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RussianNLP
/
FRED-T5-Summarizer

Summarization
Transformers
Safetensors
Russian
t5
text2text-generation
text-generation-inference
Model card Files Files and versions
xet
Community
3

Instructions to use RussianNLP/FRED-T5-Summarizer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use RussianNLP/FRED-T5-Summarizer with Transformers:

    # Use a pipeline as a high-level helper
    # Warning: Pipeline type "summarization" is no longer supported in transformers v5.
    # You must load the model directly (see below) or downgrade to v4.x with:
    # 'pip install "transformers<5.0.0'
    from transformers import pipeline
    
    pipe = pipeline("summarization", model="RussianNLP/FRED-T5-Summarizer")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
    
    tokenizer = AutoTokenizer.from_pretrained("RussianNLP/FRED-T5-Summarizer")
    model = AutoModelForSeq2SeqLM.from_pretrained("RussianNLP/FRED-T5-Summarizer")
  • Notebooks
  • Google Colab
  • Kaggle
FRED-T5-Summarizer
6.96 GB
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  • 2 contributors
History: 6 commits
colindonolwe's picture
colindonolwe
Update README.md
cb1c927 verified about 2 years ago
  • .gitattributes
    1.52 kB
    initial commit about 2 years ago
  • README.md
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  • added_tokens.json
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  • config.json
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  • generation_config.json
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  • merges.txt
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  • model-00001-of-00002.safetensors
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  • model-00002-of-00002.safetensors
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  • model.safetensors.index.json
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  • special_tokens_map.json
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  • tokenizer_config.json
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  • training_args.bin

    Detected Pickle imports (9)

    • "transformers.trainer_utils.IntervalStrategy",
    • "transformers.trainer_pt_utils.AcceleratorConfig",
    • "transformers.trainer_utils.HubStrategy",
    • "accelerate.utils.dataclasses.DistributedType",
    • "transformers.training_args.OptimizerNames",
    • "transformers.trainer_utils.SchedulerType",
    • "accelerate.state.PartialState",
    • "torch.device",
    • "transformers.training_args_seq2seq.Seq2SeqTrainingArguments"

    How to fix it?

    5.05 kB
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  • vocab.json
    1.81 MB
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