0,
|
| 328 |
+
"train_batch_size": 16,
|
| 329 |
+
"trial_name": null,
|
| 330 |
+
"trial_params": null
|
| 331 |
+
}
|
checkpoint-1986/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fd35ffac2ed4cf9159515c227a2e8bb8761c759f619e17bd96f19d5dd4c854ad
|
| 3 |
+
size 5713
|
checkpoint-1986/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-500/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 151392779
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9745d97b78ceff16ed4689c2fc51e5f355b5e5eb2698f609c767d75a2844f230
|
| 3 |
size 151392779
|
checkpoint-500/pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 199234413
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca409ad8e52fff5c20c44e8a2f413510d9bec8f2193f0b64bd95861a7bb80ec1
|
| 3 |
size 199234413
|
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:d040fa084e8dd5f024209465e525c8f2ec894da956a0bcfb8f5f69e53ce7e10b
|
| 3 |
size 14391
|
checkpoint-500/scheduler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1465
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d57066d33512362b2d3ef350be8b1155fc425e02c5fff265f6a93215abdc36db
|
| 3 |
size 1465
|
checkpoint-500/trainer_state.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"best_global_step": 500,
|
| 3 |
-
"best_metric":
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-500",
|
| 5 |
-
"epoch": 0.
|
| 6 |
"eval_steps": 500,
|
| 7 |
"global_step": 500,
|
| 8 |
"is_hyper_param_search": false,
|
|
@@ -10,86 +10,86 @@
|
|
| 10 |
"is_world_process_zero": true,
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
-
"epoch": 0.
|
| 14 |
-
"grad_norm":
|
| 15 |
-
"learning_rate": 4.
|
| 16 |
-
"loss": 9.
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
-
"epoch": 0.
|
| 21 |
-
"grad_norm": 1.
|
| 22 |
-
"learning_rate": 4.
|
| 23 |
-
"loss": 8.
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
-
"epoch": 0.
|
| 28 |
-
"grad_norm":
|
| 29 |
-
"learning_rate": 4.
|
| 30 |
-
"loss": 7.
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
-
"epoch": 0.
|
| 35 |
-
"grad_norm":
|
| 36 |
-
"learning_rate": 4.
|
| 37 |
-
"loss": 7.
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
-
"epoch": 0.
|
| 42 |
-
"grad_norm": 1.
|
| 43 |
-
"learning_rate": 4.
|
| 44 |
-
"loss":
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
-
"epoch": 0.
|
| 49 |
-
"grad_norm": 0.
|
| 50 |
-
"learning_rate": 4.
|
| 51 |
-
"loss": 6.
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
-
"epoch": 0.
|
| 56 |
-
"grad_norm":
|
| 57 |
-
"learning_rate": 4.
|
| 58 |
-
"loss": 6.
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
-
"epoch": 0.
|
| 63 |
-
"grad_norm": 0.
|
| 64 |
-
"learning_rate":
|
| 65 |
-
"loss": 6.
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
-
"epoch": 0.
|
| 70 |
-
"grad_norm": 0.
|
| 71 |
-
"learning_rate":
|
| 72 |
-
"loss": 6.
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
-
"epoch": 0.
|
| 77 |
-
"grad_norm": 0.
|
| 78 |
-
"learning_rate": 3.
|
| 79 |
-
"loss": 6.
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
-
"epoch": 0.
|
| 84 |
-
"eval_loss":
|
| 85 |
-
"eval_runtime":
|
| 86 |
-
"eval_samples_per_second":
|
| 87 |
-
"eval_steps_per_second":
|
| 88 |
"step": 500
|
| 89 |
}
|
| 90 |
],
|
| 91 |
"logging_steps": 50,
|
| 92 |
-
"max_steps":
|
| 93 |
"num_input_tokens_seen": 0,
|
| 94 |
"num_train_epochs": 1,
|
| 95 |
"save_steps": 500,
|
|
|
|
| 1 |
{
|
| 2 |
"best_global_step": 500,
|
| 3 |
+
"best_metric": 5.968835353851318,
|
| 4 |
"best_model_checkpoint": "./nyanja_english_warmup\\checkpoint-500",
|
| 5 |
+
"epoch": 0.25176233635448136,
|
| 6 |
"eval_steps": 500,
|
| 7 |
"global_step": 500,
|
| 8 |
"is_hyper_param_search": false,
|
|
|
|
| 10 |
"is_world_process_zero": true,
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
+
"epoch": 0.025176233635448138,
|
| 14 |
+
"grad_norm": 0.947960615158081,
