StephennFernandes commited on
Commit ·
3b18175
1
Parent(s): 7ec2993
askdjf
Browse files- .gitattributes +1 -0
- added_tokens.json +1 -0
- all_results.json +14 -0
- alphabet.json +1 -0
- config.json +78 -0
- eval_results.json +9 -0
- language_model/5gram.bin +3 -0
- language_model/attrs.json +1 -0
- language_model/unigrams.txt +3 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +550 -0
- training_args.bin +3 -0
- vocab.json +1 -0
.gitattributes
CHANGED
|
@@ -25,3 +25,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 25 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 26 |
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
| 27 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 25 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 26 |
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
| 27 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
+
language_model/unigrams.txt filter=lfs diff=lfs merge=lfs -text
|
added_tokens.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"<s>": 88, "</s>": 89}
|
all_results.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 0.5320505499839783,
|
| 4 |
+
"eval_runtime": 210.2131,
|
| 5 |
+
"eval_samples": 3401,
|
| 6 |
+
"eval_samples_per_second": 16.179,
|
| 7 |
+
"eval_steps_per_second": 1.013,
|
| 8 |
+
"eval_wer": 0.3199213685223138,
|
| 9 |
+
"train_loss": 0.5493880579162342,
|
| 10 |
+
"train_runtime": 54395.2991,
|
| 11 |
+
"train_samples": 30605,
|
| 12 |
+
"train_samples_per_second": 16.879,
|
| 13 |
+
"train_steps_per_second": 0.264
|
| 14 |
+
}
|
alphabet.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"labels": ["\u0925", "\u0947", "\u092d", "i", "5", "\u090b", "\u0924", "\u0940", "\u092c", "\u091c", "6", "\u092a", "\t", "7", "\u094a", "\u0910", "\u0916", "\u090d", "\u0921", "\u2019", "\u093d", "\u091a", "\u090f", "\u091e", "\u0911", "\u0905", "\u0945", "\u0926", "\u0902", "\u0909", "*", "]", "\u091d", "\u0901", "\u0920", "\u0949", "\u0907", "0", "\u0928", "\u091f", "\u0923", "\u094b", "\u0335", "1", "e", "\u0915", "\u0918", "\u0948", "\u091b", "\u092e", "\u0913", "\u0933", "\u0939", "\u0917", "\u0967", "\u0936", "\u0903", "9", "\u092b", "\u0943", "\u200d", "\u0930", "8", "\u092f", "\u0938", "\u093f", "\u094c", "\u0927", "\u0931", "\u0937", "\u0932", "2", "\u0941", "\u0935", "\u0942", "\u0919", "\u095f", " ", "[", "\u093e", "\u0906", "\u090a", "\u094d", "\u0914", "\u093c", "\u0908", "\u2047", "", "<s>", "</s>"], "is_bpe": false}
|
config.json
ADDED
|
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-xls-r-300m",
|
| 3 |
+
"activation_dropout": 0.055,
|
| 4 |
+
"apply_spec_augment": true,
|
| 5 |
+
"architectures": [
|
| 6 |
+
"Wav2Vec2ForCTC"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.094,
|
| 9 |
+
"bos_token_id": 1,
|
| 10 |
+
"codevector_dim": 768,
|
| 11 |
+
"contrastive_logits_temperature": 0.1,
|
| 12 |
+
"conv_bias": true,
|
| 13 |
+
"conv_dim": [
|
| 14 |
+
512,
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512
|
| 21 |
+
],
|
| 22 |
+
"conv_kernel": [
|
| 23 |
+
10,
|
| 24 |
+
3,
|
| 25 |
+
3,
