akshatmehta98
commited on
Commit
•
81d7272
1
Parent(s):
aa5fefd
End of training
Browse files- .gitattributes +1 -0
- README.md +59 -0
- config.json +40 -0
- model.safetensors +3 -0
- runs/Mar21_08-45-43_9b8f4a5d4fa5/events.out.tfevents.1711010743.9b8f4a5d4fa5.213.0 +3 -0
- runs/Mar21_08-45-43_9b8f4a5d4fa5/events.out.tfevents.1711011789.9b8f4a5d4fa5.213.1 +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +3 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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base_model: cardiffnlp/twitter-xlm-roberta-base-sentiment
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tags:
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- generated_from_trainer
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metrics:
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- recall
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- precision
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model-index:
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- name: roberta-base-fine-tuned-flipkart-reviews-am
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# roberta-base-fine-tuned-flipkart-reviews-am
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This model is a fine-tuned version of [cardiffnlp/twitter-xlm-roberta-base-sentiment](https://huggingface.co/cardiffnlp/twitter-xlm-roberta-base-sentiment) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1412
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- Recall: 0.9667
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- Precision: 0.9667
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 1
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### Training results
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### Framework versions
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- Transformers 4.39.0
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- Pytorch 2.2.1+cu121
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- Tokenizers 0.15.2
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config.json
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{
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"_name_or_path": "cardiffnlp/twitter-xlm-roberta-base-sentiment",
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"architectures": [
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"XLMRobertaForSequenceClassification"
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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": "xlm-roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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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": "4.39.0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f43e3703eadfe79ea35d4d6e8164f13147c11851fbf225cf3ccf7395e17b704f
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size 1112208084
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runs/Mar21_08-45-43_9b8f4a5d4fa5/events.out.tfevents.1711010743.9b8f4a5d4fa5.213.0
ADDED
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runs/Mar21_08-45-43_9b8f4a5d4fa5/events.out.tfevents.1711011789.9b8f4a5d4fa5.213.1
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size 455
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sentencepiece.bpe.model
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version https://git-lfs.github.com/spec/v1
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size 5069051
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 17098273
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tokenizer_config.json
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}
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"model_max_length": 1000000000000000019884624838656,
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"sp_model_kwargs": {},
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 4984
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