|
| 15 |
+
"learning_rate": 4.876636455186304e-05,
|
| 16 |
+
"loss": 9.5286,
|
| 17 |
"step": 50
|
| 18 |
},
|
| 19 |
{
|
| 20 |
+
"epoch": 0.050352467270896276,
|
| 21 |
+
"grad_norm": 1.194724440574646,
|
| 22 |
+
"learning_rate": 4.7507552870090635e-05,
|
| 23 |
+
"loss": 8.2179,
|
| 24 |
"step": 100
|
| 25 |
},
|
| 26 |
{
|
| 27 |
+
"epoch": 0.0755287009063444,
|
| 28 |
+
"grad_norm": 0.9894101023674011,
|
| 29 |
+
"learning_rate": 4.624874118831823e-05,
|
| 30 |
+
"loss": 7.5072,
|
| 31 |
"step": 150
|
| 32 |
},
|
| 33 |
{
|
| 34 |
+
"epoch": 0.10070493454179255,
|
| 35 |
+
"grad_norm": 0.9540104269981384,
|
| 36 |
+
"learning_rate": 4.498992950654582e-05,
|
| 37 |
+
"loss": 7.1644,
|
| 38 |
"step": 200
|
| 39 |
},
|
| 40 |
{
|
| 41 |
+
"epoch": 0.12588116817724068,
|
| 42 |
+
"grad_norm": 1.0262048244476318,
|
| 43 |
+
"learning_rate": 4.3731117824773415e-05,
|
| 44 |
+
"loss": 6.9377,
|
| 45 |
"step": 250
|
| 46 |
},
|
| 47 |
{
|
| 48 |
+
"epoch": 0.1510574018126888,
|
| 49 |
+
"grad_norm": 0.916906476020813,
|
| 50 |
+
"learning_rate": 4.2472306143001015e-05,
|
| 51 |
+
"loss": 6.7447,
|
| 52 |
"step": 300
|
| 53 |
},
|
| 54 |
{
|
| 55 |
+
"epoch": 0.17623363544813697,
|
| 56 |
+
"grad_norm": 0.9376256465911865,
|
| 57 |
+
"learning_rate": 4.12134944612286e-05,
|
| 58 |
+
"loss": 6.6128,
|
| 59 |
"step": 350
|
| 60 |
},
|
| 61 |
{
|
| 62 |
+
"epoch": 0.2014098690835851,
|
| 63 |
+
"grad_norm": 0.8047090768814087,
|
| 64 |
+
"learning_rate": 3.9954682779456194e-05,
|
| 65 |
+
"loss": 6.5074,
|
| 66 |
"step": 400
|
| 67 |
},
|
| 68 |
{
|
| 69 |
+
"epoch": 0.22658610271903323,
|
| 70 |
+
"grad_norm": 0.9348500967025757,
|
| 71 |
+
"learning_rate": 3.869587109768379e-05,
|
| 72 |
+
"loss": 6.4087,
|
| 73 |
"step": 450
|
| 74 |
},
|
| 75 |
{
|
| 76 |
+
"epoch": 0.25176233635448136,
|
| 77 |
+
"grad_norm": 0.8273019194602966,
|
| 78 |
+
"learning_rate": 3.743705941591138e-05,
|
| 79 |
+
"loss": 6.3114,
|
| 80 |
"step": 500
|
| 81 |
},
|
| 82 |
{
|
| 83 |
+
"epoch": 0.25176233635448136,
|
| 84 |
+
"eval_loss": 5.968835353851318,
|
| 85 |
+
"eval_runtime": 41.9731,
|
| 86 |
+
"eval_samples_per_second": 39.859,
|
| 87 |
+
"eval_steps_per_second": 2.502,
|
| 88 |
"step": 500
|
| 89 |
}
|
| 90 |
],
|
| 91 |
"logging_steps": 50,
|
| 92 |
+
"max_steps": 1986,
|
| 93 |
"num_input_tokens_seen": 0,
|
| 94 |
"num_train_epochs": 1,
|
| 95 |
"save_steps": 500,
|
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:fd35ffac2ed4cf9159515c227a2e8bb8761c759f619e17bd96f19d5dd4c854ad
|
| 3 |
size 5713
|
config.json
CHANGED
|
@@ -12,7 +12,7 @@
|
|
| 12 |
"bos_token_id": 0,
|
| 13 |
"classif_dropout": 0.0,
|
| 14 |
"classifier_dropout": 0.0,
|
| 15 |
-
"corpus_size":
|
| 16 |
"d_model": 512,
|
| 17 |
"dataset_type": "monolingual_nyanja",
|
| 18 |
"decoder_attention_heads": 8,
|
|
@@ -27,8 +27,8 @@
|
|
| 27 |
"encoder_layerdrop": 0.0,
|
| 28 |
"encoder_layers": 6,
|
| 29 |
"eos_token_id": 0,
|
| 30 |
-
"final_training_loss":
|
| 31 |
-
"final_validation_loss": 5.
|
| 32 |
"forced_eos_token_id": 0,
|
| 33 |
"id2label": {
|
| 34 |
"0": "LABEL_0",
|
|
|
|
| 12 |
"bos_token_id": 0,
|
| 13 |
"classif_dropout": 0.0,
|
| 14 |
"classifier_dropout": 0.0,
|
| 15 |
+
"corpus_size": 31768,
|
| 16 |
"d_model": 512,
|
| 17 |
"dataset_type": "monolingual_nyanja",
|
| 18 |
"decoder_attention_heads": 8,
|
|
|
|
| 27 |
"encoder_layerdrop": 0.0,
|
| 28 |
"encoder_layers": 6,
|
| 29 |
"eos_token_id": 0,
|
| 30 |
+
"final_training_loss": 6.0598699871266835,
|
| 31 |
+
"final_validation_loss": 5.239852428436279,
|
| 32 |
"forced_eos_token_id": 0,
|
| 33 |
"id2label": {
|
| 34 |
"0": "LABEL_0",
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 299315212
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bb0a24fd315411070f2040c48bc2558a9598a57ca02ff60dc9fe44048eba942a
|
| 3 |
size 299315212
|