|
| 26 |
+
3,
|
| 27 |
+
3,
|
| 28 |
+
2,
|
| 29 |
+
2
|
| 30 |
+
],
|
| 31 |
+
"conv_stride": [
|
| 32 |
+
5,
|
| 33 |
+
2,
|
| 34 |
+
2,
|
| 35 |
+
2,
|
| 36 |
+
2,
|
| 37 |
+
2,
|
| 38 |
+
2
|
| 39 |
+
],
|
| 40 |
+
"ctc_loss_reduction": "mean",
|
| 41 |
+
"ctc_zero_infinity": true,
|
| 42 |
+
"diversity_loss_weight": 0.1,
|
| 43 |
+
"do_stable_layer_norm": true,
|
| 44 |
+
"eos_token_id": 2,
|
| 45 |
+
"feat_extract_activation": "gelu",
|
| 46 |
+
"feat_extract_dropout": 0.0,
|
| 47 |
+
"feat_extract_norm": "layer",
|
| 48 |
+
"feat_proj_dropout": 0.04,
|
| 49 |
+
"feat_quantizer_dropout": 0.0,
|
| 50 |
+
"final_dropout": 0.0,
|
| 51 |
+
"gradient_checkpointing": 1,
|
| 52 |
+
"hidden_act": "gelu",
|
| 53 |
+
"hidden_dropout": 0.1,
|
| 54 |
+
"hidden_size": 1024,
|
| 55 |
+
"initializer_range": 0.02,
|
| 56 |
+
"intermediate_size": 4096,
|
| 57 |
+
"layer_norm_eps": 1e-05,
|
| 58 |
+
"layerdrop": 0.04,
|
| 59 |
+
"mask_feature_length": 10,
|
| 60 |
+
"mask_feature_prob": 0.0,
|
| 61 |
+
"mask_time_length": 10,
|
| 62 |
+
"mask_time_prob": 0.05,
|
| 63 |
+
"model_type": "wav2vec2",
|
| 64 |
+
"num_attention_heads": 16,
|
| 65 |
+
"num_codevector_groups": 2,
|
| 66 |
+
"num_codevectors_per_group": 320,
|
| 67 |
+
"num_conv_pos_embedding_groups": 16,
|
| 68 |
+
"num_conv_pos_embeddings": 128,
|
| 69 |
+
"num_feat_extract_layers": 7,
|
| 70 |
+
"num_hidden_layers": 24,
|
| 71 |
+
"num_negatives": 100,
|
| 72 |
+
"pad_token_id": 87,
|
| 73 |
+
"proj_codevector_dim": 768,
|
| 74 |
+
"torch_dtype": "float32",
|
| 75 |
+
"transformers_version": "4.8.0",
|
| 76 |
+
"use_weighted_layer_sum": false,
|
| 77 |
+
"vocab_size": 90
|
| 78 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 0.5320505499839783,
|
| 4 |
+
"eval_runtime": 210.2131,
|
| 5 |
+
"eval_samples": 3401,
|
| 6 |
+
"eval_samples_per_second": 16.179,
|
| 7 |
+
"eval_steps_per_second": 1.013,
|
| 8 |
+
"eval_wer": 0.3199213685223138
|
| 9 |
+
}
|
language_model/5gram.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ba2177b37bb40a37bb36c7e4e2a9795e44b574883d38c883ba67c9ab3c560e78
|
| 3 |
+
size 334018687
|
language_model/attrs.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"alpha": 0.5, "beta": 1.5, "unk_score_offset": -10.0, "score_boundary": true}
|
language_model/unigrams.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9662db773aa10c111d5ad487a984909796d87450cdc8da5e0b4dcd89404ad208
|
| 3 |
+
size 10603812
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0.0,
|
| 7 |
+
"processor_class": "Wav2Vec2ProcessorWithLM",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9cc9dc511453f4ec6e5ce4322bc53a8716c7b200d9f8051ceec31ef697110bc5
|
| 3 |
+
size 1262302807
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"unk_token": "[UNK]", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": "|", "special_tokens_map_file": "../../konkani_data/XLS-R-konkani/special_tokens_map.json", "tokenizer_file": null, "name_or_path": "../../konkani_data/XLS-R-konkani", "tokenizer_class": "Wav2Vec2CTCTokenizer", "processor_class": "Wav2Vec2ProcessorWithLM"}
