Hugging Face's logo

dsfsi
/
ss-en-m2m100-gov

Text2Text Generation
Transformers
PyTorch
Safetensors
Swati
English
m2m_100
m2m100
translation
africanlp
african
siswati
Inference Endpoints
Model card Files Community
5
vukosi commited on
Commit
00e8e38
•
1 Parent(s): b3debb4

Upload 12 files

Browse files

Adding first files.

Files changed (12) hide show
  1. all_results.json +23 -0
  2. config.json +38 -0
  3. eval_results.json +10 -0
  4. generation_config.json +11 -0
  5. predict_results.json +9 -0
  6. pytorch_model.bin +3 -0
  7. sentencepiece.bpe.model +3 -0
  8. special_tokens_map.json +109 -0
  9. tokenizer_config.json +119 -0
  10. train_results.json +9 -0
  11. trainer_state.json +115 -0
  12. training_args.bin +3 -0
all_results.json ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "eval_bleu": 28.5377,
4
+ "eval_gen_len": 34.2604,
5
+ "eval_loss": 1.8521575927734375,
6
+ "eval_runtime": 584.9245,
7
+ "eval_samples": 1513,
8
+ "eval_samples_per_second": 2.587,
9
+ "eval_steps_per_second": 0.648,
10
+ "predict_bleu": 28.7245,
11
+ "predict_gen_len": 34.8057,
12
+ "predict_loss": 1.8454431295394897,
13
+ "predict_runtime": 1207.8207,
14
+ "predict_samples": 3027,
15
+ "predict_samples_per_second": 2.506,
16
+ "predict_steps_per_second": 0.627,
17
+ "total_flos": 5838088796626944.0,
18
+ "train_loss": 1.867107309785279,
19
+ "train_runtime": 3985.5921,
20
+ "train_samples": 10599,
21
+ "train_samples_per_second": 7.978,
22
+ "train_steps_per_second": 1.995
23
+ }
config.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "facebook/m2m100_418M",
3
+ "activation_dropout": 0.0,
4
+ "activation_function": "relu",
5
+ "architectures": [
6
+ "M2M100ForConditionalGeneration"
7
+ ],
8
+ "attention_dropout": 0.1,
9
+ "bos_token_id": 0,
10
+ "d_model": 1024,
11
+ "decoder_attention_heads": 16,
12
+ "decoder_ffn_dim": 4096,
13
+ "decoder_layerdrop": 0.05,
14
+ "decoder_layers": 12,
15
+ "decoder_start_token_id": 2,
16
+ "dropout": 0.1,
17
+ "early_stopping": true,
18
+ "encoder_attention_heads": 16,
19
+ "encoder_ffn_dim": 4096,
20
+ "encoder_layerdrop": 0.05,
21
+ "encoder_layers": 12,
22
+ "eos_token_id": 2,
23
+ "forced_bos_token_id": 128088,
24
+ "gradient_checkpointing": false,
25
+ "init_std": 0.02,
26
+ "is_encoder_decoder": true,
27
+ "max_length": 200,
28
+ "max_position_embeddings": 1024,
29
+ "model_type": "m2m_100",
30
+ "num_beams": 5,
31
+ "num_hidden_layers": 12,
32
+ "pad_token_id": 1,
33
+ "scale_embedding": true,
34
+ "torch_dtype": "float32",
35
+ "transformers_version": "4.26.0",
36
+ "use_cache": true,
37
+ "vocab_size": 128112
38
+ }
eval_results.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "eval_bleu": 28.5377,
4
+ "eval_gen_len": 34.2604,
5
+ "eval_loss": 1.8521575927734375,
6
+ "eval_runtime": 584.9245,
7
+ "eval_samples": 1513,
8
+ "eval_samples_per_second": 2.587,
9
+ "eval_steps_per_second": 0.648
10
+ }
generation_config.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 0,
4
+ "decoder_start_token_id": 2,
5
+ "early_stopping": true,
6
+ "eos_token_id": 2,
7
+ "max_length": 200,
8
+ "num_beams": 5,
9
+ "pad_token_id": 1,
10
+ "transformers_version": "4.26.0"
11
+ }
predict_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "predict_bleu": 28.7245,
3
+ "predict_gen_len": 34.8057,
4
+ "predict_loss": 1.8454431295394897,
5
+ "predict_runtime": 1207.8207,
6
+ "predict_samples": 3027,
7
+ "predict_samples_per_second": 2.506,
8
+ "predict_steps_per_second": 0.627
