claudiomello commited on
Commit
3674cef
·
verified ·
1 Parent(s): 6fe399a

Upload folder using huggingface_hub

Browse files
.gitattributes CHANGED
@@ -33,3 +33,4 @@ 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
+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ ---
3
+ tags:
4
+ - autotrain
5
+ - text-classification
6
+ base_model: Snowflake/snowflake-arctic-embed-l-v2.0
7
+ widget:
8
+ - text: "I love AutoTrain"
9
+ ---
10
+
11
+ # Model Trained Using AutoTrain
12
+
13
+ - Problem type: Text Classification
14
+
15
+ ## Validation Metrics
16
+ loss: 0.244761124253273
17
+
18
+ f1_macro: 0.9768339768339769
19
+
20
+ f1_micro: 0.9760765550239234
21
+
22
+ f1_weighted: 0.9760457655194498
23
+
24
+ precision_macro: 0.978448275862069
25
+
26
+ precision_micro: 0.9760765550239234
27
+
28
+ precision_weighted: 0.978138920970137
29
+
30
+ recall_macro: 0.9772727272727273
31
+
32
+ recall_micro: 0.9760765550239234
33
+
34
+ recall_weighted: 0.9760765550239234
35
+
36
+ accuracy: 0.9760765550239234
checkpoint-803/config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "Snowflake/snowflake-arctic-embed-l-v2.0",
3
+ "_num_labels": 4,
4
+ "architectures": [
5
+ "XLMRobertaForSequenceClassification"
6
+ ],
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "bos_token_id": 0,
9
+ "classifier_dropout": null,
10
+ "eos_token_id": 2,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 1024,
14
+ "id2label": {
15
+ "0": "coding",
16
+ "1": "question_answering",
17
+ "2": "searching_for_information",
18
+ "3": "summarization"
19
+ },
20
+ "initializer_range": 0.02,
21
+ "intermediate_size": 4096,
22
+ "label2id": {
23
+ "coding": 0,
24
+ "question_answering": 1,
25
+ "searching_for_information": 2,
26
+ "summarization": 3
27
+ },
28
+ "layer_norm_eps": 1e-05,
29
+ "max_position_embeddings": 8194,
30
+ "model_type": "xlm-roberta",
31
+ "num_attention_heads": 16,
32
+ "num_hidden_layers": 24,
33
+ "output_past": true,
34
+ "pad_token_id": 1,
35
+ "position_embedding_type": "absolute",
36
+ "problem_type": "single_label_classification",
37
+ "torch_dtype": "float32",
38
+ "transformers_version": "4.46.2",
39
+ "type_vocab_size": 1,
40
+ "use_cache": true,
41
+ "vocab_size": 250002
42
+ }
checkpoint-803/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78ddfe5660324c067939f702dd0c891e7b0fa5ab419814ff8527cace7d85ff34
3
+ size 2271084152
checkpoint-803/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d2f851090f59f0f76332270270cc38d1a0396fd6c7daf2c4ac85c9b0a5187ff
3
+ size 4542405205
checkpoint-803/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8a9d1b1c2a35a9941ea6e9bd8462c2e18221983c7406a6aaeeae85db6b01035
3
+ size 14244
checkpoint-803/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d755a2018e4826fdcc89fa667833156a2954bad472d3a793dc893be909e4615a
3
+ size 1064
checkpoint-803/trainer_state.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-803/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:09cad0fb1148af34ae47c649e5647cdb30f4a05d13dcfff4be36f777a3d8ac6b
3
+ size 5368
config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "Snowflake/snowflake-arctic-embed-l-v2.0",
3
+ "_num_labels": 4,
4
+ "architectures": [
5
+ "XLMRobertaForSequenceClassification"
6
+ ],
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "bos_token_id": 0,
9
+ "classifier_dropout": null,
10
+ "eos_token_id": 2,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 1024,
14
+ "id2label": {
15
+ "0": "coding",
16
+ "1": "question_answering",
17
+ "2": "searching_for_information",
