Upload IndicBERTv2 toxicity detection model
Browse files- checkpoint-30/config.json +34 -0
- checkpoint-30/model.safetensors +3 -0
- checkpoint-30/optimizer.pt +3 -0
- checkpoint-30/rng_state.pth +3 -0
- checkpoint-30/scheduler.pt +3 -0
- checkpoint-30/special_tokens_map.json +37 -0
- checkpoint-30/tokenizer.json +0 -0
- checkpoint-30/tokenizer_config.json +245 -0
- checkpoint-30/trainer_state.json +65 -0
- checkpoint-30/training_args.bin +3 -0
- checkpoint-90/config.json +34 -0
- checkpoint-90/model.safetensors +3 -0
- checkpoint-90/optimizer.pt +3 -0
- checkpoint-90/rng_state.pth +3 -0
- checkpoint-90/scheduler.pt +3 -0
- checkpoint-90/special_tokens_map.json +37 -0
- checkpoint-90/tokenizer.json +0 -0
- checkpoint-90/tokenizer_config.json +245 -0
- checkpoint-90/trainer_state.json +127 -0
- checkpoint-90/training_args.bin +3 -0
- config.json +34 -0
- model.safetensors +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +245 -0
- training_metrics.csv +2 -0
checkpoint-30/config.json
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{
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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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"dtype": "float32",
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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": "non-toxic",
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"1": "toxic"
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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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"non-toxic": 0,
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"toxic": 1
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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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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"transformers_version": "4.57.3",
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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-30/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:133b9b77e6c0893d56ace33db0ad719e35b902fa9650e6112758c91360a32c43
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size 1112195200
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checkpoint-30/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f02a5871089399f3b8c13e39953c4b1abd4578eaf34005ba72a34cd7ea42c5a8
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size 2224505995
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checkpoint-30/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa66dc8a5aa311b099ccd3ed9128bdbe1a437e4ccc7ff0ad4e0841710bb28dd8
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size 14455
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checkpoint-30/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:81b5faa416eabf655ed44257620dd9237836b5365d5a9dfa77fab63a9f3467b6
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size 1465
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checkpoint-30/special_tokens_map.json
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{
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"cls_token": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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checkpoint-30/tokenizer.json
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The diff for this file is too large to render.
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checkpoint-30/tokenizer_config.json
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{
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"added_tokens_decoder": {
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| 3 |
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"0": {
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| 4 |
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"content": "[UNK]",
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| 5 |
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"lstrip": false,
|
| 6 |
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| 7 |
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"single_word": false,
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| 9 |
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"special": true
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| 10 |
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},
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| 11 |
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"1": {
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| 12 |
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"content": "[CLS]",
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| 13 |
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"lstrip": false,
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| 15 |
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"single_word": false,
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| 17 |
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"special": true
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| 18 |
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},
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| 19 |
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"2": {
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| 20 |
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| 21 |
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"special": true
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| 26 |
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},
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| 27 |
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"3": {
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| 28 |
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"content": "[PAD]",
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| 29 |
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"lstrip": false,
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| 30 |
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"normalized": false,
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| 32 |
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"single_word": false,
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| 33 |
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"special": true
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| 34 |
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},
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| 35 |
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"4": {
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| 36 |
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| 37 |
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"lstrip": false,
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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"special": true
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| 42 |
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},
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| 43 |
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"5": {
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| 44 |
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| 45 |
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"lstrip": false,
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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"special": true
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| 50 |
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},
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| 51 |
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"6": {
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| 52 |
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| 53 |
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| 57 |
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"special": true
|
| 58 |
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| 59 |
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"7": {
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| 60 |
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| 61 |