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"train_loss": 0.5493880579162342,
|
| 4 |
+
"train_runtime": 54395.2991,
|
| 5 |
+
"train_samples": 30605,
|
| 6 |
+
"train_samples_per_second": 16.879,
|
| 7 |
+
"train_steps_per_second": 0.264
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,550 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 29.998955067920583,
|
| 5 |
+
"global_step": 14340,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.84,
|
| 12 |
+
"learning_rate": 0.000148875,
|
| 13 |
+
"loss": 6.9674,
|
| 14 |
+
"step": 400
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.84,
|
| 18 |
+
"eval_loss": 3.427687168121338,
|
| 19 |
+
"eval_runtime": 218.9995,
|
| 20 |
+
"eval_samples_per_second": 15.53,
|
| 21 |
+
"eval_steps_per_second": 0.973,
|
| 22 |
+
"eval_wer": 1.0,
|
| 23 |
+
"step": 400
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 1.67,
|
| 27 |
+
"learning_rate": 0.000298875,
|
| 28 |
+
"loss": 2.566,
|
| 29 |
+
"step": 800
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 1.67,
|
| 33 |
+
"eval_loss": 1.0569312572479248,
|
| 34 |
+
"eval_runtime": 218.6402,
|
| 35 |
+
"eval_samples_per_second": 15.555,
|
| 36 |
+
"eval_steps_per_second": 0.974,
|
| 37 |
+
"eval_wer": 0.7833242711949475,
|
| 38 |
+
"step": 800
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 2.51,
|
| 42 |
+
"learning_rate": 0.0002912038404726735,
|
| 43 |
+
"loss": 1.0118,
|
| 44 |
+
"step": 1200
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 2.51,
|
| 48 |
+
"eval_loss": 0.6927362680435181,
|
| 49 |
+
"eval_runtime": 220.9263,
|
| 50 |
+
"eval_samples_per_second": 15.394,
|
| 51 |
+
"eval_steps_per_second": 0.964,
|
| 52 |
+
"eval_wer": 0.5602283658873227,
|
| 53 |
+
"step": 1200
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 3.35,
|
| 57 |
+
"learning_rate": 0.000282341211225997,
|
| 58 |
+
"loss": 0.7536,
|
| 59 |
+
"step": 1600
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 3.35,
|
| 63 |
+
"eval_loss": 0.5688415765762329,
|
| 64 |
+
"eval_runtime": 210.7589,
|
| 65 |
+
"eval_samples_per_second": 16.137,
|
| 66 |
+
"eval_steps_per_second": 1.011,
|
| 67 |
+
"eval_wer": 0.5082395750554185,
|
| 68 |
+
"step": 1600
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 4.18,
|
| 72 |
+
"learning_rate": 0.00027347858197932054,
|
| 73 |
+
"loss": 0.6251,
|
| 74 |
+
"step": 2000
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 4.18,
|
| 78 |
+
"eval_loss": 0.5367330312728882,
|
| 79 |
+
"eval_runtime": 211.3794,
|
| 80 |
+
"eval_samples_per_second": 16.09,
|
| 81 |
+
"eval_steps_per_second": 1.008,
|
| 82 |
+
"eval_wer": 0.46095612530846125,
|
| 83 |
+
"step": 2000
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 5.02,
|
| 87 |
+
"learning_rate": 0.00026461595273264397,
|
| 88 |
+
"loss": 0.5453,
|
| 89 |
+
"step": 2400
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 5.02,
|
| 93 |
+
"eval_loss": 0.47355735301971436,
|
| 94 |
+
"eval_runtime": 211.7978,
|
| 95 |
+
"eval_samples_per_second": 16.058,
|
| 96 |
+
"eval_steps_per_second": 1.006,
