Hugging Face's logo

poooj
/
test_model_tamillion

PyTorch
TensorBoard
Safetensors
electra
Generated from Trainer
Model card Files Metrics Community
poooj commited on
Commit
1419d6a
·
verified ·
1 Parent(s): 14c85a3

Training in progress, epoch 1

Browse files
Files changed (26) hide show
  1. README.md +61 -0
  2. config.json +36 -0
  3. model.safetensors +3 -0
  4. pytorch_model.bin +3 -0
  5. runs/Dec17_18-07-57_pooj/events.out.tfevents.1734439082.pooj.16592.0 +3 -0
  6. runs/Dec17_18-10-23_pooj/events.out.tfevents.1734439224.pooj.29068.0 +3 -0
  7. runs/Dec18_12-26-17_pooj/events.out.tfevents.1734504979.pooj.24108.0 +3 -0
  8. runs/Dec18_12-46-26_pooj/events.out.tfevents.1734506189.pooj.24108.1 +3 -0
  9. runs/Dec18_13-48-15_pooj/events.out.tfevents.1734509897.pooj.24108.2 +3 -0
  10. runs/Mar22_14-29-04_Poojilaptop/events.out.tfevents.1711097950.Poojilaptop.21820.0 +3 -0
  11. runs/Mar22_18-57-31_Poojilaptop/events.out.tfevents.1711114056.Poojilaptop.21140.0 +3 -0
  12. runs/Mar23_15-55-31_Poojilaptop/events.out.tfevents.1711189535.Poojilaptop.29212.0 +3 -0
  13. runs/Mar29_14-55-16_Poojilaptop/events.out.tfevents.1711704318.Poojilaptop.11716.0 +3 -0
  14. runs/Mar30_15-59-13_Poojilaptop/events.out.tfevents.1711794555.Poojilaptop.10068.0 +3 -0
  15. runs/Mar31_14-19-35_Poojilaptop/events.out.tfevents.1711874976.Poojilaptop.1828.0 +3 -0
  16. runs/Mar31_17-36-31_Poojilaptop/events.out.tfevents.1711886792.Poojilaptop.13668.0 +3 -0
  17. runs/May15_21-42-10_Poojilaptop/events.out.tfevents.1715789534.Poojilaptop.15140.0 +3 -0
  18. runs/May15_21-50-52_Poojilaptop/events.out.tfevents.1715790055.Poojilaptop.15140.1 +3 -0
  19. runs/May16_10-35-02_Poojilaptop/events.out.tfevents.1715835903.Poojilaptop.35000.0 +3 -0
  20. runs/May21_11-25-10_Poojilaptop/events.out.tfevents.1716270917.Poojilaptop.18476.0 +3 -0
  21. special_tokens_map.json +7 -0
  22. spiece.model +3 -0
  23. tokenizer.json +0 -0
  24. tokenizer_config.json +58 -0
  25. training_args.bin +3 -0
  26. vocab.txt +0 -0
README.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ base_model: ai4bharat/indic-bert
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: test_model
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # test_model
17
+
18
+ This model is a fine-tuned version of [ai4bharat/indic-bert](https://huggingface.co/ai4bharat/indic-bert) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.5251
21
+ - Accuracy: 0.7788
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 2e-05
41
+ - train_batch_size: 16
42
+ - eval_batch_size: 16
43
+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 2
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | No log | 1.0 | 65 | 0.5317 | 0.7788 |
53
+ | No log | 2.0 | 130 | 0.5251 | 0.7788 |
54
+
55
+
56
+ ### Framework versions
57
+
58
+ - Transformers 4.41.2
59
+ - Pytorch 2.3.0+cpu
60
+ - Datasets 2.17.0
61
+ - Tokenizers 0.19.1
config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "monsoon-nlp/tamillion",
3
+ "architectures": [
4
+ "ElectraForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "embedding_size": 768,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 768,
12
+ "initializer_range": 0.02,
13
+ "intermediate_size": 3072,
14
+ "layer_norm_eps": 1e-12,
15
+ "max_position_embeddings": 512,
16
+ "model_type": "electra",
17
+ "num_attention_heads": 12,
18
+ "num_hidden_layers": 12,
19
+ "pad_token_id": 0,
20
+ "pooler_fc_size": 768,
21
+ "pooler_num_attention_heads": 12,
22
+ "pooler_num_fc_layers": 3,
23
+ "pooler_size_per_head": 128,
24
+ "pooler_type": "first_token_transform",
25
+ "position_embedding_type": "absolute",
26
+ "problem_type": "single_label_classification",
27
+ "summary_activation": "gelu",
28
+ "summary_last_dropout": 0.1,
29
+ "summary_type": "first",
30
+ "summary_use_proj": true,
31
+ "torch_dtype": "float32",
32
+ "transformers_version": "4.41.2",
33
+ "type_vocab_size": 2,
34
+ "use_cache": true,
35
+ "vocab_size": 39930
36
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:55a7788c4702ed96a044aaefeb3431482a8bf3e3b8bffc8c8d9e2294c47f5049
3
+ size 466860632
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8faabf0f3e09d1ef90e3e6424aae81348411a43e9f13de4adcdea2561662dc34
3
+ size 267854570
runs/Dec17_18-07-57_pooj/events.out.tfevents.1734439082.pooj.16592.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b668b9a1e8c46d33fef4277b9deb676f6b6e3657ca9ffa47a55eb9d5dbe0b26c
