savi8sant8s commited on
Commit
dca44ef
·
verified ·
1 Parent(s): 73661d8

Upload 45 files

Browse files
Files changed (46) hide show
  1. .gitattributes +4 -0
  2. bart/model/config.json +75 -0
  3. bart/model/events.out.tfevents.1725577804.savio.7542.0 +3 -0
  4. bart/model/generation_config.json +13 -0
  5. bart/model/merges.txt +0 -0
  6. bart/model/model.safetensors +3 -0
  7. bart/model/special_tokens_map.json +51 -0
  8. bart/model/tokenizer_config.json +57 -0
  9. bart/model/vocab.json +0 -0
  10. bart/nohup.out +0 -0
  11. byt5/model/added_tokens.json +127 -0
  12. byt5/model/config.json +39 -0
  13. byt5/model/events.out.tfevents.1725905553.savio.255141.0 +3 -0
  14. byt5/model/generation_config.json +8 -0
  15. byt5/model/model.safetensors +3 -0
  16. byt5/model/special_tokens_map.json +150 -0
  17. byt5/model/tokenizer_config.json +1162 -0
  18. byt5/nohup.out +0 -0
  19. gervasio/model/description.json +358 -0
  20. gervasio/model/model/llm_eval_examples/0.csv +0 -0
  21. gervasio/model/model/logs/training/events.out.tfevents.1725963146.user-System-Product-Name.62720.0 +3 -0
  22. gervasio/model/model/logs/validation/events.out.tfevents.1725963146.user-System-Product-Name.62720.1 +3 -0
  23. gervasio/model/model/model_hyperparameters.json +0 -0
  24. gervasio/model/model/model_weights/README.md +202 -0
  25. gervasio/model/model/model_weights/adapter_config.json +29 -0
  26. gervasio/model/model/model_weights/adapter_model.safetensors +3 -0
  27. gervasio/model/model/training_checkpoints/best.ckpt +3 -0
  28. gervasio/model/model/training_checkpoints/latest.ckpt +3 -0
  29. gervasio/model/model/training_progress.json +3 -0
  30. gervasio/model/model/training_set_metadata.json +0 -0
  31. gervasio/model/training_statistics.json +55 -0
  32. gervasio/nohup.out +3 -0
  33. sabia/model/description.json +357 -0
  34. sabia/model/model/llm_eval_examples/0.csv +0 -0
  35. sabia/model/model/logs/training/events.out.tfevents.1725791539.user-System-Product-Name.56936.0 +3 -0
  36. sabia/model/model/logs/validation/events.out.tfevents.1725791539.user-System-Product-Name.56936.1 +3 -0
  37. sabia/model/model/model_hyperparameters.json +0 -0
  38. sabia/model/model/model_weights/README.md +202 -0
  39. sabia/model/model/model_weights/adapter_config.json +28 -0
  40. sabia/model/model/model_weights/adapter_model.safetensors +3 -0
  41. sabia/model/model/training_checkpoints/best.ckpt +3 -0
  42. sabia/model/model/training_checkpoints/latest.ckpt +3 -0
  43. sabia/model/model/training_progress.json +3 -0
  44. sabia/model/model/training_set_metadata.json +0 -0
  45. sabia/model/training_statistics.json +55 -0
  46. sabia/nohup.out +3 -0
.gitattributes CHANGED
@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ gervasio/model/model/training_progress.json filter=lfs diff=lfs merge=lfs -text
37
+ gervasio/nohup.out filter=lfs diff=lfs merge=lfs -text
38
+ sabia/model/model/training_progress.json filter=lfs diff=lfs merge=lfs -text
39
+ sabia/nohup.out filter=lfs diff=lfs merge=lfs -text
bart/model/config.json ADDED
@@ -0,0 +1,75 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "adalbertojunior/bart-base-portuguese",
3
+ "activation_dropout": 0.1,
4
+ "activation_function": "gelu",
5
+ "add_bias_logits": false,
6
+ "add_final_layer_norm": false,
7
+ "architectures": [
8
+ "BartForConditionalGeneration"
9
+ ],
10
+ "attention_dropout": 0.1,
11
+ "bos_token_id": 0,
12
+ "classif_dropout": 0.1,
13
+ "classifier_dropout": 0.0,
14
+ "d_model": 768,
15
+ "decoder_attention_heads": 12,
16
+ "decoder_ffn_dim": 3072,
17
+ "decoder_layerdrop": 0.0,
18
+ "decoder_layers": 6,
19
+ "decoder_start_token_id": 2,
20
+ "dropout": 0.1,
21
+ "early_stopping": true,
22
+ "encoder_attention_heads": 12,
23
+ "encoder_ffn_dim": 3072,
24
+ "encoder_layerdrop": 0.0,
25
+ "encoder_layers": 6,
26
+ "eos_token_id": 2,
27
+ "forced_bos_token_id": 0,
28
+ "forced_eos_token_id": 2,
29
+ "gradient_checkpointing": false,
30
+ "id2label": {
31
+ "0": "LABEL_0",
32
+ "1": "LABEL_1",
33
+ "2": "LABEL_2"
34
+ },
35
+ "init_std": 0.02,
36
+ "is_encoder_decoder": true,
37
+ "label2id": {
38
+ "LABEL_0": 0,
39
+ "LABEL_1": 1,
40
+ "LABEL_2": 2
41
+ },
42
+ "max_position_embeddings": 1024,
43
+ "model_type": "bart",
44
+ "no_repeat_ngram_size": 3,
45
+ "normalize_before": false,
46
+ "normalize_embedding": true,
47
+ "num_beams": 4,
48
+ "num_hidden_layers": 6,
49
+ "pad_token_id": 1,
50
+ "scale_embedding": false,
51
+ "task_specific_params": {
52
+ "summarization": {
53
+ "length_penalty": 1.0,
54
+ "max_length": 128,
55
+ "min_length": 12,
56
+ "num_beams": 4
57
+ },
58
+ "summarization_cnn": {
59
+ "length_penalty": 2.0,
60
+ "max_length": 142,
61
+ "min_length": 56,
62
+ "num_beams": 4
63
+ },
64
+ "summarization_xsum": {
65
+ "length_penalty": 1.0,
66
+ "max_length": 62,
67
+ "min_length": 11,
68
+ "num_beams": 6
69
+ }
70
+ },
71
+ "torch_dtype": "float32",
72
+ "transformers_version": "4.44.2",
73
+ "use_cache": true,
74
+ "vocab_size": 50265
75
+ }
bart/model/events.out.tfevents.1725577804.savio.7542.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5bb00df6b0cf72d7d1105bae43bc676b9cbf39af976e6246ed73ce93730924f8
3
+ size 54970
bart/model/generation_config.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ "forced_bos_token_id": 0,
8
+ "forced_eos_token_id": 2,
9
+ "no_repeat_ngram_size": 3,
10
+ "num_beams": 4,
11
+ "pad_token_id": 1,
12
+ "transformers_version": "4.44.2"
13
+ }
bart/model/merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
bart/model/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d2a940ff0adda6d7c46324a667106ea47b76095f59ea178e85f366ec4795ca15
3
+ size 557912620
bart/model/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": true,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
bart/model/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "added_tokens_decoder": {
4
+ "0": {
5
+ "content": "<s>",
6
+ "lstrip": false,
7
+ "normalized": false,
8
+ "rstrip": false,
9
+ "single_word": false,
10
+ "special": true
11
+ },
12
+ "1": {
13
+ "content": "<pad>",
14
+ "lstrip": false,
15
+ "normalized": false,
16
+ "rstrip": false,
17
+ "single_word": false,
18
+ "special": true
19
+ },
20
+ "2": {
21
+ "content": "</s>",
22
+ "lstrip": false,
23
+ "normalized": false,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ },
28
+ "3": {
29
+ "content": "<unk>",
30
+ "lstrip": false,
31
+ "normalized": false,
32
+ "rstrip": false,
33
+ "single_word": false,
34
+ "special": true
35
+ },
36
+ "50264": {
37
+ "content": "<mask>",
38
+ "lstrip": true,
39
+ "normalized": false,
40
+ "rstrip": false,
41
+ "single_word": false,
42
+ "special": true
43
+ }
44
+ },
45
+ "bos_token": "<s>",
46
+ "clean_up_tokenization_spaces": true,
47
+ "cls_token": "<s>",
48
+ "eos_token": "</s>",
49
+ "errors": "replace",
50
+ "mask_token": "<mask>",
51
+ "model_max_length": 1000000000000000019884624838656,
52
+ "pad_token": "<pad>",
53
+ "sep_token": "</s>",
54
+ "tokenizer_class": "BartTokenizer",
55
+ "trim_offsets": true,
56
+ "unk_token": "<unk>"
57
+ }
bart/model/vocab.json ADDED
The diff for this file is too large to render. See raw diff
 
bart/nohup.out ADDED
The diff for this file is too large to render. See raw diff
 
byt5/model/added_tokens.json ADDED
@@ -0,0 +1,127 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "<extra_id_0>": 259,
3
+ "<extra_id_100>": 359,
4
+ "<extra_id_101>": 360,
5
+ "<extra_id_102>": 361,
6
+ "<extra_id_103>": 362,
7
+ "<extra_id_104>": 363,
8
+ "<extra_id_105>": 364,
9
+ "<extra_id_106>": 365,
10
+ "<extra_id_107>": 366,
11
+ "<extra_id_108>": 367,
12
+ "<extra_id_109>": 368,
13
+ "<extra_id_10>": 269,
14
+ "<extra_id_110>": 369,
15
+ "<extra_id_111>": 370,
16
+ "<extra_id_112>": 371,
17
+ "<extra_id_113>": 372,
18
+ "<extra_id_114>": 373,
19
+ "<extra_id_115>": 374,
20
+ "<extra_id_116>": 375,
21
+ "<extra_id_117>": 376,
22
+ "<extra_id_118>": 377,
23
+ "<extra_id_119>": 378,
24
+ "<extra_id_11>": 270,
25
+ "<extra_id_120>": 379,
26
+ "<extra_id_121>": 380,
27
+ "<extra_id_122>": 381,
28
+ "<extra_id_123>": 382,
29
+ "<extra_id_124>": 383,
30
+ "<extra_id_12>": 271,
31
+ "<extra_id_13>": 272,
32
+ "<extra_id_14>": 273,
33
+ "<extra_id_15>": 274,
34
+ "<extra_id_16>": 275,
35
+ "<extra_id_17>": 276,
36
+ "<extra_id_18>": 277,
37
+ "<extra_id_19>": 278,
38
+ "<extra_id_1>": 260,
39
+ "<extra_id_20>": 279,
40
+ "<extra_id_21>": 280,
41
+ "<extra_id_22>": 281,
42
+ "<extra_id_23>": 282,
43
+ "<extra_id_24>": 283,
44
+ "<extra_id_25>": 284,
45
+ "<extra_id_26>": 285,
46
+ "<extra_id_27>": 286,
47
+ "<extra_id_28>": 287,
48
+ "<extra_id_29>": 288,
49
+ "<extra_id_2>": 261,
50
+ "<extra_id_30>": 289,
51
+ "<extra_id_31>": 290,
52
+ "<extra_id_32>": 291,
53
+ "<extra_id_33>": 292,
54
+ "<extra_id_34>": 293,
55
+ "<extra_id_35>": 294,
56
+ "<extra_id_36>": 295,
57
+ "<extra_id_37>": 296,
58
+ "<extra_id_38>": 297,
59
+ "<extra_id_39>": 298,
60
+ "<extra_id_3>": 262,
61
+ "<extra_id_40>": 299,
62
+ "<extra_id_41>": 300,
63
+ "<extra_id_42>": 301,
64
+ "<extra_id_43>": 302,
65
+ "<extra_id_44>": 303,
66
+ "<extra_id_45>": 304,
67