|
| 97 |
+
"eval_wer": 0.4430758291856623,
|
| 98 |
+
"step": 2400
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 5.86,
|
| 102 |
+
"learning_rate": 0.0002557533234859675,
|
| 103 |
+
"loss": 0.4779,
|
| 104 |
+
"step": 2800
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 5.86,
|
| 108 |
+
"eval_loss": 0.4465107023715973,
|
| 109 |
+
"eval_runtime": 211.1636,
|
| 110 |
+
"eval_samples_per_second": 16.106,
|
| 111 |
+
"eval_steps_per_second": 1.009,
|
| 112 |
+
"eval_wer": 0.4200719394370321,
|
| 113 |
+
"step": 2800
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"epoch": 6.69,
|
| 117 |
+
"learning_rate": 0.00024689069423929094,
|
| 118 |
+
"loss": 0.4458,
|
| 119 |
+
"step": 3200
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 6.69,
|
| 123 |
+
"eval_loss": 0.4270594120025635,
|
| 124 |
+
"eval_runtime": 210.6558,
|
| 125 |
+
"eval_samples_per_second": 16.145,
|
| 126 |
+
"eval_steps_per_second": 1.011,
|
| 127 |
+
"eval_wer": 0.4025262453469405,
|
| 128 |
+
"step": 3200
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 7.53,
|
| 132 |
+
"learning_rate": 0.00023802806499261444,
|
| 133 |
+
"loss": 0.4036,
|
| 134 |
+
"step": 3600
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"epoch": 7.53,
|
| 138 |
+
"eval_loss": 0.4414581060409546,
|
| 139 |
+
"eval_runtime": 212.0272,
|
| 140 |
+
"eval_samples_per_second": 16.04,
|
| 141 |
+
"eval_steps_per_second": 1.005,
|
| 142 |
+
"eval_wer": 0.3957505541846167,
|
| 143 |
+
"step": 3600
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 8.37,
|
| 147 |
+
"learning_rate": 0.00022916543574593795,
|
| 148 |
+
"loss": 0.377,
|
| 149 |
+
"step": 4000
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 8.37,
|
| 153 |
+
"eval_loss": 0.4214448034763336,
|
| 154 |
+
"eval_runtime": 210.8625,
|
| 155 |
+
"eval_samples_per_second": 16.129,
|
| 156 |
+
"eval_steps_per_second": 1.01,
|
| 157 |
+
"eval_wer": 0.39071061106696225,
|
| 158 |
+
"step": 4000
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 9.2,
|
| 162 |
+
"learning_rate": 0.0002203028064992614,
|
| 163 |
+
"loss": 0.347,
|
| 164 |
+
"step": 4400
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"epoch": 9.2,
|
| 168 |
+
"eval_loss": 0.42906612157821655,
|
| 169 |
+
"eval_runtime": 212.1547,
|
| 170 |
+
"eval_samples_per_second": 16.031,
|
| 171 |
+
"eval_steps_per_second": 1.004,
|
| 172 |
+
"eval_wer": 0.38757371701033083,
|
| 173 |
+
"step": 4400
|
| 174 |
+
},
|
| 175 |
+
{
|
| 176 |
+
"epoch": 10.04,
|
| 177 |
+
"learning_rate": 0.00021144017725258492,
|
| 178 |
+
"loss": 0.3322,
|
| 179 |
+
"step": 4800
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"epoch": 10.04,
|
| 183 |
+
"eval_loss": 0.4414941370487213,
|
| 184 |
+
"eval_runtime": 210.3342,
|
| 185 |
+
"eval_samples_per_second": 16.17,
|
| 186 |
+
"eval_steps_per_second": 1.013,
|
| 187 |
+
"eval_wer": 0.3664728763227237,
|
| 188 |
+
"step": 4800
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 10.88,
|
| 192 |
+
"learning_rate": 0.00020257754800590837,
|
| 193 |
+
"loss": 0.311,
|
