Upload folder using huggingface_hub
Browse files- README.md +37 -0
- checkpoint-42/config.json +40 -0
- checkpoint-42/model.safetensors +3 -0
- checkpoint-42/optimizer.pt +3 -0
- checkpoint-42/rng_state.pth +3 -0
- checkpoint-42/scheduler.pt +3 -0
- checkpoint-42/trainer_state.json +148 -0
- checkpoint-42/training_args.bin +3 -0
- config.json +40 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Nov07_13-18-26_r-kaneez13-sentiment-analysis-auto-train-demo-foc9h9a-93a597cs8/events.out.tfevents.1762521509.r-kaneez13-sentiment-analysis-auto-train-demo-foc9h9a-93a597cs8.71.0 +2 -2
- runs/Nov07_13-18-26_r-kaneez13-sentiment-analysis-auto-train-demo-foc9h9a-93a597cs8/events.out.tfevents.1762521966.r-kaneez13-sentiment-analysis-auto-train-demo-foc9h9a-93a597cs8.71.1 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -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: cardiffnlp/twitter-roberta-base-sentiment
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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: 0.31597408652305603
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f1_macro: 0.8943671439134233
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f1_micro: 0.9047619047619048
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f1_weighted: 0.9078467240899183
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precision_macro: 0.8852813852813853
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precision_micro: 0.9047619047619048
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precision_weighted: 0.9225417439703153
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recall_macro: 0.92046783625731
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recall_micro: 0.9047619047619048
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recall_weighted: 0.9047619047619048
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accuracy: 0.9047619047619048
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checkpoint-42/config.json
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{
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"_name_or_path": "cardiffnlp/twitter-roberta-base-sentiment",
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"_num_labels": 3,
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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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",
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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": "Negative",
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"1": "Neutral",
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"2": "Positive"
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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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"Negative": 0,
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"Neutral": 1,
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"Positive": 2
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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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": "4.48.0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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checkpoint-42/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:87bc636ed400aec2d9be3d219357d3f0d16ff63c8e7d10a07195496bfc8c83e5
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size 498615900
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checkpoint-42/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5637f99c27281f7b5ab2617dd530b74cee175303460b673d6e33bad5a55dd825
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size 997346042
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checkpoint-42/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:690267bc7cbabc314531bd6477e0080e8b5f73f6523da79cf93ab0c9e4509dc3
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size 13990
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checkpoint-42/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f9bab0fa6c02dd9a5168020a57d68f2bff2da8a2df935372c4c5d8d94657171b
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size 1064
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checkpoint-42/trainer_state.json
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],
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},
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| 129 |
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},
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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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| 140 |
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},
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| 141 |
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"attributes": {}
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| 142 |
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}
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| 143 |
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},
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| 144 |
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| 147 |
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| 148 |
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}
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checkpoint-42/training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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size 5368
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config.json
ADDED
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@@ -0,0 +1,40 @@
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| 1 |
+
{
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| 2 |
+
"_name_or_path": "cardiffnlp/twitter-roberta-base-sentiment",
|
| 3 |
+
"_num_labels": 3,
|
| 4 |
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"architectures": [
|
| 5 |
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"RobertaForSequenceClassification"
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| 6 |
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],
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| 15 |
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| 16 |
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"0": "Negative",
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"1": "Neutral",
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"Positive": 2
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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| 35 |
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"torch_dtype": "float32",
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}
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merges.txt
ADDED
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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size 498615900
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runs/Nov07_13-18-26_r-kaneez13-sentiment-analysis-auto-train-demo-foc9h9a-93a597cs8/events.out.tfevents.1762521509.r-kaneez13-sentiment-analysis-auto-train-demo-foc9h9a-93a597cs8.71.0
CHANGED
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runs/Nov07_13-18-26_r-kaneez13-sentiment-analysis-auto-train-demo-foc9h9a-93a597cs8/events.out.tfevents.1762521966.r-kaneez13-sentiment-analysis-auto-train-demo-foc9h9a-93a597cs8.71.1
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
ADDED
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@@ -0,0 +1,51 @@
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|
| 1 |
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{
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| 2 |
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| 8 |
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| 9 |
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| 10 |
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| 12 |
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| 14 |
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|
| 15 |
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| 17 |
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| 19 |
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| 22 |
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| 24 |
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"content": "<mask>",
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"lstrip": true,
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| 26 |
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| 27 |
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"rstrip": false,
|
| 28 |
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"single_word": false
|
| 29 |
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},
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| 30 |
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"pad_token": {
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| 31 |
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"content": "<pad>",