+ "<extra_id_46>": 305,
68
+ "<extra_id_47>": 306,
69
+ "<extra_id_48>": 307,
70
+ "<extra_id_49>": 308,
71
+ "<extra_id_4>": 263,
72
+ "<extra_id_50>": 309,
73
+ "<extra_id_51>": 310,
74
+ "<extra_id_52>": 311,
75
+ "<extra_id_53>": 312,
76
+ "<extra_id_54>": 313,
77
+ "<extra_id_55>": 314,
78
+ "<extra_id_56>": 315,
79
+ "<extra_id_57>": 316,
80
+ "<extra_id_58>": 317,
81
+ "<extra_id_59>": 318,
82
+ "<extra_id_5>": 264,
83
+ "<extra_id_60>": 319,
84
+ "<extra_id_61>": 320,
85
+ "<extra_id_62>": 321,
86
+ "<extra_id_63>": 322,
87
+ "<extra_id_64>": 323,
88
+ "<extra_id_65>": 324,
89
+ "<extra_id_66>": 325,
90
+ "<extra_id_67>": 326,
91
+ "<extra_id_68>": 327,
92
+ "<extra_id_69>": 328,
93
+ "<extra_id_6>": 265,
94
+ "<extra_id_70>": 329,
95
+ "<extra_id_71>": 330,
96
+ "<extra_id_72>": 331,
97
+ "<extra_id_73>": 332,
98
+ "<extra_id_74>": 333,
99
+ "<extra_id_75>": 334,
100
+ "<extra_id_76>": 335,
101
+ "<extra_id_77>": 336,
102
+ "<extra_id_78>": 337,
103
+ "<extra_id_79>": 338,
104
+ "<extra_id_7>": 266,
105
+ "<extra_id_80>": 339,
106
+ "<extra_id_81>": 340,
107
+ "<extra_id_82>": 341,
108
+ "<extra_id_83>": 342,
109
+ "<extra_id_84>": 343,
110
+ "<extra_id_85>": 344,
111
+ "<extra_id_86>": 345,
112
+ "<extra_id_87>": 346,
113
+ "<extra_id_88>": 347,
114
+ "<extra_id_89>": 348,
115
+ "<extra_id_8>": 267,
116
+ "<extra_id_90>": 349,
117
+ "<extra_id_91>": 350,
118
+ "<extra_id_92>": 351,
119
+ "<extra_id_93>": 352,
120
+ "<extra_id_94>": 353,
121
+ "<extra_id_95>": 354,
122
+ "<extra_id_96>": 355,
123
+ "<extra_id_97>": 356,
124
+ "<extra_id_98>": 357,
125
+ "<extra_id_99>": 358,
126
+ "<extra_id_9>": 268
127
+ }
byt5/model/config.json ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "pierreguillou/byt5-small-qa-squad-v1.1-portuguese",
3
+ "architectures": [
4
+ "T5ForConditionalGeneration"
5
+ ],
6
+ "classifier_dropout": 0.0,
7
+ "d_ff": 3584,
8
+ "d_kv": 64,
9
+ "d_model": 1472,
10
+ "decoder_start_token_id": 0,
11
+ "dense_act_fn": "gelu_new",
12
+ "dropout_rate": 0.1,
13
+ "eos_token_id": 1,
14
+ "feed_forward_proj": "gated-gelu",
15
+ "initializer_factor": 1.0,
16
+ "is_encoder_decoder": true,
17
+ "is_gated_act": true,
18
+ "layer_norm_epsilon": 1e-06,
19
+ "model_type": "t5",
20
+ "num_decoder_layers": 4,
21
+ "num_heads": 6,
22
+ "num_layers": 12,
23
+ "pad_token_id": 0,
24
+ "relative_attention_max_distance": 128,
25
+ "relative_attention_num_buckets": 32,
26
+ "task_specific_params": {
27
+ "text2text-generation": {
28
+ "max_length": 64,
29
+ "num_beams": 1,
30
+ "prefix": ""
31
+ }
32
+ },
33
+ "tie_word_embeddings": false,
34
+ "tokenizer_class": "ByT5Tokenizer",
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.44.2",
37
+ "use_cache": false,
38
+ "vocab_size": 384
39
+ }
byt5/model/events.out.tfevents.1725905553.savio.255141.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:813fb737a0ff077870f9e31f84ad261612759a52433e45cdabd000e85595dbeb
3
+ size 403482
byt5/model/generation_config.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "decoder_start_token_id": 0,
4
+ "eos_token_id": 1,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "4.44.2",
7
+ "use_cache": false
8
+ }
byt5/model/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73c613b8d7e9d9ba7efe12c8460952e6ad360b2895a9fee0db17ee838cbe151e
3
+ size 1198571496
byt5/model/special_tokens_map.json ADDED
@@ -0,0 +1,150 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "<extra_id_0>",
4
+ "<extra_id_1>",
5
+ "<extra_id_2>",
6
+ "<extra_id_3>",
7
+ "<extra_id_4>",
8
+ "<extra_id_5>",
9
+ "<extra_id_6>",
10
+ "<extra_id_7>",
11
+ "<extra_id_8>",
12
+ "<extra_id_9>",
13
+ "<extra_id_10>",
14
+ "<extra_id_11>",
15
+ "<extra_id_12>",
16
+ "<extra_id_13>",
17
+ "<extra_id_14>",
18
+ "<extra_id_15>",
19
+ "<extra_id_16>",
20
+ "<extra_id_17>",
21
+ "<extra_id_18>",
22
+ "<extra_id_19>",
23
+ "<extra_id_20>",
24
+ "<extra_id_21>",
25
+ "<extra_id_22>",
26
+ "<extra_id_23>",
27
+ "<extra_id_24>",
28
+ "<extra_id_25>",
29
+ "<extra_id_26>",
30
+ "<extra_id_27>",
31
+ "<extra_id_28>",
32
+ "<extra_id_29>",
33
+ "<extra_id_30>",
34
+ "<extra_id_31>",
35
+ "<extra_id_32>",
36
+ "<extra_id_33>",
37
+ "<extra_id_34>",
38
+ "<extra_id_35>",
39
+ "<extra_id_36>",
40
+ "<extra_id_37>",
41
+ "<extra_id_38>",
42
+ "<extra_id_39>",
43
+ "<extra_id_40>",
44
+ "<extra_id_41>",
45
+ "<extra_id_42>",
46
+ "<extra_id_43>",
47
+ "<extra_id_44>",
48
+ "<extra_id_45>",
49
+ "<extra_id_46>",
50
+ "<extra_id_47>",
51
+ "<extra_id_48>",
52
+ "<extra_id_49>",
53
+ "<extra_id_50>",
54
+ "<extra_id_51>",
55
+ "<extra_id_52>",
56
+ "<extra_id_53>",
57
+ "<extra_id_54>",
58
+ "<extra_id_55>",
59
+ "<extra_id_56>",
60
+ "<extra_id_57>",
61
+ "<extra_id_58>",
62
+ "<extra_id_59>",
63
+ "<extra_id_60>",
64
+ "<extra_id_61>",
65
+ "<extra_id_62>",
66
+ "<extra_id_63>",
67
+ "<extra_id_64>",
68
+ "<extra_id_65>",
69
+ "<extra_id_66>",
70
+ "<extra_id_67>",
71
+ "<extra_id_68>",
72
+ "<extra_id_69>",
73
+ "<extra_id_70>",
74
+ "<extra_id_71>",
75
+ "<extra_id_72>",
76
+ "<extra_id_73>",
77
+ "<extra_id_74>",
78
+ "<extra_id_75>",
79
+ "<extra_id_76>",
80
+ "<extra_id_77>",
81
+ "<extra_id_78>",
82
+ "<extra_id_79>",
83
+ "<extra_id_80>",
84
+ "<extra_id_81>",
85
+ "<extra_id_82>",
86
+ "<extra_id_83>",
87
+ "<extra_id_84>",
88
+ "<extra_id_85>",
89
+ "<extra_id_86>",
90
+ "<extra_id_87>",
91
+ "<extra_id_88>",
92
+ "<extra_id_89>",
93
+ "<extra_id_90>",
94
+ "<extra_id_91>",
95
+ "<extra_id_92>",
96
+ "<extra_id_93>",
97
+ "<extra_id_94>",
98
+ "<extra_id_95>",
99
+ "<extra_id_96>",
100
+ "<extra_id_97>",
101
+ "<extra_id_98>",
102
+ "<extra_id_99>",
103
+ "<extra_id_100>",
104
+ "<extra_id_101>",
105
+ "<extra_id_102>",
106
+ "<extra_id_103>",
107
+ "<extra_id_104>",
108
+ "<extra_id_105>",
109
+ "<extra_id_106>",
110
+ "<extra_id_107>",
111
+ "<extra_id_108>",
112
+ "<extra_id_109>",
113
+ "<extra_id_110>",
114
+ "<extra_id_111>",
115
+ "<extra_id_112>",
116
+ "<extra_id_113>",
117
+ "<extra_id_114>",
118
+ "<extra_id_115>",
119
+ "<extra_id_116>",
120
+ "<extra_id_117>",
121
+ "<extra_id_118>",
122
+ "<extra_id_119>",
123
+ "<extra_id_120>",
124
+ "<extra_id_121>",
125
+ "<extra_id_122>",
126
+ "<extra_id_123>",
127
+ "<extra_id_124>"
128
+ ],
129
+ "eos_token": {
130
+ "content": "</s>",
131
+ "lstrip": false,
132
+ "normalized": true,
133
+ "rstrip": false,
134
+ "single_word": false
135
+ },
136
+ "pad_token": {
137
+ "content": "<pad>",
138
+ "lstrip": false,
139
+ "normalized": true,
140
+ "rstrip": false,
141
+ "single_word": false
142
+ },
143
+ "unk_token": {
144
+ "content": "<unk>",
145
+ "lstrip": false,
146
+ "normalized": true,
147
+ "rstrip": false,
148
+ "single_word": false
149
+ }
150
+ }
byt5/model/tokenizer_config.json ADDED
@@ -0,0 +1,1162 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<pad>",
5
+ "lstrip": false,
6
+ "normalized": true,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "</s>",
13
+ "lstrip": false,
14
+ "normalized": true,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "<unk>",
21
+ "lstrip": false,
22
+ "normalized": true,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "259": {
28
+ "content": "<extra_id_0>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "260": {
36
+ "content": "<extra_id_1>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ },
43
+ "261": {
44
+ "content": "<extra_id_2>",
45
+ "lstrip": false,
46
+ "normalized": false,
47
+ "rstrip": false,
48
+ "single_word": false,
49
+ "special": true
50
+ },
51
+ "262": {
52
+ "content": "<extra_id_3>",
53
+ "lstrip": false,
54
+ "normalized": false,
55
+ "rstrip": false,
56
+ "single_word": false,
57
+ "special": true
58
+ },
59
+ "263": {
60
+ "content": "<extra_id_4>",
61
+ "lstrip": false,
62
+ "normalized": false,
63
+ "rstrip": false,
64
+ "single_word": false,
65
+ "special": true
66
+ },
67
+ "264": {
68
+ "content": "<extra_id_5>",
69
+ "lstrip": false,
70
+ "normalized": false,
71
+ "rstrip": false,
72
+ "single_word": false,
73
+ "special": true
74
+ },
75
+ "265": {
76
+ "content": "<extra_id_6>",
77
+ "lstrip": false,
78
+ "normalized": false,
79
+ "rstrip": false,
80
+ "single_word": false,
81
+ "special": true
82
+ },
83
+ "266": {
84
+ "content": "<extra_id_7>",
85
+ "lstrip": false,
86
+ "normalized": false,
87
+ "rstrip": false,
88
+ "single_word": false,
89
+ "special": true
90
+ },
91
+ "267": {
92
+ "content": "<extra_id_8>",
93
+ "lstrip": false,
94
+ "normalized": false,
95
+ "rstrip": false,
96
+ "single_word": false,
97
+ "special": true
98
+ },
99
+ "268": {
100
+ "content": "<extra_id_9>",
101
+ "lstrip": false,
102
+ "normalized": false,
103
+ "rstrip": false,
104
+ "single_word": false,
105
+ "special": true
106
+ },
107
+ "269": {
108
+ "content": "<extra_id_10>",
109
+ "lstrip": false,
110
+ "normalized": false,
111
+ "rstrip": false,
112
+ "single_word": false,
113
+ "special": true
114
+ },
115
+ "270": {
116
+ "content": "<extra_id_11>",
117
+ "lstrip": false,
118
+ "normalized": false,
119
+ "rstrip": false,
120
+ "single_word": false,
121
+ "special": true
122
+ },
123
+ "271": {
124
+ "content": "<extra_id_12>",
125
+ "lstrip": false,
126