| 194 |
+
"step": 5200
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"epoch": 10.88,
|
| 198 |
+
"eval_loss": 0.40909305214881897,
|
| 199 |
+
"eval_runtime": 211.7535,
|
| 200 |
+
"eval_samples_per_second": 16.061,
|
| 201 |
+
"eval_steps_per_second": 1.006,
|
| 202 |
+
"eval_wer": 0.37214019825170436,
|
| 203 |
+
"step": 5200
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 11.71,
|
| 207 |
+
"learning_rate": 0.00019371491875923188,
|
| 208 |
+
"loss": 0.2956,
|
| 209 |
+
"step": 5600
|
| 210 |
+
},
|
| 211 |
+
{
|
| 212 |
+
"epoch": 11.71,
|
| 213 |
+
"eval_loss": 0.46582677960395813,
|
| 214 |
+
"eval_runtime": 210.74,
|
| 215 |
+
"eval_samples_per_second": 16.138,
|
| 216 |
+
"eval_steps_per_second": 1.011,
|
| 217 |
+
"eval_wer": 0.3568530678823874,
|
| 218 |
+
"step": 5600
|
| 219 |
+
},
|
| 220 |
+
{
|
| 221 |
+
"epoch": 12.55,
|
| 222 |
+
"learning_rate": 0.0001848522895125554,
|
| 223 |
+
"loss": 0.2811,
|
| 224 |
+
"step": 6000
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 12.55,
|
| 228 |
+
"eval_loss": 0.44131794571876526,
|
| 229 |
+
"eval_runtime": 210.7883,
|
| 230 |
+
"eval_samples_per_second": 16.135,
|
| 231 |
+
"eval_steps_per_second": 1.01,
|
| 232 |
+
"eval_wer": 0.3576268350830231,
|
| 233 |
+
"step": 6000
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 13.39,
|
| 237 |
+
"learning_rate": 0.00017598966026587885,
|
| 238 |
+
"loss": 0.2732,
|
| 239 |
+
"step": 6400
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"epoch": 13.39,
|
| 243 |
+
"eval_loss": 0.48606938123703003,
|
| 244 |
+
"eval_runtime": 210.0412,
|
| 245 |
+
"eval_samples_per_second": 16.192,
|
| 246 |
+
"eval_steps_per_second": 1.014,
|
| 247 |
+
"eval_wer": 0.3552846208540717,
|
| 248 |
+
"step": 6400
|
| 249 |
+
},
|
| 250 |
+
{
|
| 251 |
+
"epoch": 14.23,
|
| 252 |
+
"learning_rate": 0.00016712703101920236,
|
| 253 |
+
"loss": 0.2672,
|
| 254 |
+
"step": 6800
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 14.23,
|
| 258 |
+
"eval_loss": 0.4633455276489258,
|
| 259 |
+
"eval_runtime": 212.5303,
|
| 260 |
+
"eval_samples_per_second": 16.002,
|
| 261 |
+
"eval_steps_per_second": 1.002,
|
| 262 |
+
"eval_wer": 0.3534861349282697,
|
| 263 |
+
"step": 6800
|
| 264 |
+
},
|
| 265 |
+
{
|
| 266 |
+
"epoch": 15.06,
|
| 267 |
+
"learning_rate": 0.00015826440177252584,
|
| 268 |
+
"loss": 0.2497,
|
| 269 |
+
"step": 7200
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"epoch": 15.06,
|
| 273 |
+
"eval_loss": 0.468420147895813,
|
| 274 |
+
"eval_runtime": 210.9196,
|
| 275 |
+
"eval_samples_per_second": 16.125,
|
| 276 |
+
"eval_steps_per_second": 1.01,
|
| 277 |
+
"eval_wer": 0.3575850098289347,
|
| 278 |
+
"step": 7200
|
| 279 |
+
},
|
| 280 |
+
{
|
| 281 |
+
"epoch": 15.9,
|
| 282 |
+
"learning_rate": 0.00014940177252584932,
|
| 283 |
+
"loss": 0.2334,
|
| 284 |
+
"step": 7600
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
+
"epoch": 15.9,
|
| 288 |
+
"eval_loss": 0.4702986776828766,
|
| 289 |
+
"eval_runtime": 211.8705,
|
| 290 |
+
"eval_samples_per_second": 16.052,
|
| 291 |