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| 32 |
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"lstrip": false,
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| 33 |
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"normalized": true,
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| 34 |
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"rstrip": false,
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| 35 |
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| 36 |
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| 37 |
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"sep_token": {
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| 38 |
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"content": "</s>",
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| 39 |
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"lstrip": false,
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| 40 |
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"normalized": true,
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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"unk_token": {
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| 45 |
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| 49 |
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| 50 |
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| 51 |
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}
|
tokenizer.json
ADDED
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tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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"added_tokens_decoder": {
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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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| 14 |
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| 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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},
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| 20 |
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"2": {
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| 21 |
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| 22 |
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| 24 |
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| 26 |
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"special": true
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| 27 |
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| 28 |
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"3": {
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| 29 |
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"content": "<unk>",
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| 30 |
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|
| 31 |
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"normalized": true,
|
| 32 |
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|
| 33 |
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|
| 34 |
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"special": true
|
| 35 |
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},
|
| 36 |
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"50264": {
|
| 37 |
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"content": "<mask>",
|
| 38 |
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|
| 39 |
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"normalized": false,
|
| 40 |
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"rstrip": false,
|
| 41 |
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"single_word": false,
|
| 42 |
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"special": true
|
| 43 |
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}
|
| 44 |
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},
|
| 45 |
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"bos_token": "<s>",
|
| 46 |
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"clean_up_tokenization_spaces": false,
|
| 47 |
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"cls_token": "<s>",
|
| 48 |
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"eos_token": "</s>",
|
| 49 |
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"errors": "replace",
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| 50 |
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"extra_special_tokens": {},
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| 51 |
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| 53 |
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| 56 |
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"trim_offsets": true,
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| 57 |
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"unk_token": "<unk>"
|
| 58 |
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}
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training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
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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 5368
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training_params.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
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|
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|
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
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"data_path": "sentiment-analysis-demo/autotrain-data",
|
| 3 |
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"model": "cardiffnlp/twitter-roberta-base-sentiment",
|
| 4 |
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"lr": 3e-05,
|
| 5 |
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"epochs": 3,
|
| 6 |
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"max_seq_length": 128,
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| 7 |
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"batch_size": 2,
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| 8 |
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"warmup_ratio": 0.1,
|
| 9 |
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"gradient_accumulation": 4,
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| 10 |
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"optimizer": "adamw_torch",
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| 11 |
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"scheduler": "linear",
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| 12 |
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"weight_decay": 0.0,
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| 13 |
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"max_grad_norm": 1.0,
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| 14 |
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"seed": 42,
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| 15 |
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"train_split": "train",
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| 16 |
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"valid_split": "validation",
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| 17 |
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"text_column": "autotrain_text",
|
| 18 |
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"target_column": "autotrain_label",
|
| 19 |
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"logging_steps": -1,
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| 20 |
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"project_name": "sentiment-analysis-demo",
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| 21 |
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"auto_find_batch_size": false,
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| 22 |
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"mixed_precision": "fp16",
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| 23 |
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"save_total_limit": 1,
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| 24 |
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"push_to_hub": true,
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| 25 |
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"eval_strategy": "epoch",
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| 26 |
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"username": "kaneez13",
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| 27 |
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"log": "tensorboard",
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| 28 |
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"early_stopping_patience": 5,
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| 29 |
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"early_stopping_threshold": 0.01
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| 30 |
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}
|
vocab.json
ADDED
|
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