9
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac7eed8f3a9de8cda070890ac492e30363cb87d43fb17f20f9c481bd14411fc3
3
+ size 1944201353
sentencepiece.bpe.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d8f7c76ed2a5e0822be39f0a4f95a55eb19c78f4593ce609e2edbc2aea4d380a
3
+ size 2423393
special_tokens_map.json ADDED
@@ -0,0 +1,109 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "__af__",
4
+ "__am__",
5
+ "__ar__",
6
+ "__ast__",
7
+ "__az__",
8
+ "__ba__",
9
+ "__be__",
10
+ "__bg__",
11
+ "__bn__",
12
+ "__br__",
13
+ "__bs__",
14
+ "__ca__",
15
+ "__ceb__",
16
+ "__cs__",
17
+ "__cy__",
18
+ "__da__",
19
+ "__de__",
20
+ "__el__",
21
+ "__en__",
22
+ "__es__",
23
+ "__et__",
24
+ "__fa__",
25
+ "__ff__",
26
+ "__fi__",
27
+ "__fr__",
28
+ "__fy__",
29
+ "__ga__",
30
+ "__gd__",
31
+ "__gl__",
32
+ "__gu__",
33
+ "__ha__",
34
+ "__he__",
35
+ "__hi__",
36
+ "__hr__",
37
+ "__ht__",
38
+ "__hu__",
39
+ "__hy__",
40
+ "__id__",
41
+ "__ig__",
42
+ "__ilo__",
43
+ "__is__",
44
+ "__it__",
45
+ "__ja__",
46
+ "__jv__",
47
+ "__ka__",
48
+ "__kk__",
49
+ "__km__",
50
+ "__kn__",
51
+ "__ko__",
52
+ "__lb__",
53
+ "__lg__",
54
+ "__ln__",
55
+ "__lo__",
56
+ "__lt__",
57
+ "__lv__",
58
+ "__mg__",
59
+ "__mk__",
60
+ "__ml__",
61
+ "__mn__",
62
+ "__mr__",
63
+ "__ms__",
64
+ "__my__",
65
+ "__ne__",
66
+ "__nl__",
67
+ "__no__",
68
+ "__ns__",
69
+ "__oc__",
70
+ "__or__",
71
+ "__pa__",
72
+ "__pl__",
73
+ "__ps__",
74
+ "__pt__",
75
+ "__ro__",
76
+ "__ru__",
77
+ "__sd__",
78
+ "__si__",
79
+ "__sk__",
80
+ "__sl__",
81
+ "__so__",
82
+ "__sq__",
83
+ "__sr__",
84
+ "__ss__",
85
+ "__su__",
86
+ "__sv__",
87
+ "__sw__",
88
+ "__ta__",
89
+ "__th__",
90
+ "__tl__",
91
+ "__tn__",
92
+ "__tr__",
93
+ "__uk__",
94
+ "__ur__",
95
+ "__uz__",
96
+ "__vi__",
97
+ "__wo__",
98
+ "__xh__",
99
+ "__yi__",
100
+ "__yo__",
101
+ "__zh__",
102
+ "__zu__"
103
+ ],
104
+ "bos_token": "<s>",
105
+ "eos_token": "</s>",
106
+ "pad_token": "<pad>",
107
+ "sep_token": "</s>",
108
+ "unk_token": "<unk>"
109
+ }
tokenizer_config.json ADDED
@@ -0,0 +1,119 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "__af__",
4
+ "__am__",
5
+ "__ar__",
6
+ "__ast__",
7
+ "__az__",
8
+ "__ba__",
9
+ "__be__",
10
+ "__bg__",
11
+ "__bn__",
12
+ "__br__",
13
+ "__bs__",
14
+ "__ca__",
15
+ "__ceb__",
16
+ "__cs__",
17
+ "__cy__",
18
+ "__da__",
19
+ "__de__",
20
+ "__el__",
21
+ "__en__",
22
+ "__es__",
23
+ "__et__",
24
+ "__fa__",
25
+ "__ff__",
26
+ "__fi__",
27
+ "__fr__",
28
+ "__fy__",
29
+ "__ga__",
30
+ "__gd__",
31
+ "__gl__",
32
+ "__gu__",
33
+ "__ha__",
34
+ "__he__",
35
+ "__hi__",
36
+ "__hr__",
37
+ "__ht__",
38
+ "__hu__",
39
+ "__hy__",
40
+ "__id__",
41
+ "__ig__",
42
+ "__ilo__",
43
+ "__is__",
44
+ "__it__",
45
+ "__ja__",
46
+ "__jv__",
47
+ "__ka__",
48
+ "__kk__",
49
+ "__km__",
50
+ "__kn__",
51
+ "__ko__",
52
+ "__lb__",
53
+ "__lg__",
54
+ "__ln__",
55
+ "__lo__",
56
+ "__lt__",
57
+ "__lv__",
58
+ "__mg__",
59
+ "__mk__",
60
+ "__ml__",
61
+ "__mn__",
62
+ "__mr__",
63
+ "__ms__",
64
+ "__my__",
65
+ "__ne__",
66
+ "__nl__",
67
+ "__no__",
68
+ "__ns__",
69
+ "__oc__",
70
+ "__or__",
71
+ "__pa__",
72
+ "__pl__",
73
+ "__ps__",
74
+ "__pt__",
75
+ "__ro__",
76
+ "__ru__",
77
+ "__sd__",
78
+ "__si__",
79
+ "__sk__",
80
+ "__sl__",
81
+ "__so__",
82
+ "__sq__",
83
+ "__sr__",
84
+ "__ss__",
85
+ "__su__",
86
+ "__sv__",
87
+ "__sw__",
88
+ "__ta__",
89
+ "__th__",
90
+ "__tl__",
