Upload folder using huggingface_hub
Browse files- README.md +37 -0
- checkpoint-408/config.json +38 -0
- checkpoint-408/model.safetensors +3 -0
- checkpoint-408/optimizer.pt +3 -0
- checkpoint-408/rng_state.pth +3 -0
- checkpoint-408/scheduler.pt +3 -0
- checkpoint-408/trainer_state.json +551 -0
- checkpoint-408/training_args.bin +3 -0
- config.json +38 -0
- model.safetensors +3 -0
- runs/Apr29_17-28-14_r-akhil-9640-actsa-train-lgmwpzpt-451cc-8quec/events.out.tfevents.1714411694.r-akhil-9640-actsa-train-lgmwpzpt-451cc-8quec.86.0 +2 -2
- runs/Apr29_17-28-14_r-akhil-9640-actsa-train-lgmwpzpt-451cc-8quec/events.out.tfevents.1714421090.r-akhil-9640-actsa-train-lgmwpzpt-451cc-8quec.86.1 +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +244 -0
- training_args.bin +3 -0
- training_params.json +28 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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widget:
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- text: "I love AutoTrain"
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datasets:
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- ACTSA-AI4Bharath/autotrain-data
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 1.0651801824569702
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f1_macro: 0.2095479509928179
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f1_micro: 0.4584103512014787
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f1_weighted: 0.2881768494245037
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precision_macro: 0.1528034504004929
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precision_micro: 0.4584103512014787
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precision_weighted: 0.21014005008866307
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recall_macro: 0.3333333333333333
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recall_micro: 0.4584103512014787
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recall_weighted: 0.4584103512014787
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accuracy: 0.4584103512014787
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checkpoint-408/config.json
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{
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"_name_or_path": "ai4bharat/IndicBERTv2-MLM-only",
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"_num_labels": 3,
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"embedding_size": 768,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "-1",
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"1": "0",
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"2": "1"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"-1": 0,
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"0": 1,
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"1": 2
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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| 29 |
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"num_hidden_layers": 12,
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| 30 |
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"pad_token_id": 0,
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| 31 |
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.40.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 250000
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}
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checkpoint-408/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:af417d52f19f9696a532da06413d3b212cc75fe7d1f9c5075a7b9aa4bd935e0c
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size 1112198276
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checkpoint-408/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:129b5764104bfabca371bcebf02d1f1b41bfbf90db57f8c149064edad332f24d
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size 2224511738
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checkpoint-408/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1849766005ba4492afa1b6132578d519bb994cc308b4a2167e0b19bb1d85ebc2
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size 13990
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checkpoint-408/scheduler.pt
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oid sha256:e8b7aa265af4b760edf137189c9df8fd167f96e5a05b37a842c26901e3a1c6f9
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size 1064
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checkpoint-408/trainer_state.json
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
+
},
|
| 11 |
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"1": {
|
| 12 |
+
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
+
},
|
| 19 |
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"2": {
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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"3": {
|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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"4": {
|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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"5": {
|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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},
|
| 51 |
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"6": {
|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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"7": {
|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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"content": "<dg>",
|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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},
|
| 91 |
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"11": {
|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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"12": {
|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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},
|
| 107 |
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"13": {
|
| 108 |
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"content": "<kha>",
|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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"content": "<kn>",
|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
+
"special": true
|
| 130 |
+
},
|
| 131 |
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"16": {
|
| 132 |
+
"content": "<mai>",
|
| 133 |
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"lstrip": false,
|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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"special": true
|
| 138 |
+
},
|
| 139 |
+
"17": {
|
| 140 |
+
"content": "<ml>",
|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
+
"special": true
|
| 146 |
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},
|
| 147 |
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"18": {
|
| 148 |
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"content": "<mni>",
|
| 149 |
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"lstrip": false,
|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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},
|
| 155 |
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"19": {
|
| 156 |
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"content": "<mr>",
|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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},
|
| 163 |
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"20": {
|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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"special": true
|
| 170 |
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},
|
| 171 |
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"21": {
|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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},
|
| 179 |
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"22": {
|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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},
|
| 187 |
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"23": {
|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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},
|
| 195 |
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"24": {
|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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},
|
| 203 |
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"25": {
|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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"26": {
|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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},
|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
+
}
|
| 235 |
+
},
|
| 236 |
+
"clean_up_tokenization_spaces": true,
|
| 237 |
+
"cls_token": "[CLS]",
|
| 238 |
+
"mask_token": "[MASK]",
|
| 239 |
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"model_max_length": 1000000000000000019884624838656,
|
| 240 |
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"pad_token": "[PAD]",
|
| 241 |
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"sep_token": "[SEP]",
|
| 242 |
+
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 243 |
+
"unk_token": "[UNK]"
|
| 244 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5535ad3d727506b5f567fcbbd90842af5b01602d837611fffb384fb6dcd53359
|
| 3 |
+
size 5048
|
training_params.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "ACTSA-AI4Bharath/autotrain-data",
|
| 3 |
+
"model": "ai4bharat/IndicBERTv2-MLM-only",
|
| 4 |
+
"lr": 0.005,
|
| 5 |
+
"epochs": 3,
|
| 6 |
+
"max_seq_length": 128,
|
| 7 |
+
"batch_size": 32,
|
| 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": "ACTSA-AI4Bharath",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": null,
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"evaluation_strategy": "epoch",
|
| 26 |
+
"username": "Akhil-9640",
|
| 27 |
+
"log": "tensorboard"
|
| 28 |
+
}
|