18
+ "3": "summarization"
19
+ },
20
+ "initializer_range": 0.02,
21
+ "intermediate_size": 4096,
22
+ "label2id": {
23
+ "coding": 0,
24
+ "question_answering": 1,
25
+ "searching_for_information": 2,
26
+ "summarization": 3
27
+ },
28
+ "layer_norm_eps": 1e-05,
29
+ "max_position_embeddings": 8194,
30
+ "model_type": "xlm-roberta",
31
+ "num_attention_heads": 16,
32
+ "num_hidden_layers": 24,
33
+ "output_past": true,
34
+ "pad_token_id": 1,
35
+ "position_embedding_type": "absolute",
36
+ "problem_type": "single_label_classification",
37
+ "torch_dtype": "float32",
38
+ "transformers_version": "4.46.2",
39
+ "type_vocab_size": 1,
40
+ "use_cache": true,
41
+ "vocab_size": 250002
42
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78ddfe5660324c067939f702dd0c891e7b0fa5ab419814ff8527cace7d85ff34
3
+ size 2271084152
runs/Dec16_02-21-48_r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7/events.out.tfevents.1734315710.r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7.124.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6ef685452f036c832ad25e070bf36c7ac416a6a706fbacddebd29a588587c5f9
3
- size 1032694
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5765370a90a2a011aab9d287cc8c18fc0b09a5c09b15c23fd91247b2c3ad7fd9
3
+ size 1037679
runs/Dec16_02-21-48_r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7/events.out.tfevents.1734322417.r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7.124.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:35705715c5ec26d2160be03de6089207c1a04182dcf79dda031a91cee609e0f8
3
+ size 921
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
+ }
tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:901bd4b40a8c8307455742bb500cd5d6a1491ab313b2e3755f38502e9951cecf
3
+ size 17083066
tokenizer_config.json ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "250001": {
36
+ "content": "<mask>",
37
+ "lstrip": true,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": true,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "mask_token": "<mask>",
49
+ "max_length": 512,
50
+ "model_max_length": 8192,
51
+ "pad_to_multiple_of": null,
52
+ "pad_token": "<pad>",
53
+ "pad_token_type_id": 0,
54
+ "padding_side": "right",
55
+ "sep_token": "</s>",
56
+ "stride": 0,
57
+ "tokenizer_class": "XLMRobertaTokenizer",
58
+ "truncation_side": "right",
59
+ "truncation_strategy": "longest_first",
60
+ "unk_token": "<unk>"
61
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:09cad0fb1148af34ae47c649e5647cdb30f4a05d13dcfff4be36f777a3d8ac6b
3
+ size 5368
training_params.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "data_path": "Classifier-Intent-snowflake/autotrain-data",
3
+ "model": "Snowflake/snowflake-arctic-embed-l-v2.0",
4
+ "lr": 5e-05,
5
+ "epochs": 20,
6
+ "max_seq_length": 8192,
7
+ "batch_size": 8,
8
+ "warmup_ratio": 0.1,
9
+ "gradient_accumulation": 1,
10
+ "optimizer": "adamw_torch",
11
+ "scheduler": "linear",
12
+ "weight_decay": 0.0,
13
+ "max_grad_norm": 1.0,
14
+ "seed": 42,
15
+ "train_split": "train",
16
+ "valid_split": "validation",
17
+ "text_column": "autotrain_text",
18
+ "target_column": "autotrain_label",
19
+ "logging_steps": 1,
20
+ "project_name": "Classifier-Intent-snowflake",
21
+ "auto_find_batch_size": true,
22
+ "mixed_precision": "fp16",
23
+ "save_total_limit": 1,
24
+ "push_to_hub": true,
25
+ "eval_strategy": "epoch",
26
+ "username": "claudiomello",
27
+ "log": "tensorboard",
28
+ "early_stopping_patience": 5,
29
+ "early_stopping_threshold": 0.01
30
+ }