+
"eval_steps_per_second": 1.005,
|
| 292 |
+
"eval_wer": 0.34524655987285124,
|
| 293 |
+
"step": 7600
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 16.74,
|
| 297 |
+
"learning_rate": 0.0001405391432791728,
|
| 298 |
+
"loss": 0.2324,
|
| 299 |
+
"step": 8000
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"epoch": 16.74,
|
| 303 |
+
"eval_loss": 0.4267388880252838,
|
| 304 |
+
"eval_runtime": 211.5039,
|
| 305 |
+
"eval_samples_per_second": 16.08,
|
| 306 |
+
"eval_steps_per_second": 1.007,
|
| 307 |
+
"eval_wer": 0.35070475553138986,
|
| 308 |
+
"step": 8000
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 17.57,
|
| 312 |
+
"learning_rate": 0.0001316765140324963,
|
| 313 |
+
"loss": 0.2166,
|
| 314 |
+
"step": 8400
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"epoch": 17.57,
|
| 318 |
+
"eval_loss": 0.4422346353530884,
|
| 319 |
+
"eval_runtime": 213.9215,
|
| 320 |
+
"eval_samples_per_second": 15.898,
|
| 321 |
+
"eval_steps_per_second": 0.996,
|
| 322 |
+
"eval_wer": 0.3400393157388431,
|
| 323 |
+
"step": 8400
|
| 324 |
+
},
|
| 325 |
+
{
|
| 326 |
+
"epoch": 18.41,
|
| 327 |
+
"learning_rate": 0.00012281388478581977,
|
| 328 |
+
"loss": 0.2116,
|
| 329 |
+
"step": 8800
|
| 330 |
+
},
|
| 331 |
+
{
|
| 332 |
+
"epoch": 18.41,
|
| 333 |
+
"eval_loss": 0.4669197201728821,
|
| 334 |
+
"eval_runtime": 213.3022,
|
| 335 |
+
"eval_samples_per_second": 15.945,
|
| 336 |
+
"eval_steps_per_second": 0.999,
|
| 337 |
+
"eval_wer": 0.33359822660922667,
|
| 338 |
+
"step": 8800
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 19.25,
|
| 342 |
+
"learning_rate": 0.00011395125553914327,
|
| 343 |
+
"loss": 0.2055,
|
| 344 |
+
"step": 9200
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"epoch": 19.25,
|
| 348 |
+
"eval_loss": 0.46659788489341736,
|
| 349 |
+
"eval_runtime": 209.6264,
|
| 350 |
+
"eval_samples_per_second": 16.224,
|
| 351 |
+
"eval_steps_per_second": 1.016,
|
| 352 |
+
"eval_wer": 0.3343510811828182,
|
| 353 |
+
"step": 9200
|
| 354 |
+
},
|
| 355 |
+
{
|
| 356 |
+
"epoch": 20.08,
|
| 357 |
+
"learning_rate": 0.00010508862629246675,
|
| 358 |
+
"loss": 0.2,
|
| 359 |
+
"step": 9600
|
| 360 |
+
},
|
| 361 |
+
{
|
| 362 |
+
"epoch": 20.08,
|
| 363 |
+
"eval_loss": 0.4791451096534729,
|
| 364 |
+
"eval_runtime": 212.2536,
|
| 365 |
+
"eval_samples_per_second": 16.023,
|
| 366 |
+
"eval_steps_per_second": 1.004,
|
| 367 |
+
"eval_wer": 0.3353967125350287,
|
| 368 |
+
"step": 9600
|
| 369 |
+
},
|
| 370 |
+
{
|
| 371 |
+
"epoch": 20.92,
|
| 372 |
+
"learning_rate": 9.622599704579024e-05,
|
| 373 |
+
"loss": 0.1851,
|
| 374 |
+
"step": 10000
|
| 375 |
+
},
|
| 376 |
+
{
|
| 377 |
+
"epoch": 20.92,
|
| 378 |
+
"eval_loss": 0.4670654237270355,
|
| 379 |
+
"eval_runtime": 209.9735,
|
| 380 |
+
"eval_samples_per_second": 16.197,
|
| 381 |
+
"eval_steps_per_second": 1.014,
|
| 382 |
+
"eval_wer": 0.33182065331046884,
|
| 383 |
+
"step": 10000
|
| 384 |
+
},
|
| 385 |
+
{
|
| 386 |
+
"epoch": 21.76,
|
| 387 |
+
"learning_rate": 8.736336779911373e-05,
|
| 388 |
+
