Upload folder using huggingface_hub
Browse files- README.md +37 -0
- checkpoint-514/config.json +60 -0
- checkpoint-514/model.safetensors +3 -0
- checkpoint-514/optimizer.pt +3 -0
- checkpoint-514/rng_state.pth +3 -0
- checkpoint-514/scheduler.pt +3 -0
- checkpoint-514/trainer_state.json +372 -0
- checkpoint-514/training_args.bin +3 -0
- config.json +60 -0
- model.safetensors +3 -0
- runs/Jun03_11-14-38_r-pvaluedotone-bigbird-sentiment-h6p4olmf-3196a-urr3c/events.out.tfevents.1748949283.r-pvaluedotone-bigbird-sentiment-h6p4olmf-3196a-urr3c.196.0 +2 -2
- runs/Jun03_11-14-38_r-pvaluedotone-bigbird-sentiment-h6p4olmf-3196a-urr3c/events.out.tfevents.1748965850.r-pvaluedotone-bigbird-sentiment-h6p4olmf-3196a-urr3c.196.1 +3 -0
- special_tokens_map.json +51 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +824 -0
- training_args.bin +3 -0
- training_params.json +30 -0
README.md
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---
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library_name: transformers
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tags:
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- autotrain
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- text-classification
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base_model: google/bigbird-roberta-base
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widget:
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- text: "I love AutoTrain"
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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: 1.798496961593628
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f1_macro: 0.22749841710333368
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f1_micro: 0.26653696498054474
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f1_weighted: 0.23467290371308847
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precision_macro: 0.2675680367049088
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precision_micro: 0.26653696498054474
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precision_weighted: 0.277737992326741
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recall_macro: 0.2594956658786446
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recall_micro: 0.26653696498054474
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recall_weighted: 0.26653696498054474
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accuracy: 0.26653696498054474
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checkpoint-514/config.json
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{
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"_name_or_path": "google/bigbird-roberta-base",
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"_num_labels": 10,
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"architectures": [
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"BigBirdForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"attention_type": "block_sparse",
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"block_size": 64,
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"bos_token_id": 1,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"hidden_act": "gelu_new",
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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": "10",
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"2": "2",
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"3": "3",
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"4": "4",
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"5": "5",
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"6": "6",
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"7": "7",
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"8": "8",
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"9": "9"
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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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"10": 1,
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"2": 2,
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"3": 3,
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"4": 4,
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"5": 5,
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"6": 6,
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"7": 7,
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"8": 8,
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"9": 9
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 4096,
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"model_type": "big_bird",
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| 46 |
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"num_attention_heads": 12,
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| 47 |
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"num_hidden_layers": 12,
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| 48 |
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"num_random_blocks": 3,
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| 49 |
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"pad_token_id": 0,
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| 50 |
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"rescale_embeddings": false,
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"sep_token_id": 66,
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"torch_dtype": "float32",
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"transformers_version": "4.48.0",
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"type_vocab_size": 2,
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"use_bias": true,
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"use_cache": true,
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"vocab_size": 50358
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}
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checkpoint-514/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:423f7eceec4dd3dad4a1940baeb7f371b185e6792900d3dbb9ad5912ecca2143
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size 512292072
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checkpoint-514/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4d6974e9e06d4df8fba1cae0a026f459e1c1ca5c32b7aab64c31e37b72d7e9bd
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size 1019974394
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checkpoint-514/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:9252fb734ac5e379290f7fbd9e1d23ebe111bb64502dde4db0bfe5beb2e90d06
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size 13990
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checkpoint-514/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:401748450d219ccacfd40aa24dc891969a0bd3ea46cb6d73574cad8887115992
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size 1064
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checkpoint-514/trainer_state.json
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| 1 |
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{
|
| 2 |
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"best_metric": 1.798496961593628,
|
| 3 |
+
"best_model_checkpoint": "autotrain-bigbird-flight/checkpoint-514",
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
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"global_step": 514,
|
| 7 |
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"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
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{
|
| 12 |
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"epoch": 0.04669260700389105,
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| 13 |
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"grad_norm": 3.0252254009246826,
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| 14 |
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"learning_rate": 9.724473257698543e-07,
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| 15 |
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"loss": 2.2957,
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| 16 |
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"step": 12
|
| 17 |
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},
|
| 18 |
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{
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| 19 |
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"epoch": 0.0933852140077821,
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| 20 |
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"grad_norm": 3.4915716648101807,
