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Browse files- README.md +37 -0
- checkpoint-1028/config.json +60 -0
- checkpoint-1028/model.safetensors +3 -0
- checkpoint-1028/optimizer.pt +3 -0
- checkpoint-1028/rng_state.pth +3 -0
- checkpoint-1028/scheduler.pt +3 -0
- checkpoint-1028/trainer_state.json +218 -0
- checkpoint-1028/training_args.bin +3 -0
- config.json +60 -0
- model.safetensors +3 -0
- runs/Jun04_03-57-39_r-pvaluedotone-bigbird-sentiment-fxjxbskt-0213b-cgpll/events.out.tfevents.1749009462.r-pvaluedotone-bigbird-sentiment-fxjxbskt-0213b-cgpll.473.0 +2 -2
- runs/Jun04_03-57-39_r-pvaluedotone-bigbird-sentiment-fxjxbskt-0213b-cgpll/events.out.tfevents.1749218335.r-pvaluedotone-bigbird-sentiment-fxjxbskt-0213b-cgpll.473.1 +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: 1.6760838031768799
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f1_macro: 0.27337963763262785
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f1_micro: 0.3093385214007782
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f1_weighted: 0.2814372687206247
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precision_macro: 0.282150640368379
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precision_micro: 0.3093385214007782
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precision_weighted: 0.2911286647426314
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recall_macro: 0.30072312612988455
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recall_micro: 0.3093385214007782
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recall_weighted: 0.3093385214007782
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accuracy: 0.3093385214007782
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checkpoint-1028/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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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_random_blocks": 3,
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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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"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-1028/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:17d6504b20f04ce6f3c6523c189884b3278704c17c656be4244998998e314159
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size 512292072
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checkpoint-1028/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:db711e380d7fd2cad9c224f25e140798aa730657bc435833cf0e4564e573ae07
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size 1019974394
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checkpoint-1028/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14054
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checkpoint-1028/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5e6457f7b9dd6e9755139d72ce919b1b20015eaec601df6c901acd6073e70a93
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size 1064
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checkpoint-1028/trainer_state.json
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<pad>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": true,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "</s>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": true,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<sep_0>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": false
|
| 34 |
+
},
|
| 35 |
+
"4": {
|
| 36 |
+
"content": "<sep_1>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": false
|
| 42 |
+
},
|
| 43 |
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"5": {
|
| 44 |
+
"content": "<sep_2>",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": false
|
| 50 |
+
},
|
| 51 |
+
"6": {
|
| 52 |
+
"content": "<sep_3>",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": false,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": false
|
| 58 |
+
},
|
| 59 |
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"7": {
|
| 60 |
+
"content": "<sep_4>",
|
| 61 |
+
"lstrip": false,
|
| 62 |
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"normalized": false,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
| 65 |
+
"special": false
|
| 66 |
+
},
|
| 67 |
+
"8": {
|
| 68 |
+
"content": "<no_saic_raw_sp>",
|
| 69 |
+
"lstrip": false,
|
| 70 |
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"normalized": false,
|
| 71 |
+
"rstrip": false,
|
| 72 |
+
"single_word": false,
|
| 73 |
+
"special": false
|
| 74 |
+
},
|
| 75 |
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"9": {
|
| 76 |
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"content": "<length_0>",
|
| 77 |
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"lstrip": false,
|
| 78 |
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"normalized": false,
|
| 79 |
+
"rstrip": false,
|
| 80 |
+
"single_word": false,
|
| 81 |
+
"special": false
|
| 82 |
+
},
|
| 83 |
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"10": {
|
| 84 |
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"content": "<length_1>",
|
| 85 |
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"lstrip": false,
|
| 86 |
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"normalized": false,
|
| 87 |
+
"rstrip": false,
|
| 88 |
+
"single_word": false,
|
| 89 |
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"special": false
|
| 90 |
+
},
|
| 91 |
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"11": {
|
| 92 |
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"content": "<length_2>",
|
| 93 |
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"lstrip": false,
|
| 94 |
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"normalized": false,
|
| 95 |
+
"rstrip": false,
|
| 96 |
+
"single_word": false,
|
| 97 |
+
"special": false
|
| 98 |
+
},
|
| 99 |
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"12": {
|
| 100 |
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"content": "<length_3>",
|
| 101 |
+
"lstrip": false,
|
| 102 |
+
"normalized": false,
|
| 103 |
+
"rstrip": false,
|
| 104 |
+
"single_word": false,
|
| 105 |
+
"special": false
|
| 106 |
+
},
|
| 107 |
+
"13": {
|
| 108 |
+
"content": "<length_4>",
|
| 109 |
+
"lstrip": false,
|
| 110 |
+
"normalized": false,
|
| 111 |
+
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training_args.bin
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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oid sha256:8b58c7f9ea10d6f939d945d9869da13d91dc1a5aa860e689f2b928a864d7bc32
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size 5368
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training_params.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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"model": "google/bigbird-roberta-base",
|
| 4 |
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"lr": 5e-05,
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 18 |
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|
| 19 |
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|
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"project_name": "bigbird-flight-2",
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|
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|
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|
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"username": "pvaluedotone",
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"log": "tensorboard",
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|
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|
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