+ "normalized": false,
127
+ "rstrip": false,
128
+ "single_word": false,
129
+ "special": true
130
+ },
131
+ "272": {
132
+ "content": "<extra_id_13>",
133
+ "lstrip": false,
134
+ "normalized": false,
135
+ "rstrip": false,
136
+ "single_word": false,
137
+ "special": true
138
+ },
139
+ "273": {
140
+ "content": "<extra_id_14>",
141
+ "lstrip": false,
142
+ "normalized": false,
143
+ "rstrip": false,
144
+ "single_word": false,
145
+ "special": true
146
+ },
147
+ "274": {
148
+ "content": "<extra_id_15>",
149
+ "lstrip": false,
150
+ "normalized": false,
151
+ "rstrip": false,
152
+ "single_word": false,
153
+ "special": true
154
+ },
155
+ "275": {
156
+ "content": "<extra_id_16>",
157
+ "lstrip": false,
158
+ "normalized": false,
159
+ "rstrip": false,
160
+ "single_word": false,
161
+ "special": true
162
+ },
163
+ "276": {
164
+ "content": "<extra_id_17>",
165
+ "lstrip": false,
166
+ "normalized": false,
167
+ "rstrip": false,
168
+ "single_word": false,
169
+ "special": true
170
+ },
171
+ "277": {
172
+ "content": "<extra_id_18>",
173
+ "lstrip": false,
174
+ "normalized": false,
175
+ "rstrip": false,
176
+ "single_word": false,
177
+ "special": true
178
+ },
179
+ "278": {
180
+ "content": "<extra_id_19>",
181
+ "lstrip": false,
182
+ "normalized": false,
183
+ "rstrip": false,
184
+ "single_word": false,
185
+ "special": true
186
+ },
187
+ "279": {
188
+ "content": "<extra_id_20>",
189
+ "lstrip": false,
190
+ "normalized": false,
191
+ "rstrip": false,
192
+ "single_word": false,
193
+ "special": true
194
+ },
195
+ "280": {
196
+ "content": "<extra_id_21>",
197
+ "lstrip": false,
198
+ "normalized": false,
199
+ "rstrip": false,
200
+ "single_word": false,
201
+ "special": true
202
+ },
203
+ "281": {
204
+ "content": "<extra_id_22>",
205
+ "lstrip": false,
206
+ "normalized": false,
207
+ "rstrip": false,
208
+ "single_word": false,
209
+ "special": true
210
+ },
211
+ "282": {
212
+ "content": "<extra_id_23>",
213
+ "lstrip": false,
214
+ "normalized": false,
215
+ "rstrip": false,
216
+ "single_word": false,
217
+ "special": true
218
+ },
219
+ "283": {
220
+ "content": "<extra_id_24>",
221
+ "lstrip": false,
222
+ "normalized": false,
223
+ "rstrip": false,
224
+ "single_word": false,
225
+ "special": true
226
+ },
227
+ "284": {
228
+ "content": "<extra_id_25>",
229
+ "lstrip": false,
230
+ "normalized": false,
231
+ "rstrip": false,
232
+ "single_word": false,
233
+ "special": true
234
+ },
235
+ "285": {
236
+ "content": "<extra_id_26>",
237
+ "lstrip": false,
238
+ "normalized": false,
239
+ "rstrip": false,
240
+ "single_word": false,
241
+ "special": true
242
+ },
243
+ "286": {
244
+ "content": "<extra_id_27>",
245
+ "lstrip": false,
246
+ "normalized": false,
247
+ "rstrip": false,
248
+ "single_word": false,
249
+ "special": true
250
+ },
251
+ "287": {
252
+ "content": "<extra_id_28>",
253
+ "lstrip": false,
254
+ "normalized": false,
255
+ "rstrip": false,
256
+ "single_word": false,
257
+ "special": true
258
+ },
259
+ "288": {
260
+ "content": "<extra_id_29>",
261
+ "lstrip": false,
262
+ "normalized": false,
263
+ "rstrip": false,
264
+ "single_word": false,
265
+ "special": true
266
+ },
267
+ "289": {
268
+ "content": "<extra_id_30>",
269
+ "lstrip": false,
270
+ "normalized": false,
271
+ "rstrip": false,
272
+ "single_word": false,
273
+ "special": true
274
+ },
275
+ "290": {
276
+ "content": "<extra_id_31>",
277
+ "lstrip": false,
278
+ "normalized": false,
279
+ "rstrip": false,
280
+ "single_word": false,
281
+ "special": true
282
+ },
283
+ "291": {
284
+ "content": "<extra_id_32>",
285
+ "lstrip": false,
286
+ "normalized": false,
287
+ "rstrip": false,
288
+ "single_word": false,
289
+ "special": true
290
+ },
291
+ "292": {
292
+ "content": "<extra_id_33>",
293
+ "lstrip": false,
294
+ "normalized": false,
295
+ "rstrip": false,
296
+ "single_word": false,
297
+ "special": true
298
+ },
299
+ "293": {
300
+ "content": "<extra_id_34>",
301
+ "lstrip": false,
302
+ "normalized": false,
303
+ "rstrip": false,
304
+ "single_word": false,
305
+ "special": true
306
+ },
307
+ "294": {
308
+ "content": "<extra_id_35>",
309
+ "lstrip": false,
310
+ "normalized": false,
311
+ "rstrip": false,
312
+ "single_word": false,
313
+ "special": true
314
+ },
315
+ "295": {
316
+ "content": "<extra_id_36>",
317
+ "lstrip": false,
318
+ "normalized": false,
319
+ "rstrip": false,
320
+ "single_word": false,
321
+ "special": true
322
+ },
323
+ "296": {
324
+ "content": "<extra_id_37>",
325
+ "lstrip": false,
326
+ "normalized": false,
327
+ "rstrip": false,
328
+ "single_word": false,
329
+ "special": true
330
+ },
331
+ "297": {
332
+ "content": "<extra_id_38>",
333
+ "lstrip": false,
334
+ "normalized": false,
335
+ "rstrip": false,
336
+ "single_word": false,
337
+ "special": true
338
+ },
339
+ "298": {
340
+ "content": "<extra_id_39>",
341
+ "lstrip": false,
342
+ "normalized": false,
343
+ "rstrip": false,
344
+ "single_word": false,
345
+ "special": true
346
+ },
347
+ "299": {
348
+ "content": "<extra_id_40>",
349
+ "lstrip": false,
350
+ "normalized": false,
351
+ "rstrip": false,
352
+ "single_word": false,
353
+ "special": true
354
+ },
355
+ "300": {
356
+ "content": "<extra_id_41>",
357
+ "lstrip": false,
358
+ "normalized": false,
359
+ "rstrip": false,
360
+ "single_word": false,
361
+ "special": true
362
+ },
363
+ "301": {
364
+ "content": "<extra_id_42>",
365
+ "lstrip": false,
366
+ "normalized": false,
367
+ "rstrip": false,
368
+ "single_word": false,
369
+ "special": true
370
+ },
371
+ "302": {
372
+ "content": "<extra_id_43>",
373
+ "lstrip": false,
374
+ "normalized": false,
375
+ "rstrip": false,
376
+ "single_word": false,
377
+ "special": true
378
+ },
379
+ "303": {
380
+ "content": "<extra_id_44>",
381
+ "lstrip": false,
382
+ "normalized": false,
383
+ "rstrip": false,
384
+ "single_word": false,
385
+ "special": true
386
+ },
387
+ "304": {
388
+ "content": "<extra_id_45>",
389
+ "lstrip": false,
390
+ "normalized": false,
391
+ "rstrip": false,
392
+ "single_word": false,
393
+ "special": true
394
+ },
395
+ "305": {
396
+ "content": "<extra_id_46>",
397
+ "lstrip": false,
398
+ "normalized": false,
399
+ "rstrip": false,
400
+ "single_word": false,
401
+ "special": true
402
+ },
403
+ "306": {
404
+ "content": "<extra_id_47>",
405
+ "lstrip": false,
406
+ "normalized": false,
407
+ "rstrip": false,
408
+ "single_word": false,
409
+ "special": true
410
+ },
411
+ "307": {
412
+ "content": "<extra_id_48>",
413
+ "lstrip": false,
414
+ "normalized": false,
415
+ "rstrip": false,
416
+ "single_word": false,
417
+ "special": true
418
+ },
419
+ "308": {
420
+ "content": "<extra_id_49>",
421
+ "lstrip": false,
422
+ "normalized": false,
423
+ "rstrip": false,
424
+ "single_word": false,
425
+ "special": true
426
+ },
427
+ "309": {
428
+ "content": "<extra_id_50>",
429
+ "lstrip": false,
430
+ "normalized": false,
431
+ "rstrip": false,
432
+ "single_word": false,
433
+ "special": true
434
+ },
435
+ "310": {
436
+ "content": "<extra_id_51>",
437
+ "lstrip": false,
438
+ "normalized": false,
439
+ "rstrip": false,
440
+ "single_word": false,
441
+ "special": true
442
+ },
443
+ "311": {
444
+ "content": "<extra_id_52>",
445
+ "lstrip": false,
446
+ "normalized": false,
447
+ "rstrip": false,
448
+ "single_word": false,
449
+ "special": true
450
+ },
451
+ "312": {
452
+ "content": "<extra_id_53>",
453
+ "lstrip": false,
454
+ "normalized": false,
455
+ "rstrip": false,
456
+ "single_word": false,
457
+ "special": true
458
+ },
459
+ "313": {
460
+ "content": "<extra_id_54>",
461
+ "lstrip": false,
462
+ "normalized": false,
463
+ "rstrip": false,
464
+ "single_word": false,
465
+ "special": true
466
+ },
467
+ "314": {
468
+ "content": "<extra_id_55>",
469
+ "lstrip": false,
470
+ "normalized": false,
471
+ "rstrip": false,
472
+ "single_word": false,
473
+ "special": true
474
+ },
475
+ "315": {
476
+ "content": "<extra_id_56>",
477
+ "lstrip": false,
478
+ "normalized": false,
479
+ "rstrip": false,
480
+ "single_word": false,
481
+ "special": true
482
+ },
483
+ "316": {
484
+ "content": "<extra_id_57>",
485
+ "lstrip": false,
486
+ "normalized": false,
487
+ "rstrip": false,
488
+ "single_word": false,
489
+ "special": true
490
+ },
491
+ "317": {
492
+ "content": "<extra_id_58>",
493
+ "lstrip": false,
494
+ "normalized": false,
495
+ "rstrip": false,
496
+ "single_word": false,
497
+ "special": true
498
+ },
499
+ "318": {
500
+ "content": "<extra_id_59>",
501
+ "lstrip": false,
502
+ "normalized": false,
503
+ "rstrip": false,
504
+ "single_word": false,
505
+ "special": true
506
+ },
507
+ "319": {
508
+ "content": "<extra_id_60>",
509
+ "lstrip": false,
510
+ "normalized": false,
511
+ "rstrip": false,
512
+ "single_word": false,
513
+ "special": true
514
+ },
515
+ "320": {
516
+ "content": "<extra_id_61>",
517
+ "lstrip": false,
518
+ "normalized": false,
519
+ "rstrip": false,
520
+ "single_word": false,
521
+ "special": true
522
+ },
523
+ "321": {
524
+ "content": "<extra_id_62>",
525
+ "lstrip": false,
526
+ "normalized": false,
527
+ "rstrip": false,
528
+ "single_word": false,