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"learning_rate": 1.9448946515397086e-06,
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| 22 |
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"loss": 2.3137,
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| 23 |
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"step": 24
|
| 24 |
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},
|
| 25 |
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{
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| 26 |
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"epoch": 0.14007782101167315,
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| 27 |
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"grad_norm": 3.5864250659942627,
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| 28 |
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"learning_rate": 2.9173419773095627e-06,
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| 29 |
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"loss": 2.3067,
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| 30 |
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"step": 36
|
| 31 |
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},
|
| 32 |
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{
|
| 33 |
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"epoch": 0.1867704280155642,
|
| 34 |
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"grad_norm": 4.509471893310547,
|
| 35 |
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"learning_rate": 3.889789303079417e-06,
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| 36 |
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"loss": 2.3144,
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| 37 |
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"step": 48
|
| 38 |
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},
|
| 39 |
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model.safetensors
ADDED
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special_tokens_map.json
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| 15 |
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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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| 34 |
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| 38 |
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| 41 |
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| 50 |
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|
| 51 |
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spiece.model
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tokenizer.json
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tokenizer_config.json
ADDED
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| 1 |
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| 2 |
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| 742 |
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|
| 743 |
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| 744 |
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|
| 745 |
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|
| 746 |
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|
| 747 |
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|
| 748 |
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|
| 749 |
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|
| 750 |
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|
| 751 |
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"rstrip": false,
|
| 752 |
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|
| 753 |
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|
| 754 |
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|
| 755 |
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|
| 756 |
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|
| 757 |
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|
| 758 |
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|
| 759 |
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|
| 760 |
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|
| 761 |
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|
| 762 |
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| 763 |
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|
| 764 |
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|
| 765 |
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|
| 766 |
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|
| 767 |
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|
| 768 |
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|
| 769 |
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|
| 770 |
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|
| 771 |
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|
| 772 |
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|
| 773 |
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|
| 774 |
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|
| 775 |
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|
| 776 |
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"single_word": false,
|
| 777 |
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"special": false
|
| 778 |
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},
|
| 779 |
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"97": {
|
| 780 |
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|
| 781 |
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|
| 782 |
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|
| 783 |
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|
| 784 |
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|
| 785 |
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|
| 786 |
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|
| 787 |
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"98": {
|
| 788 |
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|
| 789 |
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|
| 790 |
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|
| 791 |
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|
| 792 |
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|
| 793 |
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"special": false
|
| 794 |
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},
|
| 795 |
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"99": {
|
| 796 |
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"content": "<unused_98>",
|
| 797 |
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|
| 798 |
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|
| 799 |
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|
| 800 |
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"single_word": false,
|
| 801 |
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"special": false
|
| 802 |
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},
|
| 803 |
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"100": {
|
| 804 |
+
"content": "<unk>",
|
| 805 |
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"lstrip": false,
|
| 806 |
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"normalized": true,
|
| 807 |
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|
| 808 |
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"single_word": false,
|
| 809 |
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"special": true
|
| 810 |
+
}
|
| 811 |
+
},
|
| 812 |
+
"bos_token": "</s>",
|
| 813 |
+
"clean_up_tokenization_spaces": false,
|
| 814 |
+
"cls_token": "[CLS]",
|
| 815 |
+
"eos_token": "<s>",
|
| 816 |
+
"extra_special_tokens": {},
|
| 817 |
+
"mask_token": "[MASK]",
|
| 818 |
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"model_max_length": 4096,
|
| 819 |
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"pad_token": "<pad>",
|
| 820 |
+
"sep_token": "[SEP]",
|
| 821 |
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"sp_model_kwargs": {},
|
| 822 |
+
"tokenizer_class": "BigBirdTokenizer",
|
| 823 |
+
"unk_token": "<unk>"
|
| 824 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:de2556194136857f87dd46b8888164dae396809915621766c4a139f6802c6238
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-bigbird-flight/autotrain-data",
|
| 3 |
+
"model": "google/bigbird-roberta-base",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 24,
|
| 6 |
+
"max_seq_length": 128,
|
| 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": "autotrain-bigbird-flight",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"eval_strategy": "epoch",
|
| 26 |
+
"username": "pvaluedotone",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|