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| 62 |
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|
| 65 |
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|
| 66 |
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| 67 |
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"8": {
|
| 68 |
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| 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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"9": {
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| 76 |
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| 77 |
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|
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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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|
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
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|
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|
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|
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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| 101 |
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|
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|
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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| 109 |
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|
| 110 |
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|
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|
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|
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|
| 114 |
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|
| 115 |
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|
| 116 |
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| 117 |
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|
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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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|
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| 129 |
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|
| 130 |
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| 131 |
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"16": {
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 136 |
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| 137 |
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| 138 |
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| 139 |
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"17": {
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| 140 |
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| 141 |
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| 142 |
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|
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|
| 144 |
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| 145 |
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| 146 |
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| 147 |
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"18": {
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| 148 |
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"content": "<mni>",
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| 149 |
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"lstrip": false,
|
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checkpoint-30/trainer_state.json
ADDED
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checkpoint-30/training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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size 5777
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checkpoint-90/config.json
ADDED
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@@ -0,0 +1,34 @@
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{
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"architectures": [
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| 3 |
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| 4 |
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],
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| 9 |
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| 10 |
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| 11 |
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| 13 |
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"0": "non-toxic",
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| 14 |
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"1": "toxic"
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| 15 |
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},
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| 24 |
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| 27 |
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| 28 |
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"position_embedding_type": "absolute",
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| 29 |
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"problem_type": "single_label_classification",
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| 30 |
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"transformers_version": "4.57.3",
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| 31 |
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"type_vocab_size": 2,
|
| 32 |
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"use_cache": true,
|
| 33 |
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"vocab_size": 250000
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| 34 |
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}
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checkpoint-90/model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1112195200
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checkpoint-90/optimizer.pt
ADDED
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@@ -0,0 +1,3 @@
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size 2224505995
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checkpoint-90/rng_state.pth
ADDED
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size 14455
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checkpoint-90/scheduler.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 1465
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checkpoint-90/special_tokens_map.json
ADDED
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@@ -0,0 +1,37 @@
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| 10 |
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checkpoint-90/tokenizer.json
ADDED
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checkpoint-90/tokenizer_config.json
ADDED
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|
| 1 |
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{
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| 2 |
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|
checkpoint-90/trainer_state.json
ADDED
|
@@ -0,0 +1,127 @@
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|
| 1 |
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|
| 3 |
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|
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|
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|
| 110 |
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|
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|
| 112 |
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| 113 |
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| 114 |
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|
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| 120 |
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| 121 |
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|
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|
checkpoint-90/training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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size 5777
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config.json
ADDED
|
@@ -0,0 +1,34 @@
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|
| 1 |
