Commit
·
508f442
1
Parent(s):
70fdfe0
Fixed character mapping, training with 8 epochs
Browse files- .gitignore +2 -1
- checkpoints/{checkpoint-48000 → checkpoint-29500}/config.json +0 -0
- checkpoints/{checkpoint-48000 → checkpoint-29500}/generation_config.json +0 -0
- checkpoints/{checkpoint-48000 → checkpoint-29500}/model.safetensors +1 -1
- checkpoints/{checkpoint-48500 → checkpoint-29500}/optimizer.pt +1 -1
- checkpoints/{checkpoint-48500 → checkpoint-29500}/rng_state.pth +1 -1
- checkpoints/{checkpoint-48958 → checkpoint-29500}/scaler.pt +1 -1
- checkpoints/{checkpoint-48000 → checkpoint-29500}/scheduler.pt +1 -1
- checkpoints/{checkpoint-48000 → checkpoint-29500}/special_tokens_map.json +0 -0
- checkpoints/{checkpoint-48000 → checkpoint-29500}/spiece.model +0 -0
- checkpoints/{checkpoint-48000 → checkpoint-29500}/tokenizer.json +0 -0
- checkpoints/{checkpoint-48000 → checkpoint-29500}/tokenizer_config.json +0 -0
- checkpoints/checkpoint-29500/trainer_state.json +447 -0
- checkpoints/{checkpoint-48500 → checkpoint-29500}/training_args.bin +1 -1
- checkpoints/{checkpoint-48500 → checkpoint-30000}/config.json +0 -0
- checkpoints/{checkpoint-48500 → checkpoint-30000}/generation_config.json +0 -0
- checkpoints/{checkpoint-48500 → checkpoint-30000}/model.safetensors +1 -1
- checkpoints/{checkpoint-48000 → checkpoint-30000}/optimizer.pt +1 -1
- checkpoints/{checkpoint-48958 → checkpoint-30000}/rng_state.pth +1 -1
- checkpoints/{checkpoint-48500 → checkpoint-30000}/scaler.pt +1 -1
- checkpoints/{checkpoint-48500 → checkpoint-30000}/scheduler.pt +1 -1
- checkpoints/{checkpoint-48500 → checkpoint-30000}/special_tokens_map.json +0 -0
- checkpoints/{checkpoint-48500 → checkpoint-30000}/spiece.model +0 -0
- checkpoints/{checkpoint-48500 → checkpoint-30000}/tokenizer.json +0 -0
- checkpoints/{checkpoint-48500 → checkpoint-30000}/tokenizer_config.json +0 -0
- checkpoints/checkpoint-30000/trainer_state.json +454 -0
- checkpoints/{checkpoint-48000 → checkpoint-30000}/training_args.bin +1 -1
- checkpoints/{checkpoint-48958 → checkpoint-30128}/config.json +0 -0
- checkpoints/{checkpoint-48958 → checkpoint-30128}/generation_config.json +0 -0
- checkpoints/{checkpoint-48958 → checkpoint-30128}/model.safetensors +1 -1
- checkpoints/{checkpoint-48958 → checkpoint-30128}/optimizer.pt +1 -1
- checkpoints/{checkpoint-48000 → checkpoint-30128}/rng_state.pth +1 -1
- checkpoints/{checkpoint-48000 → checkpoint-30128}/scaler.pt +1 -1
- checkpoints/{checkpoint-48958 → checkpoint-30128}/scheduler.pt +1 -1
- checkpoints/{checkpoint-48958 → checkpoint-30128}/special_tokens_map.json +0 -0
- checkpoints/{checkpoint-48958 → checkpoint-30128}/spiece.model +0 -0
- checkpoints/{checkpoint-48958 → checkpoint-30128}/tokenizer.json +0 -0
- checkpoints/{checkpoint-48958 → checkpoint-30128}/tokenizer_config.json +0 -0
- checkpoints/checkpoint-30128/trainer_state.json +454 -0
- checkpoints/{checkpoint-48958 → checkpoint-30128}/training_args.bin +1 -1
- checkpoints/checkpoint-48000/trainer_state.json +0 -706
- checkpoints/checkpoint-48500/trainer_state.json +0 -713
- checkpoints/checkpoint-48958/trainer_state.json +0 -713
- model.safetensors +1 -1
- src/data/clean_corpus.jsonl +2 -2
- src/data/generate_cyr_lat_pairs.py +52 -21
- src/data/kazakh_latin_corpus.jsonl +2 -2
- src/train_t5.py +1 -1
.gitignore
CHANGED
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@@ -1,3 +1,4 @@
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/src/data/extracted
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/src/data/cached_lm_GPT2TokenizerFast_16_kazakh_latin_corpus.txt.lock
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/logs/**