529
+ "special": true
530
+ },
531
+ "322": {
532
+ "content": "<extra_id_63>",
533
+ "lstrip": false,
534
+ "normalized": false,
535
+ "rstrip": false,
536
+ "single_word": false,
537
+ "special": true
538
+ },
539
+ "323": {
540
+ "content": "<extra_id_64>",
541
+ "lstrip": false,
542
+ "normalized": false,
543
+ "rstrip": false,
544
+ "single_word": false,
545
+ "special": true
546
+ },
547
+ "324": {
548
+ "content": "<extra_id_65>",
549
+ "lstrip": false,
550
+ "normalized": false,
551
+ "rstrip": false,
552
+ "single_word": false,
553
+ "special": true
554
+ },
555
+ "325": {
556
+ "content": "<extra_id_66>",
557
+ "lstrip": false,
558
+ "normalized": false,
559
+ "rstrip": false,
560
+ "single_word": false,
561
+ "special": true
562
+ },
563
+ "326": {
564
+ "content": "<extra_id_67>",
565
+ "lstrip": false,
566
+ "normalized": false,
567
+ "rstrip": false,
568
+ "single_word": false,
569
+ "special": true
570
+ },
571
+ "327": {
572
+ "content": "<extra_id_68>",
573
+ "lstrip": false,
574
+ "normalized": false,
575
+ "rstrip": false,
576
+ "single_word": false,
577
+ "special": true
578
+ },
579
+ "328": {
580
+ "content": "<extra_id_69>",
581
+ "lstrip": false,
582
+ "normalized": false,
583
+ "rstrip": false,
584
+ "single_word": false,
585
+ "special": true
586
+ },
587
+ "329": {
588
+ "content": "<extra_id_70>",
589
+ "lstrip": false,
590
+ "normalized": false,
591
+ "rstrip": false,
592
+ "single_word": false,
593
+ "special": true
594
+ },
595
+ "330": {
596
+ "content": "<extra_id_71>",
597
+ "lstrip": false,
598
+ "normalized": false,
599
+ "rstrip": false,
600
+ "single_word": false,
601
+ "special": true
602
+ },
603
+ "331": {
604
+ "content": "<extra_id_72>",
605
+ "lstrip": false,
606
+ "normalized": false,
607
+ "rstrip": false,
608
+ "single_word": false,
609
+ "special": true
610
+ },
611
+ "332": {
612
+ "content": "<extra_id_73>",
613
+ "lstrip": false,
614
+ "normalized": false,
615
+ "rstrip": false,
616
+ "single_word": false,
617
+ "special": true
618
+ },
619
+ "333": {
620
+ "content": "<extra_id_74>",
621
+ "lstrip": false,
622
+ "normalized": false,
623
+ "rstrip": false,
624
+ "single_word": false,
625
+ "special": true
626
+ },
627
+ "334": {
628
+ "content": "<extra_id_75>",
629
+ "lstrip": false,
630
+ "normalized": false,
631
+ "rstrip": false,
632
+ "single_word": false,
633
+ "special": true
634
+ },
635
+ "335": {
636
+ "content": "<extra_id_76>",
637
+ "lstrip": false,
638
+ "normalized": false,
639
+ "rstrip": false,
640
+ "single_word": false,
641
+ "special": true
642
+ },
643
+ "336": {
644
+ "content": "<extra_id_77>",
645
+ "lstrip": false,
646
+ "normalized": false,
647
+ "rstrip": false,
648
+ "single_word": false,
649
+ "special": true
650
+ },
651
+ "337": {
652
+ "content": "<extra_id_78>",
653
+ "lstrip": false,
654
+ "normalized": false,
655
+ "rstrip": false,
656
+ "single_word": false,
657
+ "special": true
658
+ },
659
+ "338": {
660
+ "content": "<extra_id_79>",
661
+ "lstrip": false,
662
+ "normalized": false,
663
+ "rstrip": false,
664
+ "single_word": false,
665
+ "special": true
666
+ },
667
+ "339": {
668
+ "content": "<extra_id_80>",
669
+ "lstrip": false,
670
+ "normalized": false,
671
+ "rstrip": false,
672
+ "single_word": false,
673
+ "special": true
674
+ },
675
+ "340": {
676
+ "content": "<extra_id_81>",
677
+ "lstrip": false,
678
+ "normalized": false,
679
+ "rstrip": false,
680
+ "single_word": false,
681
+ "special": true
682
+ },
683
+ "341": {
684
+ "content": "<extra_id_82>",
685
+ "lstrip": false,
686
+ "normalized": false,
687
+ "rstrip": false,
688
+ "single_word": false,
689
+ "special": true
690
+ },
691
+ "342": {
692
+ "content": "<extra_id_83>",
693
+ "lstrip": false,
694
+ "normalized": false,
695
+ "rstrip": false,
696
+ "single_word": false,
697
+ "special": true
698
+ },
699
+ "343": {
700
+ "content": "<extra_id_84>",
701
+ "lstrip": false,
702
+ "normalized": false,
703
+ "rstrip": false,
704
+ "single_word": false,
705
+ "special": true
706
+ },
707
+ "344": {
708
+ "content": "<extra_id_85>",
709
+ "lstrip": false,
710
+ "normalized": false,
711
+ "rstrip": false,
712
+ "single_word": false,
713
+ "special": true
714
+ },
715
+ "345": {
716
+ "content": "<extra_id_86>",
717
+ "lstrip": false,
718
+ "normalized": false,
719
+ "rstrip": false,
720
+ "single_word": false,
721
+ "special": true
722
+ },
723
+ "346": {
724
+ "content": "<extra_id_87>",
725
+ "lstrip": false,
726
+ "normalized": false,
727
+ "rstrip": false,
728
+ "single_word": false,
729
+ "special": true
730
+ },
731
+ "347": {
732
+ "content": "<extra_id_88>",
733
+ "lstrip": false,
734
+ "normalized": false,
735
+ "rstrip": false,
736
+ "single_word": false,
737
+ "special": true
738
+ },
739
+ "348": {
740
+ "content": "<extra_id_89>",
741
+ "lstrip": false,
742
+ "normalized": false,
743
+ "rstrip": false,
744
+ "single_word": false,
745
+ "special": true
746
+ },
747
+ "349": {
748
+ "content": "<extra_id_90>",
749
+ "lstrip": false,
750
+ "normalized": false,
751
+ "rstrip": false,
752
+ "single_word": false,
753
+ "special": true
754
+ },
755
+ "350": {
756
+ "content": "<extra_id_91>",
757
+ "lstrip": false,
758
+ "normalized": false,
759
+ "rstrip": false,
760
+ "single_word": false,
761
+ "special": true
762
+ },
763
+ "351": {
764
+ "content": "<extra_id_92>",
765
+ "lstrip": false,
766
+ "normalized": false,
767
+ "rstrip": false,
768
+ "single_word": false,
769
+ "special": true
770
+ },
771
+ "352": {
772
+ "content": "<extra_id_93>",
773
+ "lstrip": false,
774
+ "normalized": false,
775
+ "rstrip": false,
776
+ "single_word": false,
777
+ "special": true
778
+ },
779
+ "353": {
780
+ "content": "<extra_id_94>",
781
+ "lstrip": false,
782
+ "normalized": false,
783
+ "rstrip": false,
784
+ "single_word": false,
785
+ "special": true
786
+ },
787
+ "354": {
788
+ "content": "<extra_id_95>",
789
+ "lstrip": false,
790
+ "normalized": false,
791
+ "rstrip": false,
792
+ "single_word": false,
793
+ "special": true
794
+ },
795
+ "355": {
796
+ "content": "<extra_id_96>",
797
+ "lstrip": false,
798
+ "normalized": false,
799
+ "rstrip": false,
800
+ "single_word": false,
801
+ "special": true
802
+ },
803
+ "356": {
804
+ "content": "<extra_id_97>",
805
+ "lstrip": false,
806
+ "normalized": false,
807
+ "rstrip": false,
808
+ "single_word": false,
809
+ "special": true
810
+ },
811
+ "357": {
812
+ "content": "<extra_id_98>",
813
+ "lstrip": false,
814
+ "normalized": false,
815
+ "rstrip": false,
816
+ "single_word": false,
817
+ "special": true
818
+ },
819
+ "358": {
820
+ "content": "<extra_id_99>",
821
+ "lstrip": false,
822
+ "normalized": false,
823
+ "rstrip": false,
824
+ "single_word": false,
825
+ "special": true
826
+ },
827
+ "359": {
828
+ "content": "<extra_id_100>",
829
+ "lstrip": false,
830
+ "normalized": false,
831
+ "rstrip": false,
832
+ "single_word": false,
833
+ "special": true
834
+ },
835
+ "360": {
836
+ "content": "<extra_id_101>",
837
+ "lstrip": false,
838
+ "normalized": false,
839
+ "rstrip": false,
840
+ "single_word": false,
841
+ "special": true
842
+ },
843
+ "361": {
844
+ "content": "<extra_id_102>",
845
+ "lstrip": false,
846
+ "normalized": false,
847
+ "rstrip": false,
848
+ "single_word": false,
849
+ "special": true
850
+ },
851
+ "362": {
852
+ "content": "<extra_id_103>",
853
+ "lstrip": false,
854
+ "normalized": false,
855
+ "rstrip": false,
856
+ "single_word": false,
857
+ "special": true
858
+ },
859
+ "363": {
860
+ "content": "<extra_id_104>",
861
+ "lstrip": false,
862
+ "normalized": false,
863
+ "rstrip": false,
864
+ "single_word": false,
865
+ "special": true
866
+ },
867
+ "364": {
868
+ "content": "<extra_id_105>",
869
+ "lstrip": false,
870
+ "normalized": false,
871
+ "rstrip": false,
872
+ "single_word": false,
873
+ "special": true
874
+ },
875
+ "365": {
876
+ "content": "<extra_id_106>",
877
+ "lstrip": false,
878
+ "normalized": false,
879
+ "rstrip": false,
880
+ "single_word": false,
881
+ "special": true
882
+ },
883
+ "366": {
884
+ "content": "<extra_id_107>",
885
+ "lstrip": false,
886
+ "normalized": false,
887
+ "rstrip": false,
888
+ "single_word": false,
889
+ "special": true
890
+ },
891
+ "367": {
892
+ "content": "<extra_id_108>",
893
+ "lstrip": false,
894
+ "normalized": false,
895
+ "rstrip": false,
896
+ "single_word": false,
897
+ "special": true
898
+ },
899
+ "368": {
900
+ "content": "<extra_id_109>",
901
+ "lstrip": false,
902
+ "normalized": false,
903
+ "rstrip": false,
904
+ "single_word": false,
905
+ "special": true
906
+ },
907
+ "369": {
908
+ "content": "<extra_id_110>",
909
+ "lstrip": false,
910
+ "normalized": false,
911
+ "rstrip": false,
912
+ "single_word": false,
913
+ "special": true
914
+ },
915
+ "370": {
916
+ "content": "<extra_id_111>",
917
+ "lstrip": false,
918
+ "normalized": false,
919
+ "rstrip": false,
920
+ "single_word": false,
921
+ "special": true
922
+ },
923
+ "371": {
924
+ "content": "<extra_id_112>",
925
+ "lstrip": false,
926
+ "normalized": false,
927
+ "rstrip": false,
928
+ "single_word": false,
929
+ "special": true
930
+ },
931
+ "372": {
932