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{
|
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| 3 |
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|
| 4 |
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],
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|
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|
| 7 |
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|
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
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|
| 13 |
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"0": "non-toxic",
|
| 14 |
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"1": "toxic"
|
| 15 |
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| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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"layer_norm_eps": 1e-12,
|
| 23 |
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"max_position_embeddings": 512,
|
| 24 |
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"model_type": "bert",
|
| 25 |
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|
| 26 |
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"num_hidden_layers": 12,
|
| 27 |
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|
| 28 |
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"position_embedding_type": "absolute",
|
| 29 |
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"problem_type": "single_label_classification",
|
| 30 |
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|
| 31 |
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|
| 32 |
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"use_cache": true,
|
| 33 |
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"vocab_size": 250000
|
| 34 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 1112195200
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,37 @@
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|
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|
|
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 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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"content": "[PAD]",
|
| 18 |
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|
| 19 |
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|
| 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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|
| 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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|
| 36 |
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|
| 37 |
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|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,245 @@
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|
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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},
|
| 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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"special": true
|
| 18 |
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},
|
| 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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"special": true
|
| 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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|
| 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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|
| 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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"9": {
|
| 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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"special": true
|
| 106 |
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|
| 107 |
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"13": {
|
| 108 |
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|
| 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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"special": true
|
| 114 |
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|
| 115 |
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"14": {
|
| 116 |
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|
| 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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"special": true
|
| 122 |
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|
| 123 |
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"15": {
|
| 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 |
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|
| 130 |
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|
| 131 |
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"16": {
|
| 132 |
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"content": "<mai>",
|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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"17": {
|
| 140 |
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"content": "<ml>",
|
| 141 |
+
"lstrip": false,
|
| 142 |
+
"normalized": false,
|
| 143 |
+
"rstrip": false,
|
| 144 |
+
"single_word": false,
|
| 145 |
+
"special": true
|
| 146 |
+
},
|
| 147 |
+
"18": {
|
| 148 |
+
"content": "<mni>",
|
| 149 |
+
"lstrip": false,
|
| 150 |
+
"normalized": false,
|
| 151 |
+
"rstrip": false,
|
| 152 |
+
"single_word": false,
|
| 153 |
+
"special": true
|
| 154 |
+
},
|
| 155 |
+
"19": {
|
| 156 |
+
"content": "<mr>",
|
| 157 |
+
"lstrip": false,
|
| 158 |
+
"normalized": false,
|
| 159 |
+
"rstrip": false,
|
| 160 |
+
"single_word": false,
|
| 161 |
+
"special": true
|
| 162 |
+
},
|
| 163 |
+
"20": {
|
| 164 |
+
"content": "<ne>",
|
| 165 |
+
"lstrip": false,
|
| 166 |
+
"normalized": false,
|
| 167 |
+
"rstrip": false,
|
| 168 |
+
"single_word": false,
|
| 169 |
+
"special": true
|
| 170 |
+
},
|
| 171 |
+
"21": {
|
| 172 |
+
"content": "<or>",
|
| 173 |
+
"lstrip": false,
|
| 174 |
+
"normalized": false,
|
| 175 |
+
"rstrip": false,
|
| 176 |
+
"single_word": false,
|
| 177 |
+
"special": true
|
| 178 |
+
},
|
| 179 |
+
"22": {
|
| 180 |
+
"content": "<pa>",
|
| 181 |
+
"lstrip": false,
|
| 182 |
+
"normalized": false,
|
| 183 |
+
"rstrip": false,
|
| 184 |
+
"single_word": false,
|
| 185 |
+
"special": true
|
| 186 |
+
},
|
| 187 |
+
"23": {
|
| 188 |
+
"content": "<sa>",
|
| 189 |
+
"lstrip": false,
|
| 190 |
+
"normalized": false,
|
| 191 |
+
"rstrip": false,
|
| 192 |
+
"single_word": false,
|
| 193 |
+
"special": true
|
| 194 |
+
},
|
| 195 |
+
"24": {
|
| 196 |
+
"content": "<sd>",
|
| 197 |
+
"lstrip": false,
|
| 198 |
+
"normalized": false,
|
| 199 |
+
"rstrip": false,
|
| 200 |
+
"single_word": false,
|
| 201 |
+
"special": true
|
| 202 |
+
},
|
| 203 |
+
"25": {
|
| 204 |
+
"content": "<sat>",
|
| 205 |
+
"lstrip": false,
|
| 206 |
+
"normalized": false,
|
| 207 |
+
"rstrip": false,
|
| 208 |
+
"single_word": false,
|
| 209 |
+
"special": true
|
| 210 |
+
},
|
| 211 |
+
"26": {
|
| 212 |
+
"content": "<ta>",
|
| 213 |
+
"lstrip": false,
|
| 214 |
+
"normalized": false,
|
| 215 |
+
"rstrip": false,
|
| 216 |
+
"single_word": false,
|
| 217 |
+
"special": true
|
| 218 |
+
},
|
| 219 |
+
"27": {
|
| 220 |
+
"content": "<te>",
|
| 221 |
+
"lstrip": false,
|
| 222 |
+
"normalized": false,
|
| 223 |
+
"rstrip": false,
|
| 224 |
+
"single_word": false,
|
| 225 |
+
"special": true
|
| 226 |
+
},
|
| 227 |
+
"28": {
|
| 228 |
+
"content": "<ur>",
|
| 229 |
+
"lstrip": false,
|
| 230 |
+
"normalized": false,
|
| 231 |
+
"rstrip": false,
|
| 232 |
+
"single_word": false,
|
| 233 |
+
"special": true
|
| 234 |
+
}
|
| 235 |
+
},
|
| 236 |
+
"clean_up_tokenization_spaces": false,
|
| 237 |
+
"cls_token": "[CLS]",
|
| 238 |
+
"extra_special_tokens": {},
|
| 239 |
+
"mask_token": "[MASK]",
|
| 240 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 241 |
+
"pad_token": "[PAD]",
|
| 242 |
+
"sep_token": "[SEP]",
|
| 243 |
+
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 244 |
+
"unk_token": "[UNK]"
|
| 245 |
+
}
|
training_metrics.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model,epochs,batch_size,learning_rate,max_length,val_accuracy,val_f1,train_samples,val_samples
|
| 2 |
+
ai4bharat/IndicBERTv2-MLM-only,3,16,2e-05,128,0.940677966101695,0.9119236177929095,468,118
|