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/src/data/extracted
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/src/data/cached_lm_GPT2TokenizerFast_16_kazakh_latin_corpus.txt.lock
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/logs/**
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/src/test_t5.py
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checkpoints/{checkpoint-48000 → checkpoint-29500}/config.json
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checkpoints/{checkpoint-48000 → checkpoint-29500}/generation_config.json
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checkpoints/{checkpoint-48000 → checkpoint-29500}/model.safetensors
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checkpoints/{checkpoint-48000 → checkpoint-29500}/special_tokens_map.json
RENAMED
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checkpoints/{checkpoint-48000 → checkpoint-29500}/spiece.model
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checkpoints/{checkpoint-48000 → checkpoint-29500}/tokenizer.json
RENAMED
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checkpoints/{checkpoint-48000 → checkpoint-29500}/tokenizer_config.json
RENAMED
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checkpoints/{checkpoint-48500 → checkpoint-30000}/generation_config.json
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checkpoints/{checkpoint-48500 → checkpoint-30000}/model.safetensors
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checkpoints/{checkpoint-48500 → checkpoint-30000}/tokenizer.json
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checkpoints/{checkpoint-48958 → checkpoint-30128}/scheduler.pt
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checkpoints/{checkpoint-48958 → checkpoint-30128}/special_tokens_map.json
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checkpoints/{checkpoint-48958 → checkpoint-30128}/spiece.model
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checkpoints/{checkpoint-48958 → checkpoint-30128}/tokenizer.json
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checkpoints/{checkpoint-48958 → checkpoint-30128}/tokenizer_config.json
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"num_input_tokens_seen": 0,
|
| 695 |
-
"num_train_epochs": 13,
|
| 696 |
-
"save_steps": 500,
|
| 697 |
-
"stateful_callbacks": {
|
| 698 |
-
"TrainerControl": {
|
| 699 |
-
"args": {
|
| 700 |
-
"should_epoch_stop": false,
|
| 701 |
-
"should_evaluate": false,
|
| 702 |
-
"should_log": false,
|
| 703 |
-
"should_save": true,
|
| 704 |
-
"should_training_stop": true
|
| 705 |
-
},
|
| 706 |
-
"attributes": {}
|
| 707 |
-
}
|
| 708 |
-
},
|
| 709 |
-
"total_flos": 1.060038268378153e+17,
|
| 710 |
-
"train_batch_size": 32,
|
| 711 |
-
"trial_name": null,
|
| 712 |
-
"trial_params": null
|
| 713 |
-
}
|
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|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 242041896
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c80a0cfc2db55db1dfa355590567e32e3a667c714291cca4e29780a242d11605
|
| 3 |
size 242041896
|
src/data/clean_corpus.jsonl
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 sha256:4d60854be8ec118d766e050b63140bbd56c124f9f0d357f8448c30cff10b0d92
|
| 3 |
+
size 628321869
|
src/data/generate_cyr_lat_pairs.py
CHANGED
|
@@ -4,28 +4,59 @@ import json
|
|
| 4 |
|
| 5 |
# Kazakh Cyrillic character to the Kazakh Latin character mapping from 2021 onwards
|
| 6 |
cyrillic_to_latin = {
|
| 7 |
-
"А": "A", "а": "a",
|
| 8 |
-
"
|
| 9 |
-
"
|
| 10 |
-
"Д": "D", "д": "d",
|
|
|
|
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|
|
| 11 |
"Ё": "Io", "ё": "io",
|
| 12 |
-