+ "content": "<extra_id_113>",
933
+ "lstrip": false,
934
+ "normalized": false,
935
+ "rstrip": false,
936
+ "single_word": false,
937
+ "special": true
938
+ },
939
+ "373": {
940
+ "content": "<extra_id_114>",
941
+ "lstrip": false,
942
+ "normalized": false,
943
+ "rstrip": false,
944
+ "single_word": false,
945
+ "special": true
946
+ },
947
+ "374": {
948
+ "content": "<extra_id_115>",
949
+ "lstrip": false,
950
+ "normalized": false,
951
+ "rstrip": false,
952
+ "single_word": false,
953
+ "special": true
954
+ },
955
+ "375": {
956
+ "content": "<extra_id_116>",
957
+ "lstrip": false,
958
+ "normalized": false,
959
+ "rstrip": false,
960
+ "single_word": false,
961
+ "special": true
962
+ },
963
+ "376": {
964
+ "content": "<extra_id_117>",
965
+ "lstrip": false,
966
+ "normalized": false,
967
+ "rstrip": false,
968
+ "single_word": false,
969
+ "special": true
970
+ },
971
+ "377": {
972
+ "content": "<extra_id_118>",
973
+ "lstrip": false,
974
+ "normalized": false,
975
+ "rstrip": false,
976
+ "single_word": false,
977
+ "special": true
978
+ },
979
+ "378": {
980
+ "content": "<extra_id_119>",
981
+ "lstrip": false,
982
+ "normalized": false,
983
+ "rstrip": false,
984
+ "single_word": false,
985
+ "special": true
986
+ },
987
+ "379": {
988
+ "content": "<extra_id_120>",
989
+ "lstrip": false,
990
+ "normalized": false,
991
+ "rstrip": false,
992
+ "single_word": false,
993
+ "special": true
994
+ },
995
+ "380": {
996
+ "content": "<extra_id_121>",
997
+ "lstrip": false,
998
+ "normalized": false,
999
+ "rstrip": false,
1000
+ "single_word": false,
1001
+ "special": true
1002
+ },
1003
+ "381": {
1004
+ "content": "<extra_id_122>",
1005
+ "lstrip": false,
1006
+ "normalized": false,
1007
+ "rstrip": false,
1008
+ "single_word": false,
1009
+ "special": true
1010
+ },
1011
+ "382": {
1012
+ "content": "<extra_id_123>",
1013
+ "lstrip": false,
1014
+ "normalized": false,
1015
+ "rstrip": false,
1016
+ "single_word": false,
1017
+ "special": true
1018
+ },
1019
+ "383": {
1020
+ "content": "<extra_id_124>",
1021
+ "lstrip": false,
1022
+ "normalized": false,
1023
+ "rstrip": false,
1024
+ "single_word": false,
1025
+ "special": true
1026
+ }
1027
+ },
1028
+ "additional_special_tokens": [
1029
+ "<extra_id_0>",
1030
+ "<extra_id_1>",
1031
+ "<extra_id_2>",
1032
+ "<extra_id_3>",
1033
+ "<extra_id_4>",
1034
+ "<extra_id_5>",
1035
+ "<extra_id_6>",
1036
+ "<extra_id_7>",
1037
+ "<extra_id_8>",
1038
+ "<extra_id_9>",
1039
+ "<extra_id_10>",
1040
+ "<extra_id_11>",
1041
+ "<extra_id_12>",
1042
+ "<extra_id_13>",
1043
+ "<extra_id_14>",
1044
+ "<extra_id_15>",
1045
+ "<extra_id_16>",
1046
+ "<extra_id_17>",
1047
+ "<extra_id_18>",
1048
+ "<extra_id_19>",
1049
+ "<extra_id_20>",
1050
+ "<extra_id_21>",
1051
+ "<extra_id_22>",
1052
+ "<extra_id_23>",
1053
+ "<extra_id_24>",
1054
+ "<extra_id_25>",
1055
+ "<extra_id_26>",
1056
+ "<extra_id_27>",
1057
+ "<extra_id_28>",
1058
+ "<extra_id_29>",
1059
+ "<extra_id_30>",
1060
+ "<extra_id_31>",
1061
+ "<extra_id_32>",
1062
+ "<extra_id_33>",
1063
+ "<extra_id_34>",
1064
+ "<extra_id_35>",
1065
+ "<extra_id_36>",
1066
+ "<extra_id_37>",
1067
+ "<extra_id_38>",
1068
+ "<extra_id_39>",
1069
+ "<extra_id_40>",
1070
+ "<extra_id_41>",
1071
+ "<extra_id_42>",
1072
+ "<extra_id_43>",
1073
+ "<extra_id_44>",
1074
+ "<extra_id_45>",
1075
+ "<extra_id_46>",
1076
+ "<extra_id_47>",
1077
+ "<extra_id_48>",
1078
+ "<extra_id_49>",
1079
+ "<extra_id_50>",
1080
+ "<extra_id_51>",
1081
+ "<extra_id_52>",
1082
+ "<extra_id_53>",
1083
+ "<extra_id_54>",
1084
+ "<extra_id_55>",
1085
+ "<extra_id_56>",
1086
+ "<extra_id_57>",
1087
+ "<extra_id_58>",
1088
+ "<extra_id_59>",
1089
+ "<extra_id_60>",
1090
+ "<extra_id_61>",
1091
+ "<extra_id_62>",
1092
+ "<extra_id_63>",
1093
+ "<extra_id_64>",
1094
+ "<extra_id_65>",
1095
+ "<extra_id_66>",
1096
+ "<extra_id_67>",
1097
+ "<extra_id_68>",
1098
+ "<extra_id_69>",
1099
+ "<extra_id_70>",
1100
+ "<extra_id_71>",
1101
+ "<extra_id_72>",
1102
+ "<extra_id_73>",
1103
+ "<extra_id_74>",
1104
+ "<extra_id_75>",
1105
+ "<extra_id_76>",
1106
+ "<extra_id_77>",
1107
+ "<extra_id_78>",
1108
+ "<extra_id_79>",
1109
+ "<extra_id_80>",
1110
+ "<extra_id_81>",
1111
+ "<extra_id_82>",
1112
+ "<extra_id_83>",
1113
+ "<extra_id_84>",
1114
+ "<extra_id_85>",
1115
+ "<extra_id_86>",
1116
+ "<extra_id_87>",
1117
+ "<extra_id_88>",
1118
+ "<extra_id_89>",
1119
+ "<extra_id_90>",
1120
+ "<extra_id_91>",
1121
+ "<extra_id_92>",
1122
+ "<extra_id_93>",
1123
+ "<extra_id_94>",
1124
+ "<extra_id_95>",
1125
+ "<extra_id_96>",
1126
+ "<extra_id_97>",
1127
+ "<extra_id_98>",
1128
+ "<extra_id_99>",
1129
+ "<extra_id_100>",
1130
+ "<extra_id_101>",
1131
+ "<extra_id_102>",
1132
+ "<extra_id_103>",
1133
+ "<extra_id_104>",
1134
+ "<extra_id_105>",
1135
+ "<extra_id_106>",
1136
+ "<extra_id_107>",
1137
+ "<extra_id_108>",
1138
+ "<extra_id_109>",
1139
+ "<extra_id_110>",
1140
+ "<extra_id_111>",
1141
+ "<extra_id_112>",
1142
+ "<extra_id_113>",
1143
+ "<extra_id_114>",
1144
+ "<extra_id_115>",
1145
+ "<extra_id_116>",
1146
+ "<extra_id_117>",
1147
+ "<extra_id_118>",
1148
+ "<extra_id_119>",
1149
+ "<extra_id_120>",
1150
+ "<extra_id_121>",
1151
+ "<extra_id_122>",
1152
+ "<extra_id_123>",
1153
+ "<extra_id_124>"
1154
+ ],
1155
+ "clean_up_tokenization_spaces": true,
1156
+ "eos_token": "</s>",
1157
+ "extra_ids": 0,
1158
+ "model_max_length": 1000000000000000019884624838656,
1159
+ "pad_token": "<pad>",
1160
+ "tokenizer_class": "ByT5Tokenizer",
1161
+ "unk_token": "<unk>"
1162
+ }
byt5/nohup.out ADDED
The diff for this file is too large to render. See raw diff
 
gervasio/model/description.json ADDED
@@ -0,0 +1,358 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "command": "fine_tuning.py",
3
+ "compute": {
4
+ "arch_list": [
5
+ "sm_50",
6
+ "sm_60",
7
+ "sm_70",
8
+ "sm_75",
9
+ "sm_80",
10
+ "sm_86",
11
+ "sm_90"
12
+ ],
13
+ "devices": {
14
+ "0": {
15
+ "device_capability": [
16
+ 6,
17
+ 1
18
+ ],
19
+ "device_properties": "_CudaDeviceProperties(name='NVIDIA TITAN Xp', major=6, minor=1, total_memory=12188MB, multi_processor_count=30)",
20
+ "gpu_type": "NVIDIA TITAN Xp"
21
+ }
22
+ },
23
+ "gencode_flags": "-gencode compute=compute_50,code=sm_50 -gencode compute=compute_60,code=sm_60 -gencode compute=compute_70,code=sm_70 -gencode compute=compute_75,code=sm_75 -gencode compute=compute_80,code=sm_80 -gencode compute=compute_86,code=sm_86 -gencode compute=compute_90,code=sm_90",
24
+ "gpus_per_node": 1,
25
+ "num_nodes": 1
26
+ },
27
+ "config": {
28
+ "adapter": {
29
+ "alpha": 16,
30
+ "bias_type": "none",
31
+ "dropout": 0.05,
32
+ "postprocessor": {
33
+ "merge_adapter_into_base_model": false,
34
+ "progressbar": false
35
+ },
36
+ "pretrained_adapter_weights": null,
37
+ "r": 8,
38
+ "target_modules": null,
39
+ "type": "lora",
40
+ "use_dora": false,
41
+ "use_rslora": false
42
+ },
43
+ "backend": null,
44
+ "base_model": "PORTULAN/gervasio-7b-portuguese-ptbr-decoder",
45
+ "defaults": {
46
+ "text": {
47
+ "decoder": {
48
+ "fc_activation": "relu",
49
+ "fc_bias_initializer": "zeros",
50
+ "fc_dropout": 0.0,
51
+ "fc_layers": null,
52
+ "fc_norm": null,
53
+ "fc_norm_params": null,
54
+ "fc_output_size": 256,
55
+ "fc_use_bias": true,
56
+ "fc_weights_initializer": "xavier_uniform",
57
+ "input_size": null,
58
+ "max_new_tokens": null,
59
+ "num_fc_layers": 0,
60
+ "pretrained_model_name_or_path": "",
61
+ "tokenizer": "hf_tokenizer",
62
+ "type": "text_extractor",
63
+ "vocab_file": ""
64
+ },
65
+ "encoder": {
66
+ "skip": false,
67
+ "type": "passthrough"
68
+ },
69
+ "loss": {
70
+ "class_similarities": null,
71
+ "class_similarities_temperature": 0,
72
+ "class_weights": null,
73
+ "confidence_penalty": 0,
74
+ "robust_lambda": 0,
75
+ "type": "next_token_softmax_cross_entropy",
76
+ "unique": false,
77
+ "weight": 1.0
78
+ },
79
+ "preprocessing": {
80
+ "cache_encoder_embeddings": false,
81
+ "compute_idf": false,
82
+ "computed_fill_value": "<UNK>",
83
+ "fill_value": "<UNK>",
84
+ "lowercase": false,
85
+ "max_sequence_length": 256,
86
+ "missing_value_strategy": "fill_with_const",
87
+ "most_common": 20000,
88
+ "ngram_size": 2,
89
+ "padding": "right",
90
+ "padding_symbol": "<PAD>",
91
+ "pretrained_model_name_or_path": null,
92
+ "prompt": {
93
+ "retrieval": {
94
+ "index_name": null,
95
+ "k": 0,
96
+ "model_name": null,
97
+ "type": null
98
+ },
99
+ "task": null,
100
+ "template": null
101
+ },
102
+ "sequence_length": null,
103
+ "tokenizer": "space_punct",
104
+ "unknown_symbol": "<UNK>",
105
+ "vocab_file": null
106
+ }
107
+ }
108
+ },
109
+ "generation": {
110
+ "bad_words_ids": null,
111
+ "begin_suppress_tokens": null,
112
+ "bos_token_id": null,
113
+ "diversity_penalty": 0.0,
114
+ "do_sample": true,
115
+ "early_stopping": false,
116
+ "encoder_repetition_penalty": 1.0,
117
+ "eos_token_id": null,
118
+ "epsilon_cutoff": 0.0,
119
+ "eta_cutoff": 0.0,
120
+ "exponential_decay_length_penalty": null,
121
+ "force_words_ids": null,
122
+ "forced_bos_token_id": null,
123
+ "forced_decoder_ids": null,
124
+ "forced_eos_token_id": null,
125
+ "guidance_scale": null,
126
