Instructions to use ruselkomp/xlm-roberta with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ruselkomp/xlm-roberta with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("question-answering", model="ruselkomp/xlm-roberta")# Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("ruselkomp/xlm-roberta") model = AutoModelForQuestionAnswering.from_pretrained("ruselkomp/xlm-roberta") - Notebooks
- Google Colab
- Kaggle
Training in progress, step 5000
Browse files- .gitattributes +1 -0
- .gitignore +1 -0
- config.json +31 -0
- pytorch_model.bin +3 -0
- runs/May14_22-18-14_81b24c5ff2a1/1652566745.8280628/events.out.tfevents.1652566745.81b24c5ff2a1.10005.1 +3 -0
- runs/May14_22-18-14_81b24c5ff2a1/events.out.tfevents.1652566745.81b24c5ff2a1.10005.0 +3 -0
- runs/May14_22-21-39_81b24c5ff2a1/1652566922.7779884/events.out.tfevents.1652566922.81b24c5ff2a1.10232.1 +3 -0
- runs/May14_22-21-39_81b24c5ff2a1/events.out.tfevents.1652566922.81b24c5ff2a1.10232.0 +3 -0
- runs/May14_22-24-33_81b24c5ff2a1/1652567100.6285324/events.out.tfevents.1652567100.81b24c5ff2a1.10408.1 +3 -0
- runs/May14_22-24-33_81b24c5ff2a1/events.out.tfevents.1652567100.81b24c5ff2a1.10408.0 +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +3 -0
- tokenizer_config.json +1 -0
- training_args.bin +3 -0
.gitattributes
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.gitignore
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config.json
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{
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"_name_or_path": "AlexKay/xlm-roberta-large-qa-multilingual-finedtuned-ru",
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"architectures": [
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"XLMRobertaForQuestionAnswering"
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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": 1024,
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"language": "english",
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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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"name": "XLMRoberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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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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"torch_dtype": "float32",
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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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{"bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "do_lower_case": false, "model_max_length": 512, "special_tokens_map_file": "germanQA/saved_models/xlm-roberta-large-squad2/special_tokens_map.json", "full_tokenizer_file": null, "name_or_path": "AlexKay/xlm-roberta-large-qa-multilingual-finedtuned-ru", "sp_model_kwargs": {}, "tokenizer_class": "XLMRobertaTokenizer"}
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training_args.bin
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