91
+ "__tn__",
92
+ "__tr__",
93
+ "__uk__",
94
+ "__ur__",
95
+ "__uz__",
96
+ "__vi__",
97
+ "__wo__",
98
+ "__xh__",
99
+ "__yi__",
100
+ "__yo__",
101
+ "__zh__",
102
+ "__zu__"
103
+ ],
104
+ "bos_token": "<s>",
105
+ "eos_token": "</s>",
106
+ "language_codes": "m2m100",
107
+ "model_max_length": 1024,
108
+ "name_or_path": "facebook/m2m100_418M",
109
+ "num_madeup_words": 8,
110
+ "pad_token": "<pad>",
111
+ "sep_token": "</s>",
112
+ "sp_model_kwargs": {},
113
+ "special_tokens_map_file": "m2m_100_1.2B_v2/special_tokens_map.json",
114
+ "src_lang": null,
115
+ "tgt_lang": null,
116
+ "tokenizer_class": "M2M100Tokenizer",
117
+ "tokenizer_file": null,
118
+ "unk_token": "<unk>"
119
+ }
train_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 5838088796626944.0,
4
+ "train_loss": 1.867107309785279,
5
+ "train_runtime": 3985.5921,
6
+ "train_samples": 10599,
7
+ "train_samples_per_second": 7.978,
8
+ "train_steps_per_second": 1.995
9
+ }
trainer_state.json ADDED
@@ -0,0 +1,115 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 3.0,
5
+ "global_step": 7950,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.19,
12
+ "learning_rate": 4.685534591194969e-05,
13
+ "loss": 3.2357,
14
+ "step": 500
15
+ },
16
+ {
17
+ "epoch": 0.38,
18
+ "learning_rate": 4.3710691823899376e-05,
19
+ "loss": 2.6834,
20
+ "step": 1000
21
+ },
22
+ {
23
+ "epoch": 0.57,
24
+ "learning_rate": 4.0566037735849064e-05,
25
+ "loss": 2.4737,
26
+ "step": 1500
27
+ },
28
+ {
29
+ "epoch": 0.75,
30
+ "learning_rate": 3.7421383647798744e-05,
31
+ "loss": 2.3981,
32
+ "step": 2000
33
+ },
34
+ {
35
+ "epoch": 0.94,
36
+ "learning_rate": 3.4276729559748424e-05,
37
+ "loss": 2.2355,
38
+ "step": 2500
39
+ },
40
+ {
41
+ "epoch": 1.13,
42
+ "learning_rate": 3.113207547169811e-05,
43
+ "loss": 1.9009,
44
+ "step": 3000
45
+ },
46
+ {
47
+ "epoch": 1.32,
48
+ "learning_rate": 2.7987421383647798e-05,
49
+ "loss": 1.7445,
50
+ "step": 3500
51
+ },
52
+ {
53
+ "epoch": 1.51,
54
+ "learning_rate": 2.4842767295597485e-05,
55
+ "loss": 1.7823,
56
+ "step": 4000
57
+ },
58
+ {
59
+ "epoch": 1.7,
60
+ "learning_rate": 2.1698113207547172e-05,
61
+ "loss": 1.7014,
62
+ "step": 4500
63
+ },
64
+ {
65
+ "epoch": 1.89,
66
+ "learning_rate": 1.8553459119496856e-05,
67
+ "loss": 1.7119,
68
+ "step": 5000
69
+ },
70
+ {
71
+ "epoch": 2.08,
72
+ "learning_rate": 1.540880503144654e-05,
73
+ "loss": 1.4952,
74
+ "step": 5500
75
+ },
76
+ {
77
+ "epoch": 2.26,
78
+ "learning_rate": 1.2264150943396227e-05,
79
+ "loss": 1.2917,
80
+ "step": 6000
81
+ },
82
+ {
83
+ "epoch": 2.45,
84
+ "learning_rate": 9.119496855345912e-06,
85
+ "loss": 1.2734,
86
+ "step": 6500
87
+ },
88
+ {
89
+ "epoch": 2.64,
90
+ "learning_rate": 5.974842767295598e-06,
91
+ "loss": 1.3188,
92
+ "step": 7000
93
+ },
94
+ {
95
+ "epoch": 2.83,
96
+ "learning_rate": 2.830188679245283e-06,
97
+ "loss": 1.2928,
98
+ "step": 7500
99
+ },
100
+ {
101
+ "epoch": 3.0,
102
+ "step": 7950,
103
+ "total_flos": 5838088796626944.0,
104
+ "train_loss": 1.867107309785279,
105
+ "train_runtime": 3985.5921,
106
+ "train_samples_per_second": 7.978,
107
+ "train_steps_per_second": 1.995
108
+ }
109
+ ],
110
+ "max_steps": 7950,
111
+ "num_train_epochs": 3,
112
+ "total_flos": 5838088796626944.0,
113
+ "trial_name": null,
114
+ "trial_params": null
115
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4174d6e765c92a608cd6d04eafa7d1c0f8db078ca3a1f3e1fd131519fdd83c9d
3
+ size 3643