"loss": 0.1768,
|
| 389 |
+
"step": 10400
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
+
"epoch": 21.76,
|
| 393 |
+
"eval_loss": 0.48615434765815735,
|
| 394 |
+
"eval_runtime": 211.2759,
|
| 395 |
+
"eval_samples_per_second": 16.097,
|
| 396 |
+
"eval_steps_per_second": 1.008,
|
| 397 |
+
"eval_wer": 0.33194612907273413,
|
| 398 |
+
"step": 10400
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"epoch": 22.59,
|
| 402 |
+
"learning_rate": 7.850073855243721e-05,
|
| 403 |
+
"loss": 0.1759,
|
| 404 |
+
"step": 10800
|
| 405 |
+
},
|
| 406 |
+
{
|
| 407 |
+
"epoch": 22.59,
|
| 408 |
+
"eval_loss": 0.4796726107597351,
|
| 409 |
+
"eval_runtime": 210.8467,
|
| 410 |
+
"eval_samples_per_second": 16.13,
|
| 411 |
+
"eval_steps_per_second": 1.01,
|
| 412 |
+
"eval_wer": 0.32908109916767747,
|
| 413 |
+
"step": 10800
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 23.43,
|
| 417 |
+
"learning_rate": 6.96381093057607e-05,
|
| 418 |
+
"loss": 0.1697,
|
| 419 |
+
"step": 11200
|
| 420 |
+
},
|
| 421 |
+
{
|
| 422 |
+
"epoch": 23.43,
|
| 423 |
+
"eval_loss": 0.5016443133354187,
|
| 424 |
+
"eval_runtime": 210.1285,
|
| 425 |
+
"eval_samples_per_second": 16.185,
|
| 426 |
+
"eval_steps_per_second": 1.014,
|
| 427 |
+
"eval_wer": 0.32728261324187546,
|
| 428 |
+
"step": 11200
|
| 429 |
+
},
|
| 430 |
+
{
|
| 431 |
+
"epoch": 24.27,
|
| 432 |
+
"learning_rate": 6.077548005908419e-05,
|
| 433 |
+
"loss": 0.162,
|
| 434 |
+
"step": 11600
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"epoch": 24.27,
|
| 438 |
+
"eval_loss": 0.4838166832923889,
|
| 439 |
+
"eval_runtime": 210.5105,
|
| 440 |
+
"eval_samples_per_second": 16.156,
|
| 441 |
+
"eval_steps_per_second": 1.012,
|
| 442 |
+
"eval_wer": 0.32224267012422103,
|
| 443 |
+
"step": 11600
|
| 444 |
+
},
|
| 445 |
+
{
|
| 446 |
+
"epoch": 25.1,
|
| 447 |
+
"learning_rate": 5.191285081240768e-05,
|
| 448 |
+
"loss": 0.1552,
|
| 449 |
+
"step": 12000
|
| 450 |
+
},
|
| 451 |
+
{
|
| 452 |
+
"epoch": 25.1,
|
| 453 |
+
"eval_loss": 0.4953179657459259,
|
| 454 |
+
"eval_runtime": 214.2232,
|
| 455 |
+
"eval_samples_per_second": 15.876,
|
| 456 |
+
"eval_steps_per_second": 0.994,
|
| 457 |
+
"eval_wer": 0.3248985737588356,
|
| 458 |
+
"step": 12000
|
| 459 |
+
},
|
| 460 |
+
{
|
| 461 |
+
"epoch": 25.94,
|
| 462 |
+
"learning_rate": 4.3050221565731165e-05,
|
| 463 |
+
"loss": 0.1505,
|
| 464 |
+
"step": 12400
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"epoch": 25.94,
|
| 468 |
+
"eval_loss": 0.5147430300712585,
|
| 469 |
+
"eval_runtime": 213.2541,
|
| 470 |
+
"eval_samples_per_second": 15.948,
|
| 471 |
+
"eval_steps_per_second": 0.999,
|
| 472 |
+
"eval_wer": 0.320444184198419,
|
| 473 |
+
"step": 12400
|
| 474 |
+
},
|
| 475 |
+
{
|
| 476 |
+
"epoch": 26.78,
|
| 477 |
+
"learning_rate": 3.418759231905465e-05,
|
| 478 |
+
"loss": 0.1505,
|
| 479 |
+
"step": 12800
|
| 480 |
+
},
|
| 481 |
+
{
|
| 482 |
+
"epoch": 26.78,
|
| 483 |
+
"eval_loss": 0.5216009616851807,
|
| 484 |
+
"eval_runtime": 214.5736,
|
| 485 |
+
"eval_samples_per_second": 15.85,