"Ж": "Zh", "ж": "zh", "З": "Z", "з": "z",
|
| 13 |
-
"И": "I", "и": "i", "Й": "Y", "й": "y",
|
| 14 |
-
"К": "K", "к": "k", "Қ": "Q", "қ": "q",
|
| 15 |
-
"Л": "L", "л": "l", "М": "M", "м": "m",
|
| 16 |
-
"Н": "N", "н": "n", "Ң": "Ñ", "ң": "ñ",
|
| 17 |
-
"О": "O", "о": "o", "Ө": "Ö", "ө": "ö",
|
| 18 |
-
"П": "P", "п": "p", "Р": "R", "р": "r",
|
| 19 |
-
"С": "S", "с": "s", "Т": "T", "т": "t",
|
| 20 |
-
"У": "U", "у": "u", "Ұ": "Ū", "ұ": "ū",
|
| 21 |
-
"Ү": "Ü", "ү": "ü", "Ф": "F", "ф": "f",
|
| 22 |
-
"Х": "H", "х": "h", "Һ": "H", "һ": "h",
|
| 23 |
-
"Ц": "Ts", "ц": "ts", "Ч": "Tş", "ч": "tş",
|
| 24 |
-
"Ш": "Ş", "ш": "ş", "Щ": "Ştş", "щ": "ştş",
|
| 25 |
-
"Ъ": "", "ъ": "", "Ы": "Y", "ы": "y",
|
| 26 |
-
"І": "I", "і": "i", "Ь": "", "ь": "",
|
| 27 |
-
"Э": "E", "э": "e", "Ю": "Iu", "ю": "iu",
|
| 28 |
-
"Я": "Ia", "я": "ia"
|
| 29 |
}
|
| 30 |
|
| 31 |
|
|
|
|
| 4 |
|
| 5 |
# Kazakh Cyrillic character to the Kazakh Latin character mapping from 2021 onwards
|
| 6 |
cyrillic_to_latin = {
|
| 7 |
+
"А": "A", "а": "a",
|
| 8 |
+
"Ә": "Ä", "ә": "ä",
|
| 9 |
+
"Б": "B", "б": "b",
|
| 10 |
+
"Д": "D", "д": "d",
|
| 11 |
+
"Е": "E", "е": "e",
|
| 12 |
+
"Ф": "F", "ф": "f",
|
| 13 |
+
"Г": "G", "г": "g",
|
| 14 |
+
"Ғ": "Ğ", "ғ": "ğ",
|
| 15 |
+
"Х": "H", "х": "h", # also Һ, see below
|
| 16 |
+
"Һ": "H", "һ": "h",
|
| 17 |
+
|
| 18 |
+
"И": "I", "и": "i", # used for [и], [й]
|
| 19 |
+
"І": "I", "і": "i", # distinct from И in sound, both map to 'I/i'
|
| 20 |
+
"Ж": "J", "ж": "j",
|
| 21 |
+
|
| 22 |
+
"К": "K", "к": "k",
|
| 23 |
+
"Қ": "Q", "қ": "q",
|
| 24 |
+
"Л": "L", "л": "l",
|
| 25 |
+
"М": "M", "м": "m",
|
| 26 |
+
"Н": "N", "н": "n",
|
| 27 |
+
"Ң": "Ñ", "ң": "ñ",
|
| 28 |
+
|
| 29 |
+
"О": "O", "о": "o",
|
| 30 |
+
"Ө": "Ö", "ө": "ö",
|
| 31 |
+
|
| 32 |
+
"П": "P", "п": "p",
|
| 33 |
+
"Р": "R", "р": "r",
|
| 34 |
+
"С": "S", "с": "s",
|
| 35 |
+
"Ш": "Ş", "ш": "ş",
|
| 36 |
+
"Т": "T", "т": "t",
|
| 37 |
+
|
| 38 |
+
"У": "U", "у": "u", # basic 'u' sound, distinct from Ұ
|
| 39 |
+
"Ұ": "Ū", "ұ": "ū", # back rounded, used frequently
|
| 40 |
+
"Ү": "Ü", "ү": "ü", # front rounded
|
| 41 |
+
|
| 42 |
+
"В": "V", "в": "v",
|
| 43 |
+
"Ы": "Y", "ы": "y",
|
| 44 |
+
"Й": "I", "й": "i", # same treatment as И
|
| 45 |
+
"Ц": "Ts", "ц": "ts", # for Russian borrowings
|
| 46 |
+
"Ч": "Ch", "ч": "ch",
|
| 47 |
+
"Щ": "Ş", "щ": "ş", # typically simplified to 'ş'
|
| 48 |
+
|
| 49 |
+
"Э": "E", "э": "e",
|
| 50 |
+
"Ю": "Iu", "ю": "iu", # borrowed words only
|
| 51 |
+
"Я": "Ia", "я": "ia",
|
| 52 |
+
|
| 53 |
+
"Ъ": "", "ъ": "",
|
| 54 |
+
"Ь": "", "ь": "",
|
| 55 |
+
|
| 56 |
+
"З": "Z", "з": "z",
|
| 57 |
+
|
| 58 |
+
# Additional (not in table but used in borrowings)
|
| 59 |
"Ё": "Io", "ё": "io",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 60 |
}
|
| 61 |
|
| 62 |
|
src/data/kazakh_latin_corpus.jsonl
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 sha256:4d60854be8ec118d766e050b63140bbd56c124f9f0d357f8448c30cff10b0d92
|
| 3 |
+
size 628321869
|
src/train_t5.py
CHANGED
|
@@ -49,7 +49,7 @@ data_collator = DataCollatorForSeq2Seq(tokenizer = tokeniser, model = model)
|
|
| 49 |
training_args = TrainingArguments(
|
| 50 |
output_dir = output_dir,
|
| 51 |
overwrite_output_dir = True,
|
| 52 |
-
num_train_epochs =
|
| 53 |
per_device_train_batch_size = 32,
|
| 54 |
gradient_accumulation_steps = 2,
|
| 55 |
save_strategy = "steps",
|
|
|
|
| 49 |
training_args = TrainingArguments(
|
| 50 |
output_dir = output_dir,
|
| 51 |
overwrite_output_dir = True,
|
| 52 |
+
num_train_epochs = 15,
|
| 53 |
per_device_train_batch_size = 32,
|
| 54 |
gradient_accumulation_steps = 2,
|
| 55 |
save_strategy = "steps",
|