+ "length_penalty": 1.0,
127
+ "max_length": 32,
128
+ "max_new_tokens": 200,
129
+ "max_time": null,
130
+ "min_length": 0,
131
+ "min_new_tokens": null,
132
+ "no_repeat_ngram_size": 0,
133
+ "num_beam_groups": 1,
134
+ "num_beams": 1,
135
+ "pad_token_id": null,
136
+ "penalty_alpha": null,
137
+ "prompt_lookup_num_tokens": null,
138
+ "remove_invalid_values": false,
139
+ "renormalize_logits": false,
140
+ "repetition_penalty": 1.0,
141
+ "sequence_bias": null,
142
+ "suppress_tokens": null,
143
+ "temperature": 0.001,
144
+ "top_k": 50,
145
+ "top_p": 1.0,
146
+ "typical_p": 1.0,
147
+ "use_cache": true
148
+ },
149
+ "hyperopt": null,
150
+ "input_features": [
151
+ {
152
+ "active": true,
153
+ "column": "input",
154
+ "encoder": {
155
+ "skip": false,
156
+ "type": "passthrough"
157
+ },
158
+ "name": "input",
159
+ "preprocessing": {
160
+ "cache_encoder_embeddings": false,
161
+ "compute_idf": false,
162
+ "computed_fill_value": "<UNK>",
163
+ "fill_value": "<UNK>",
164
+ "lowercase": false,
165
+ "max_sequence_length": null,
166
+ "missing_value_strategy": "fill_with_const",
167
+ "most_common": 20000,
168
+ "ngram_size": 2,
169
+ "padding": "left",
170
+ "padding_symbol": "<PAD>",
171
+ "pretrained_model_name_or_path": "PORTULAN/gervasio-7b-portuguese-ptbr-decoder",
172
+ "sequence_length": null,
173
+ "tokenizer": "hf_tokenizer",
174
+ "unknown_symbol": "<UNK>",
175
+ "vocab_file": null
176
+ },
177
+ "proc_column": "input_dWJgst",
178
+ "tied": null,
179
+ "type": "text"
180
+ }
181
+ ],
182
+ "ludwig_version": "0.10.4",
183
+ "model_parameters": null,
184
+ "model_type": "llm",
185
+ "output_features": [
186
+ {
187
+ "active": true,
188
+ "class_similarities": null,
189
+ "column": "output",
190
+ "decoder": {
191
+ "fc_activation": "relu",
192
+ "fc_bias_initializer": "zeros",
193
+ "fc_dropout": 0.0,
194
+ "fc_layers": null,
195
+ "fc_norm": null,
196
+ "fc_norm_params": null,
197
+ "fc_output_size": 256,
198
+ "fc_use_bias": true,
199
+ "fc_weights_initializer": "xavier_uniform",
200
+ "input_size": null,
201
+ "max_new_tokens": 200,
202
+ "num_fc_layers": 0,
203
+ "pretrained_model_name_or_path": "PORTULAN/gervasio-7b-portuguese-ptbr-decoder",
204
+ "tokenizer": "hf_tokenizer",
205
+ "type": "text_extractor",
206
+ "vocab_file": ""
207
+ },
208
+ "default_validation_metric": "loss",
209
+ "dependencies": [],
210
+ "input_size": null,
211
+ "loss": {
212
+ "class_similarities": null,
213
+ "class_similarities_temperature": 0,
214
+ "class_weights": null,
215
+ "confidence_penalty": 0,
216
+ "robust_lambda": 0,
217
+ "type": "next_token_softmax_cross_entropy",
218
+ "unique": false,
219
+ "weight": 1.0
220
+ },
221
+ "name": "output",
222
+ "num_classes": null,
223
+ "preprocessing": {
224
+ "cache_encoder_embeddings": false,
225
+ "compute_idf": false,
226
+ "computed_fill_value": "<UNK>",
227
+ "fill_value": "<UNK>",
228
+ "lowercase": false,
229
+ "max_sequence_length": null,
230
+ "missing_value_strategy": "drop_row",
231
+ "most_common": 20000,
232
+ "ngram_size": 2,
233
+ "padding": "left",
234
+ "padding_symbol": "<PAD>",
235
+ "pretrained_model_name_or_path": "PORTULAN/gervasio-7b-portuguese-ptbr-decoder",
236
+ "sequence_length": null,
237
+ "tokenizer": "hf_tokenizer",
238
+ "unknown_symbol": "<UNK>",
239
+ "vocab_file": null
240
+ },
241
+ "proc_column": "output_QRMBIj",
242
+ "reduce_dependencies": "sum",
243
+ "reduce_input": "sum",
244
+ "type": "text"
245
+ }
246
+ ],
247
+ "preprocessing": {
248
+ "global_max_sequence_length": null,
249
+ "oversample_minority": null,
250
+ "sample_ratio": 1.0,
251
+ "sample_size": null,
252
+ "split": {
253
+ "probabilities": [
254
+ 0.9,
255
+ 0.1,
256
+ 0.0
257
+ ],
258
+ "type": "random"
259
+ },
260
+ "undersample_majority": null
261
+ },
262
+ "prompt": {
263
+ "retrieval": {
264
+ "index_name": null,
265
+ "k": 0,
266
+ "model_name": null,
267
+ "type": null
268
+ },
269
+ "task": null,
270
+ "template": "### Instru\u00e7\u00e3o: Voc\u00ea receber\u00e1 o texto de uma reda\u00e7\u00e3o extra\u00edda por um sistema de OCR. Corrija os erros presentes no texto.\n### Entrada: {input}\n### Resposta:"
271
+ },
272
+ "quantization": {
273
+ "bits": 4,
274
+ "bnb_4bit_compute_dtype": "float16",
275
+ "bnb_4bit_quant_type": "nf4",
276
+ "bnb_4bit_use_double_quant": true,
277
+ "llm_int8_has_fp16_weight": false,
278
+ "llm_int8_threshold": 6.0
279
+ },
280
+ "trainer": {
281
+ "base_learning_rate": 0.0,
282
+ "batch_size": 1,
283
+ "bucketing_field": null,
284
+ "checkpoints_per_epoch": 0,
285
+ "compile": false,
286
+ "early_stop": 5,
287
+ "effective_batch_size": "auto",
288
+ "enable_gradient_checkpointing": false,
289
+ "enable_profiling": false,
290
+ "epochs": 1,
291
+ "eval_batch_size": 1,
292
+ "eval_steps": null,
293
+ "evaluate_training_set": false,
294
+ "gradient_accumulation_steps": 16,
295
+ "gradient_clipping": {
296
+ "clipglobalnorm": 0.5,
297
+ "clipnorm": null,
298
+ "clipvalue": null
299
+ },
300
+ "increase_batch_size_eval_metric": "loss",
301
+ "increase_batch_size_eval_split": "training",
302
+ "increase_batch_size_on_plateau": 0,
303
+ "increase_batch_size_on_plateau_patience": 5,
304
+ "increase_batch_size_on_plateau_rate": 2.0,
305
+ "layers_to_freeze_regex": null,
306
+ "learning_rate": 0.0001,
307
+ "learning_rate_scaling": "linear",
308
+ "learning_rate_scheduler": {
309
+ "decay": null,
310
+ "decay_rate": 0.96,
311
+ "decay_steps": 10000,
312
+ "eta_min": 0,
313
+ "reduce_eval_metric": "loss",
314
+ "reduce_eval_split": "training",
315
+ "reduce_on_plateau": 0,
316
+ "reduce_on_plateau_patience": 10,
317
+ "reduce_on_plateau_rate": 0.1,
318
+ "staircase": false,
319
+ "t_0": null,
320
+ "t_mult": 1,
321
+ "warmup_evaluations": 0,
322
+ "warmup_fraction": 0.03
323
+ },
324
+ "max_batch_size": 1099511627776,
325
+ "optimizer": {
326
+ "amsgrad": false,
327
+ "betas": [
328
+ 0.9,
329
+ 0.999
330
+ ],
331
+ "eps": 1e-08,
332
+ "type": "adam",
333
+ "weight_decay": 0.0
334
+ },
335
+ "profiler": {
336
+ "active": 3,
337
+ "repeat": 5,
338
+ "skip_first": 0,
339
+ "wait": 1,
340
+ "warmup": 1
341
+ },
342
+ "regularization_lambda": 0.0,
343
+ "regularization_type": "l2",
344
+ "should_shuffle": true,
345
+ "skip_all_evaluation": false,
346
+ "steps_per_checkpoint": 0,
347
+ "train_steps": null,
348
+ "type": "finetune",
349
+ "use_mixed_precision": false,
350
+ "validation_field": "output",
351
+ "validation_metric": "loss"
352
+ }
353
+ },
354
+ "data_format": "<class 'pandas.core.frame.DataFrame'>",
355
+ "ludwig_version": "0.10.4",
356
+ "random_seed": 42,
357
+ "torch_version": "2.2.2+cu121"
358
+ }
gervasio/model/model/llm_eval_examples/0.csv ADDED
The diff for this file is too large to render. See raw diff
 
gervasio/model/model/logs/training/events.out.tfevents.1725963146.user-System-Product-Name.62720.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73ee720459028ab5fb595fdef8a2281b6b65657d68240d03f3549ac062eeec8e
3
+ size 314339737
gervasio/model/model/logs/validation/events.out.tfevents.1725963146.user-System-Product-Name.62720.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e759bad2a4a063a4f0a15752ee98be63338a898e57dd043272860cb07e4f938e
3
+ size 478
gervasio/model/model/model_hyperparameters.json ADDED
The diff for this file is too large to render. See raw diff
 
gervasio/model/model/model_weights/README.md ADDED
@@ -0,0 +1,202 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: PORTULAN/gervasio-7b-portuguese-ptbr-decoder
3
+ library_name: peft
4
+ ---
5
+
6
+ # Model Card for Model ID
7
+
8
+ <!-- Provide a quick summary of what the model is/does. -->
9
+
10
+
11
+
12
+ ## Model Details
13
+
14
+ ### Model Description
15
+
16
+ <!-- Provide a longer summary of what this model is. -->
17
+
18
+
19
+
20
+ - **Developed by:** [More Information Needed]
21
+ - **Funded by [optional]:** [More Information Needed]
22
+ - **Shared by [optional]:** [More Information Needed]
23
+ - **Model type:** [More Information Needed]
24
+ - **Language(s) (NLP):** [More Information Needed]
25
+ - **License:** [More Information Needed]
26
+ - **Finetuned from model [optional]:** [More Information Needed]
27
+
28
+ ### Model Sources [optional]
29
+
30
+ <!-- Provide the basic links for the model. -->
31
+
32
+ - **Repository:** [More Information Needed]
33
+ - **Paper [optional]:** [More Information Needed]
34
+ - **Demo [optional]:** [More Information Needed]
35
+
36
+ ## Uses
37
+
38
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
39
+
40
+ ### Direct Use
41
+
42
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
+
44
+ [More Information Needed]
45
+
46
+ ### Downstream Use [optional]
47
+
48
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
49
+
50
+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
53
+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
56
+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
61
+
62
+ [More Information Needed]
63
+
64
+ ### Recommendations
65
+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
69
+
70
+ ## How to Get Started with the Model
71
+
72
+ Use the code below to get started with the model.