|
| 486 |
+
"eval_steps_per_second": 0.993,
|
| 487 |
+
"eval_wer": 0.32184533021038103,
|
| 488 |
+
"step": 12800
|
| 489 |
+
},
|
| 490 |
+
{
|
| 491 |
+
"epoch": 27.61,
|
| 492 |
+
"learning_rate": 2.534711964549483e-05,
|
| 493 |
+
"loss": 0.1441,
|
| 494 |
+
"step": 13200
|
| 495 |
+
},
|
| 496 |
+
{
|
| 497 |
+
"epoch": 27.61,
|
| 498 |
+
"eval_loss": 0.5204435586929321,
|
| 499 |
+
"eval_runtime": 210.4984,
|
| 500 |
+
"eval_samples_per_second": 16.157,
|
| 501 |
+
"eval_steps_per_second": 1.012,
|
| 502 |
+
"eval_wer": 0.32084152411225897,
|
| 503 |
+
"step": 13200
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"epoch": 28.45,
|
| 507 |
+
"learning_rate": 1.6506646971935004e-05,
|
| 508 |
+
"loss": 0.1432,
|
| 509 |
+
"step": 13600
|
| 510 |
+
},
|
| 511 |
+
{
|
| 512 |
+
"epoch": 28.45,
|
| 513 |
+
"eval_loss": 0.5269867777824402,
|
| 514 |
+
"eval_runtime": 210.8697,
|
| 515 |
+
"eval_samples_per_second": 16.128,
|
| 516 |
+
"eval_steps_per_second": 1.01,
|
| 517 |
+
"eval_wer": 0.31854113513739596,
|
| 518 |
+
"step": 13600
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"epoch": 29.29,
|
| 522 |
+
"learning_rate": 7.644017725258493e-06,
|
| 523 |
+
"loss": 0.1379,
|
| 524 |
+
"step": 14000
|
| 525 |
+
},
|
| 526 |
+
{
|
| 527 |
+
"epoch": 29.29,
|
| 528 |
+
"eval_loss": 0.5423755049705505,
|
| 529 |
+
"eval_runtime": 212.2394,
|
| 530 |
+
"eval_samples_per_second": 16.024,
|
| 531 |
+
"eval_steps_per_second": 1.004,
|
| 532 |
+
"eval_wer": 0.3176209795474508,
|
| 533 |
+
"step": 14000
|
| 534 |
+
},
|
| 535 |
+
{
|
| 536 |
+
"epoch": 30.0,
|
| 537 |
+
"step": 14340,
|
| 538 |
+
"total_flos": 2.519939618068477e+20,
|
| 539 |
+
"train_loss": 0.5493880579162342,
|
| 540 |
+
"train_runtime": 54395.2991,
|
| 541 |
+
"train_samples_per_second": 16.879,
|
| 542 |
+
"train_steps_per_second": 0.264
|
| 543 |
+
}
|
| 544 |
+
],
|
| 545 |
+
"max_steps": 14340,
|
| 546 |
+
"num_train_epochs": 30,
|
| 547 |
+
"total_flos": 2.519939618068477e+20,
|
| 548 |
+
"trial_name": null,
|
| 549 |
+
"trial_params": null
|
| 550 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d96ea3bb8c12990fc3033e3717e917a2e69392e05145af21c98f3996837104c
|
| 3 |
+
size 2607
|
vocab.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"थ": 0, "े": 1, "भ": 2, "i": 3, "5": 4, "ऋ": 5, "त": 6, "ी": 7, "ब": 8, "ज": 9, "6": 10, "प": 11, "\t": 12, "7": 13, "ॊ": 14, "ऐ": 15, "ख": 16, "ऍ": 17, "ड": 18, "’": 19, "ऽ": 20, "च": 21, "ए": 22, "ञ": 23, "ऑ": 24, "अ": 25, "ॅ": 26, "द": 27, "ं": 28, "उ": 29, "*": 30, "]": 31, "झ": 32, "ँ": 33, "ठ": 34, "ॉ": 35, "इ": 36, "0": 37, "न": 38, "ट": 39, "ण": 40, "ो": 41, "̵": 42, "1": 43, "e": 44, "क": 45, "घ": 46, "ै": 47, "छ": 48, "म": 49, "ओ": 50, "ळ": 51, "ह": 52, "ग": 53, "१": 54, "श": 55, "ः": 56, "9": 57, "फ": 58, "ृ": 59, "": 60, "र": 61, "8": 62, "य": 63, "स": 64, "ि": 65, "ौ": 66, "ध": 67, "ऱ": 68, "ष": 69, "ल": 70, "2": 71, "ु": 72, "व": 73, "ू": 74, "ङ": 75, "य़": 76, "[": 78, "ा": 79, "आ": 80, "ऊ": 81, "्": 82, "औ": 83, "़": 84, "ई": 85, "|": 77, "[UNK]": 86, "[PAD]": 87}
|