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Browse files- .gitattributes +2 -33
- README.md +39 -3
- config.json +39 -0
- model.safetensors +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +3 -0
- tokenizer_config.json +56 -0
- training_args.bin +3 -0
.gitattributes
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README.md
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---
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---
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library_name: transformers
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pipeline_tag: text-classification
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language:
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- ur
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- multilingual
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license: apache-2.0
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tags:
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- urdu
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- roman-urdu
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- xlm-roberta
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- text-classification
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- sentiment-analysis
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- sentiment-classification
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- social-media
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---
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# socialsense-xmlr
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Fine-tuned XLM-R for Urdu & Roman Urdu text sentiment classification.
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## Labels
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- 0: NEGATIVE
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- 1: NEUTRAL
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- 2: POSITIVE
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## Usage
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```python
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from transformers import pipeline
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pipe = pipeline("text-classification",
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model="yahyaqarni/socialsense-xmlr",
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tokenizer="yahyaqarni/socialsense-xmlr",
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top_k=None)
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print(pipe("یہ بہت اچھا ہے"))
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print(pipe("me bilkul khush nai hoon"))
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```
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## Acknowledgements
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This model was fine-tuned from [cardiffnlp/twitter-xlm-roberta-base-sentiment](https://huggingface.co/cardiffnlp/twitter-xlm-roberta-base-sentiment), originally released under the Apache 2.0 License.
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config.json
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{
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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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"dtype": "float32",
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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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"transformers_version": "4.56.2",
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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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size 1112208084
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sentencepiece.bpe.model
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special_tokens_map.json
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}
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tokenizer.json
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tokenizer_config.json
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training_args.bin
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