73
+
74
+ [More Information Needed]
75
+
76
+ ## Training Details
77
+
78
+ ### Training Data
79
+
80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
81
+
82
+ [More Information Needed]
83
+
84
+ ### Training Procedure
85
+
86
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
87
+
88
+ #### Preprocessing [optional]
89
+
90
+ [More Information Needed]
91
+
92
+
93
+ #### Training Hyperparameters
94
+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
96
+
97
+ #### Speeds, Sizes, Times [optional]
98
+
99
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
100
+
101
+ [More Information Needed]
102
+
103
+ ## Evaluation
104
+
105
+ <!-- This section describes the evaluation protocols and provides the results. -->
106
+
107
+ ### Testing Data, Factors & Metrics
108
+
109
+ #### Testing Data
110
+
111
+ <!-- This should link to a Dataset Card if possible. -->
112
+
113
+ [More Information Needed]
114
+
115
+ #### Factors
116
+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
118
+
119
+ [More Information Needed]
120
+
121
+ #### Metrics
122
+
123
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
124
+
125
+ [More Information Needed]
126
+
127
+ ### Results
128
+
129
+ [More Information Needed]
130
+
131
+ #### Summary
132
+
133
+
134
+
135
+ ## Model Examination [optional]
136
+
137
+ <!-- Relevant interpretability work for the model goes here -->
138
+
139
+ [More Information Needed]
140
+
141
+ ## Environmental Impact
142
+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
+
147
+ - **Hardware Type:** [More Information Needed]
148
+ - **Hours used:** [More Information Needed]
149
+ - **Cloud Provider:** [More Information Needed]
150
+ - **Compute Region:** [More Information Needed]
151
+ - **Carbon Emitted:** [More Information Needed]
152
+
153
+ ## Technical Specifications [optional]
154
+
155
+ ### Model Architecture and Objective
156
+
157
+ [More Information Needed]
158
+
159
+ ### Compute Infrastructure
160
+
161
+ [More Information Needed]
162
+
163
+ #### Hardware
164
+
165
+ [More Information Needed]
166
+
167
+ #### Software
168
+
169
+ [More Information Needed]
170
+
171
+ ## Citation [optional]
172
+
173
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
174
+
175
+ **BibTeX:**
176
+
177
+ [More Information Needed]
178
+
179
+ **APA:**
180
+
181
+ [More Information Needed]
182
+
183
+ ## Glossary [optional]
184
+
185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
186
+
187
+ [More Information Needed]
188
+
189
+ ## More Information [optional]
190
+
191
+ [More Information Needed]
192
+
193
+ ## Model Card Authors [optional]
194
+
195
+ [More Information Needed]
196
+
197
+ ## Model Card Contact
198
+
199
+ [More Information Needed]
200
+ ### Framework versions
201
+
202
+ - PEFT 0.12.0
gervasio/model/model/model_weights/adapter_config.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alpha_pattern": {},
3
+ "auto_mapping": null,
4
+ "base_model_name_or_path": "PORTULAN/gervasio-7b-portuguese-ptbr-decoder",
5
+ "bias": "none",
6
+ "fan_in_fan_out": false,
7
+ "inference_mode": true,
8
+ "init_lora_weights": true,
9
+ "layer_replication": null,
10
+ "layers_pattern": null,
11
+ "layers_to_transform": null,
12
+ "loftq_config": {},
13
+ "lora_alpha": 16,
14
+ "lora_dropout": 0.05,
15
+ "megatron_config": null,
16
+ "megatron_core": "megatron.core",
17
+ "modules_to_save": null,
18
+ "peft_type": "LORA",
19
+ "r": 8,
20
+ "rank_pattern": {},
21
+ "revision": null,
22
+ "target_modules": [
23
+ "q_proj",
24
+ "v_proj"
25
+ ],
26
+ "task_type": "CAUSAL_LM",
27
+ "use_dora": false,
28
+ "use_rslora": false
29
+ }
gervasio/model/model/model_weights/adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6dd5482b9a73c88bdc5db24e7a820a584ceccfd1c3e05abc037c17e454d3b5e1
3
+ size 16794200
gervasio/model/model/training_checkpoints/best.ckpt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:edc4821922d86d5e738d1cb0d2bdb162c5c6f0a60c50ee935a2515464be8eaf8
3
+ size 50556326
gervasio/model/model/training_checkpoints/latest.ckpt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:edc4821922d86d5e738d1cb0d2bdb162c5c6f0a60c50ee935a2515464be8eaf8
3
+ size 50556326
gervasio/model/model/training_progress.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67dcb6e48ca6ac38ba6377eb4b0ca0f6d656f4ea60a6f628c6cb4adcb161c77d
3
+ size 10988199
gervasio/model/model/training_set_metadata.json ADDED
The diff for this file is too large to render. See raw diff
 
gervasio/model/training_statistics.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "evaluation_frequency": {
3
+ "frequency": 1,
4
+ "period": "epoch"
5
+ },
6
+ "test": {},
7
+ "training": {
8
+ "combined": {
9
+ "loss": [
10
+ 0.3331681191921234
11
+ ]
12
+ },
13
+ "output": {
14
+ "loss": [
15
+ 0.3331681191921234
16
+ ],
17
+ "next_token_perplexity": [
18
+ 13091.435546875
19
+ ],
20
+ "perplexity": [
21
+ 30826.7109375
22
+ ],
23
+ "sequence_accuracy": [
24
+ 0.0
25
+ ],
26
+ "token_accuracy": [
27
+ 0.00020183049491606653
28
+ ]
29
+ }
30
+ },
31
+ "validation": {
32
+ "combined": {
33
+ "loss": [
34
+ 0.26174962520599365
35
+ ]
36
+ },
37
+ "output": {
38
+ "loss": [
39
+ 0.26174962520599365
40
+ ],
41
+ "next_token_perplexity": [
42
+ 12883.8994140625
43
+ ],
44
+ "perplexity": [
45
+ 30791.365234375
46
+ ],
47
+ "sequence_accuracy": [
48
+ 0.0
49
+ ],
50
+ "token_accuracy": [
51
+ 0.00018106875359080732
52
+ ]
53
+ }
54
+ }
55
+ }
gervasio/nohup.out ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:49eeb88f11a7c63e7b76060a0224f9a9f8a15282bed5af065640fac00596460e
3
+ size 41861772
sabia/model/description.json ADDED
@@ -0,0 +1,357 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "command": "fine_tuning.py",
3
+ "compute": {
4
+ "arch_list": [
5
+ "sm_50",
6
+ "sm_60",
7
+ "sm_70",
8
+ "sm_75",
9
+ "sm_80",
10
+ "sm_86",
11
+ "sm_90"
12
+ ],
13
+ "devices": {
14
+ "0": {
15
+ "device_capability": [
16
+ 6,
17
+ 1
18
+ ],
19
+ "device_properties": "_CudaDeviceProperties(name='NVIDIA TITAN Xp', major=6, minor=1, total_memory=12188MB, multi_processor_count=30)",
20
+ "gpu_type": "NVIDIA TITAN Xp"
21
+ }
22
+ },
23
+ "gencode_flags": "-gencode compute=compute_50,code=sm_50 -gencode compute=compute_60,code=sm_60 -gencode compute=compute_70,code=sm_70 -gencode compute=compute_75,code=sm_75 -gencode compute=compute_80,code=sm_80 -gencode compute=compute_86,code=sm_86 -gencode compute=compute_90,code=sm_90",
24
+ "gpus_per_node": 1,
25
+ "num_nodes": 1
26
+ },
27
+ "config": {
28
+ "adapter": {
29
+ "alpha": 16,
30
+ "bias_type": "none",
31
+ "dropout": 0.05,
32
+ "postprocessor": {
33
+ "merge_adapter_into_base_model": false,
34
+ "progressbar": false
35
+ },
36
+ "pretrained_adapter_weights": null,
37
+ "r": 8,
38
+ "target_modules": null,
39
+ "type": "lora",
40
+ "use_dora": false,
41
+ "use_rslora": false
42
+ },
43
+ "backend": null,
44
+ "base_model": "maritaca-ai/sabia-7b",
45
+ "defaults": {
46
+ "text": {
47
+ "decoder": {
48
+ "fc_activation": "relu",
49
+ "fc_bias_initializer": "zeros",
50
+ "fc_dropout": 0.0,
51
+ "fc_layers": null,
52
+ "fc_norm": null,
53
+ "fc_norm_params": null,
54
+ "fc_output_size": 256,
55
+ "fc_use_bias": true,
56
+ "fc_weights_initializer": "xavier_uniform",
57
+ "input_size": null,
58
+ "max_new_tokens": null,
59
+ "num_fc_layers": 0,
60
+ "pretrained_model_name_or_path": "",
61
+ "tokenizer": "hf_tokenizer",
62
+ "type": "text_extractor",
63
+ "vocab_file": ""
64
+ },
65
+ "encoder": {
66
+ "skip": false,
67
+ "type": "passthrough"
68
+ },
69
+ "loss": {
70
+ "class_similarities": null,
71
+ "class_similarities_temperature": 0,
72
+ "class_weights": null,
73
+ "confidence_penalty": 0,
74
+ "robust_lambda": 0,
75
+ "type": "next_token_softmax_cross_entropy",
76
+ "unique": false,
77
+ "weight": 1.0
78
+ },
79
+ "preprocessing": {
80
+ "cache_encoder_embeddings": false,
81
+ "compute_idf": false,
82
+ "computed_fill_value": "<UNK>",
83
+ "fill_value": "<UNK>",
84
+ "lowercase": false,
85
+ "max_sequence_length": 256,
86
+ "missing_value_strategy": "fill_with_const",
87
+ "most_common": 20000,
88
+ "ngram_size": 2,
89
+ "padding": "right",
90
+ "padding_symbol": "<PAD>",
91
+ "pretrained_model_name_or_path": null,
92
+ "prompt": {
93
+ "retrieval": {
94
+ "index_name": null,
95
+ "k": 0,
96
+ "model_name": null,
97
+ "type": null
98
+ },
99
+ "task": null,
100
+ "template": null
101
+ },
102
+ "sequence_length": null,
103
+ "tokenizer": "space_punct",
104
+ "unknown_symbol": "<UNK>",
105
+ "vocab_file": null
106
+ }
107
+ }
108
+ },
109
+ "generation": {
110
+ "bad_words_ids": null,
111
+ "begin_suppress_tokens": null,
112
+ "bos_token_id": null,
113
+ "diversity_penalty": 0.0,
114
+ "do_sample": true,
115
+ "early_stopping": false,
116
+ "encoder_repetition_penalty": 1.0,
117
+ "eos_token_id": null,
118
+ "epsilon_cutoff": 0.0,
119
+ "eta_cutoff": 0.0,
120
+ "exponential_decay_length_penalty": null,
121
+ "force_words_ids": null,
122
+ "forced_bos_token_id": null,
123
+ "forced_decoder_ids": null,
124
+ "forced_eos_token_id": null,
125
+ "guidance_scale": null,
126
+ "length_penalty": 1.0,
127
+ "max_length": 32,
128
+ "max_new_tokens": 200,
129
+ "max_time": null,
130
+ "min_length": 0,
131
+ "min_new_tokens": null,
132
+ "no_repeat_ngram_size": 0,
133
+ "num_beam_groups": 1,
134
+ "num_beams": 1,
135
+ "pad_token_id": null,
136
+ "penalty_alpha": null,
137
+ "prompt_lookup_num_tokens": null,
138
+ "remove_invalid_values": false,
139
+ "renormalize_logits": false,
140
+ "repetition_penalty": 1.0,
141
+ "sequence_bias": null,
142
+ "suppress_tokens": null,
143
+ "temperature": 0.001,
144
+ "top_k": 50,
145
+ "top_p": 1.0,
146
+ "typical_p": 1.0,
147
+ "use_cache": true
148
+ },
149
+ "hyperopt": null,
150
+ "input_features": [
151
+ {
152
+ "active": true,
153
+ "column": "input",
154
+ "encoder": {
155
+ "skip": false,
156
+ "type": "passthrough"
157
+ },
158
+ "name": "input",
159
+ "preprocessing": {
160
+ "cache_encoder_embeddings": false,
161
+ "compute_idf": false,
162
+ "computed_fill_value": "<UNK>",
163
+ "fill_value": "<UNK>",
164
+ "lowercase": false,
165
+ "max_sequence_length": null,
166
+ "missing_value_strategy": "fill_with_const",
167
+ "most_common": 20000,
168
+ "ngram_size": 2,
169
+ "padding": "left",
170
+ "padding_symbol": "<PAD>",
171
+ "pretrained_model_name_or_path": "maritaca-ai/sabia-7b",
172
+ "sequence_length": null,
173
+ "tokenizer": "hf_tokenizer",
174
+ "unknown_symbol": "<UNK>",
175
+ "vocab_file": null
176
+ },
177
+ "proc_column": "input_htcAoW",
178
+ "tied": null,
179
+ "type": "text"
180
+ }
181
+ ],
182
+ "ludwig_version": "0.10.2",
183
+ "model_parameters": null,
184
+ "model_type": "llm",
185
+ "output_features": [
186
+ {
187
+ "active": true,
188
+ "class_similarities": null,
189
+ "column": "output",
190
+ "decoder": {
191
+ "fc_activation": "relu",
192
+ "fc_bias_initializer": "zeros",
193
+ "fc_dropout": 0.0,
194
+ "fc_layers": null,
195
+ "fc_norm": null,
196
+ "fc_norm_params": null,
197
+ "fc_output_size": 256,
198
+ "fc_use_bias": true,
199
+ "fc_weights_initializer": "xavier_uniform",
200
+ "input_size": null,
201
+ "max_new_tokens": 200,
202
+ "num_fc_layers": 0,
203
+ "pretrained_model_name_or_path": "maritaca-ai/sabia-7b",
204
+ "tokenizer": "hf_tokenizer",
205
+ "type": "text_extractor",
206
+ "vocab_file": ""
207
+ },
208
+ "default_validation_metric": "loss",
209
+ "dependencies": [],
210
+ "input_size": null,
211
+ "loss": {
212
+ "class_similarities": null,
213
+ "class_similarities_temperature": 0,
214
+ "class_weights": null,
215
+ "confidence_penalty": 0,
216
+ "robust_lambda": 0,
217
+ "type": "next_token_softmax_cross_entropy",
218
+ "unique": false,
219
+ "weight": 1.0
220
+ },
221
+ "name": "output",
222
+ "num_classes": null,
223
+ "preprocessing": {