3
+ size 4947
runs/Dec17_18-10-23_pooj/events.out.tfevents.1734439224.pooj.29068.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1a1a2dd84685b11416fc8ff0df03ef11595703025b1de3c05623cbacb1b8cb3e
3
+ size 4947
runs/Dec18_12-26-17_pooj/events.out.tfevents.1734504979.pooj.24108.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ccf345fc24e3957293f806ca7dca7210cfd603c820c2fe312506eb77e33d8763
3
+ size 5941
runs/Dec18_12-46-26_pooj/events.out.tfevents.1734506189.pooj.24108.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0ffcbda002c1edcbd6da04323bb7c4dfa8014d2e66c1ef15817fda02720caf0a
3
+ size 7051
runs/Dec18_13-48-15_pooj/events.out.tfevents.1734509897.pooj.24108.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ec2aabb2f57bd23d27704f34bc381c857ad9eb5a12d1eaea4045363477935be
3
+ size 5431
runs/Mar22_14-29-04_Poojilaptop/events.out.tfevents.1711097950.Poojilaptop.21820.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d5a9c14cb79ca1b6e6a9e8ea016ac721e387eee8710e5d13de6ff124bf82464
3
+ size 5508
runs/Mar22_18-57-31_Poojilaptop/events.out.tfevents.1711114056.Poojilaptop.21140.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2e1ed8c26ddffc7dadfd75b8fe21092fbd7c1acdd46ea71bebe525f98b28f239
3
+ size 5508
runs/Mar23_15-55-31_Poojilaptop/events.out.tfevents.1711189535.Poojilaptop.29212.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:becaa3d1f9901784fc95ea25a4334f3f67459d425e84da2d4bf9229eaa57a351
3
+ size 5520
runs/Mar29_14-55-16_Poojilaptop/events.out.tfevents.1711704318.Poojilaptop.11716.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71410530f9018b8f3c1bdc4c25110a0e9767cf6a757fa38a5077e97a6cdfc6d9
3
+ size 4351
runs/Mar30_15-59-13_Poojilaptop/events.out.tfevents.1711794555.Poojilaptop.10068.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d08a5c7405c145cd9658d32da392b76f17d33751f1d9fd7fdc8fcd1e928a01d7
3
+ size 5520
runs/Mar31_14-19-35_Poojilaptop/events.out.tfevents.1711874976.Poojilaptop.1828.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0918bb5ce1aa7ba4d5d9289183bd23ad53039a4530766e0b3a7c3d75e9f9f541
3
+ size 4155
runs/Mar31_17-36-31_Poojilaptop/events.out.tfevents.1711886792.Poojilaptop.13668.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e8af3cd593cdd5896a88d49b629b2683122a1e24d9a16d81074be2d3758dc3da
3
+ size 5469
runs/May15_21-42-10_Poojilaptop/events.out.tfevents.1715789534.Poojilaptop.15140.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8baf2b312079da098b57249ddfbe9fbca0c2b9893bbc72b1a123c42b6a13016f
3
+ size 4736
runs/May15_21-50-52_Poojilaptop/events.out.tfevents.1715790055.Poojilaptop.15140.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fe6679359475a9e653508682b23fc11a5360c0dc84a386530013dcdf5ca052cf
3
+ size 6158
runs/May16_10-35-02_Poojilaptop/events.out.tfevents.1715835903.Poojilaptop.35000.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fbe2f03653f61c1a23cab9fbb4b9952bb5b716053e0cb388fbe42a0412953a0b
3
+ size 6158
runs/May21_11-25-10_Poojilaptop/events.out.tfevents.1716270917.Poojilaptop.18476.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c39e25fafb685a943ec68bf8a2f35f9b9202727e3399b9d3e8b21de617a3601a
3
+ size 5415
special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
spiece.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0f848afb4cb35389f15819aad6b9b4bb65d8b6cec9613b6145bea94b4a045ab6
3
+ size 708295
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[UNK]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "[MASK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "[PAD]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "[CLS]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "[SEP]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": false,
48
+ "lowercase": false,
49
+ "mask_token": "[MASK]",
50
+ "model_max_length": 1000000000000000019884624838656,
51
+ "never_split": null,
52
+ "pad_token": "[PAD]",
53
+ "sep_token": "[SEP]",
54
+ "strip_accents": false,
55
+ "tokenize_chinese_chars": true,
56
+ "tokenizer_class": "ElectraTokenizer",
57
+ "unk_token": "[UNK]"
58
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d157ef5759216fbf99bf323230230d362bfaccc93b210c88014c11c80368d827
3
+ size 5112
vocab.txt ADDED
The diff for this file is too large to render. See raw diff