224
+ "cache_encoder_embeddings": false,
225
+ "compute_idf": false,
226
+ "computed_fill_value": "<UNK>",
227
+ "fill_value": "<UNK>",
228
+ "lowercase": false,
229
+ "max_sequence_length": null,
230
+ "missing_value_strategy": "drop_row",
231
+ "most_common": 20000,
232
+ "ngram_size": 2,
233
+ "padding": "left",
234
+ "padding_symbol": "<PAD>",
235
+ "pretrained_model_name_or_path": "maritaca-ai/sabia-7b",
236
+ "sequence_length": null,
237
+ "tokenizer": "hf_tokenizer",
238
+ "unknown_symbol": "<UNK>",
239
+ "vocab_file": null
240
+ },
241
+ "proc_column": "output_eqE4WW",
242
+ "reduce_dependencies": "sum",
243
+ "reduce_input": "sum",
244
+ "type": "text"
245
+ }
246
+ ],
247
+ "preprocessing": {
248
+ "global_max_sequence_length": null,
249
+ "oversample_minority": null,
250
+ "sample_ratio": 1.0,
251
+ "sample_size": null,
252
+ "split": {
253
+ "probabilities": [
254
+ 0.9,
255
+ 0.1,
256
+ 0.0
257
+ ],
258
+ "type": "random"
259
+ },
260
+ "undersample_majority": null
261
+ },
262
+ "prompt": {
263
+ "retrieval": {
264
+ "index_name": null,
265
+ "k": 0,
266
+ "model_name": null,
267
+ "type": null
268
+ },
269
+ "task": null,
270
+ "template": "### Instru\u00e7\u00e3o: Voc\u00ea receber\u00e1 o texto de uma reda\u00e7\u00e3o extra\u00edda por um sistema de OCR. Corrija os erros presentes no texto.\n### Entrada: {input}\n### Resposta:"
271
+ },
272
+ "quantization": {
273
+ "bits": 4,
274
+ "bnb_4bit_compute_dtype": "float16",
275
+ "bnb_4bit_quant_type": "nf4",
276
+ "bnb_4bit_use_double_quant": true,
277
+ "llm_int8_has_fp16_weight": false,
278
+ "llm_int8_threshold": 6.0
279
+ },
280
+ "trainer": {
281
+ "base_learning_rate": 0.0,
282
+ "batch_size": 1,
283
+ "bucketing_field": null,
284
+ "checkpoints_per_epoch": 0,
285
+ "compile": false,
286
+ "early_stop": 5,
287
+ "effective_batch_size": "auto",
288
+ "enable_gradient_checkpointing": false,
289
+ "enable_profiling": false,
290
+ "epochs": 1,
291
+ "eval_batch_size": 1,
292
+ "eval_steps": null,
293
+ "evaluate_training_set": false,
294
+ "gradient_accumulation_steps": 16,
295
+ "gradient_clipping": {
296
+ "clipglobalnorm": 0.5,
297
+ "clipnorm": null,
298
+ "clipvalue": null
299
+ },
300
+ "increase_batch_size_eval_metric": "loss",
301
+ "increase_batch_size_eval_split": "training",
302
+ "increase_batch_size_on_plateau": 0,
303
+ "increase_batch_size_on_plateau_patience": 5,
304
+ "increase_batch_size_on_plateau_rate": 2.0,
305
+ "learning_rate": 0.0001,
306
+ "learning_rate_scaling": "linear",
307
+ "learning_rate_scheduler": {
308
+ "decay": null,
309
+ "decay_rate": 0.96,
310
+ "decay_steps": 10000,
311
+ "eta_min": 0,
312
+ "reduce_eval_metric": "loss",
313
+ "reduce_eval_split": "training",
314
+ "reduce_on_plateau": 0,
315
+ "reduce_on_plateau_patience": 10,
316
+ "reduce_on_plateau_rate": 0.1,
317
+ "staircase": false,
318
+ "t_0": null,
319
+ "t_mult": 1,
320
+ "warmup_evaluations": 0,
321
+ "warmup_fraction": 0.03
322
+ },
323
+ "max_batch_size": 1099511627776,
324
+ "optimizer": {
325
+ "amsgrad": false,
326
+ "betas": [
327
+ 0.9,
328
+ 0.999
329
+ ],
330
+ "eps": 1e-08,
331
+ "type": "adam",
332
+ "weight_decay": 0.0
333
+ },
334
+ "profiler": {
335
+ "active": 3,
336
+ "repeat": 5,
337
+ "skip_first": 0,
338
+ "wait": 1,
339
+ "warmup": 1
340
+ },
341
+ "regularization_lambda": 0.0,
342
+ "regularization_type": "l2",
343
+ "should_shuffle": true,
344
+ "skip_all_evaluation": false,
345
+ "steps_per_checkpoint": 0,
346
+ "train_steps": null,
347
+ "type": "finetune",
348
+ "use_mixed_precision": false,
349
+ "validation_field": "output",
350
+ "validation_metric": "loss"
351
+ }
352
+ },
353
+ "data_format": "<class 'pandas.core.frame.DataFrame'>",
354
+ "ludwig_version": "0.10.2",
355
+ "random_seed": 42,
356
+ "torch_version": "2.1.2+cu121"
357
+ }
sabia/model/model/llm_eval_examples/0.csv ADDED
The diff for this file is too large to render. See raw diff
 
sabia/model/model/logs/training/events.out.tfevents.1725791539.user-System-Product-Name.56936.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1d38ca9f1839d303cce4c5c5dfd88769aeba741cbd6fb4c70b8af84607ce3ccf
3
+ size 314339737
sabia/model/model/logs/validation/events.out.tfevents.1725791539.user-System-Product-Name.56936.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:060bfa2b583d066fa6f5b530db229e893d60a094f37694d5c75fa3f3a1a07559
3
+ size 478
sabia/model/model/model_hyperparameters.json ADDED
The diff for this file is too large to render. See raw diff
 
sabia/model/model/model_weights/README.md ADDED
@@ -0,0 +1,202 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: peft
3
+ base_model: maritaca-ai/sabia-7b
4
+ ---
5
+
6
+ # Model Card for Model ID
7
+
8
+ <!-- Provide a quick summary of what the model is/does. -->
9
+
10
+
11
+
12
+ ## Model Details
13
+
14
+ ### Model Description
15
+
16
+ <!-- Provide a longer summary of what this model is. -->
17
+
18
+
19
+
20
+ - **Developed by:** [More Information Needed]
21
+ - **Funded by [optional]:** [More Information Needed]
22
+ - **Shared by [optional]:** [More Information Needed]
23
+ - **Model type:** [More Information Needed]
24
+ - **Language(s) (NLP):** [More Information Needed]
25
+ - **License:** [More Information Needed]
26
+ - **Finetuned from model [optional]:** [More Information Needed]
27
+
28
+ ### Model Sources [optional]
29
+
30
+ <!-- Provide the basic links for the model. -->
31
+
32
+ - **Repository:** [More Information Needed]
33
+ - **Paper [optional]:** [More Information Needed]
34
+ - **Demo [optional]:** [More Information Needed]
35
+
36
+ ## Uses
37
+
38
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
39
+
40
+ ### Direct Use
41
+
42
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
+
44
+ [More Information Needed]
45
+
46
+ ### Downstream Use [optional]
47
+
48
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
49
+
50
+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
53
+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
56
+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
61
+
62
+ [More Information Needed]
63
+
64
+ ### Recommendations
65
+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
69
+
70
+ ## How to Get Started with the Model
71
+
72
+ Use the code below to get started with the model.
73
+
74
+ [More Information Needed]
75
+
76
+ ## Training Details
77
+
78
+ ### Training Data
79
+
80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
81
+
82
+ [More Information Needed]
83
+
84
+ ### Training Procedure
85
+
86
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
87
+
88
+ #### Preprocessing [optional]
89
+
90
+ [More Information Needed]
91
+
92
+
93
+ #### Training Hyperparameters
94
+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
96
+
97
+ #### Speeds, Sizes, Times [optional]
98
+
99
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
100
+
101
+ [More Information Needed]
102
+
103
+ ## Evaluation
104
+
105
+ <!-- This section describes the evaluation protocols and provides the results. -->
106
+
107
+ ### Testing Data, Factors & Metrics
108
+
109
+ #### Testing Data
110
+
111
+ <!-- This should link to a Dataset Card if possible. -->
112
+
113
+ [More Information Needed]
114
+
115
+ #### Factors
116
+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
118
+
119
+ [More Information Needed]
120
+
121
+ #### Metrics
122
+
123
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
124
+
125
+ [More Information Needed]
126
+
127
+ ### Results
128
+
129
+ [More Information Needed]
130
+
131
+ #### Summary
132
+
133
+
134
+
135
+ ## Model Examination [optional]
136
+
137
+ <!-- Relevant interpretability work for the model goes here -->
138
+
139
+ [More Information Needed]
140
+
141
+ ## Environmental Impact
142
+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
+
147
+ - **Hardware Type:** [More Information Needed]
148
+ - **Hours used:** [More Information Needed]
149
+ - **Cloud Provider:** [More Information Needed]
150
+ - **Compute Region:** [More Information Needed]
151
+ - **Carbon Emitted:** [More Information Needed]
152
+
153
+ ## Technical Specifications [optional]
154
+
155
+ ### Model Architecture and Objective
156
+
157
+ [More Information Needed]
158
+
159
+ ### Compute Infrastructure
160
+
161
+ [More Information Needed]
162
+
163
+ #### Hardware
164
+
165
+ [More Information Needed]
166
+
167
+ #### Software
168
+
169
+ [More Information Needed]
170
+
171
+ ## Citation [optional]
172
+
173
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
174
+
175
+ **BibTeX:**
176
+
177
+ [More Information Needed]
178
+
179
+ **APA:**
180
+
181
+ [More Information Needed]
182
+
183
+ ## Glossary [optional]
184
+
185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
186
+
187
+ [More Information Needed]
188
+
189
+ ## More Information [optional]
190
+
191
+ [More Information Needed]
192
+
193
+ ## Model Card Authors [optional]
194
+
195
+ [More Information Needed]
196
+
197
+ ## Model Card Contact
198
+
199
+ [More Information Needed]
200
+ ### Framework versions
201
+
202
+ - PEFT 0.9.0
sabia/model/model/model_weights/adapter_config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alpha_pattern": {},
3
+ "auto_mapping": null,
4
+ "base_model_name_or_path": "maritaca-ai/sabia-7b",
5
+ "bias": "none",
6
+ "fan_in_fan_out": false,
7
+ "inference_mode": true,
8
+ "init_lora_weights": true,
9
+ "layers_pattern": null,
10
+ "layers_to_transform": null,
11
+ "loftq_config": {},
12
+ "lora_alpha": 16,
13
+ "lora_dropout": 0.05,
14
+ "megatron_config": null,
15
+ "megatron_core": "megatron.core",
16
+ "modules_to_save": null,
17
+ "peft_type": "LORA",
18
+ "r": 8,
19
+ "rank_pattern": {},
20
+ "revision": null,
21
+ "target_modules": [
22
+ "v_proj",
23
+ "q_proj"
24
+ ],
25
+ "task_type": "CAUSAL_LM",
26
+ "use_dora": false,
27
+ "use_rslora": false
28
+ }
sabia/model/model/model_weights/adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:52a306c0c2485e723376469ecb545d5217682ae39526956068af4a736a575619
3
+ size 16794200
sabia/model/model/training_checkpoints/best.ckpt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a088cc61dd62ca5347c304b1e187461280751ef69de3c5ed642dfeb0e288891f
3
+ size 50549798
sabia/model/model/training_checkpoints/latest.ckpt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a088cc61dd62ca5347c304b1e187461280751ef69de3c5ed642dfeb0e288891f
3
+ size 50549798
sabia/model/model/training_progress.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fe282a109a060ed490428f687c3436aef1b14f1ef9ca44d3b9446d5ebc3a094d
3
+ size 10961981
sabia/model/model/training_set_metadata.json ADDED
The diff for this file is too large to render. See raw diff
 
sabia/model/training_statistics.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "evaluation_frequency": {
3
+ "frequency": 1,
4
+ "period": "epoch"
5
+ },
6
+ "test": {},
7
+ "training": {
8
+ "combined": {
9
+ "loss": [
10
+ 0.2769858241081238
11
+ ]
12
+ },
13
+ "output": {
14
+ "loss": [
15
+ 0.2769858241081238
16
+ ],
17
+ "next_token_perplexity": [
18
+ 12867.28125
19
+ ],
20
+ "perplexity": [
21
+ 31970.078125
22
+ ],
23
+ "sequence_accuracy": [
24
+ 0.0
25
+ ],
26
+ "token_accuracy": [
27
+ 0.00020247767679393291
28
+ ]
29
+ }
30
+ },
31
+ "validation": {
32
+ "combined": {
33
+ "loss": [
34
+ 0.2222265750169754
35
+ ]
36
+ },
37
+ "output": {
38
+ "loss": [
39
+ 0.2222265750169754
40
+ ],
41
+ "next_token_perplexity": [
42
+ 12715.419921875
43
+ ],
44
+ "perplexity": [
45
+ 31956.02734375
46
+ ],
47
+ "sequence_accuracy": [
48
+ 0.0
49
+ ],
50
+ "token_accuracy": [
51
+ 0.00017928318993654102
52
+ ]
53
+ }
54
+ }
55
+ }
sabia/nohup.out ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:812ef1a239c13ca702e4c914d9e0b7daac1553675b1b2b57853a12d9d3ea6cbb
3
+ size 41945355