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julien-c
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flair-ner

Token Classification
Flair
PyTorch
English
sequence-tagger-model
Model card Files Community
Julien Chaumond commited on
Commit
1e3e88c
•
1 Parent(s): 843babf

initial import

Browse files
Files changed (7) hide show
  1. .gitattributes +1 -0
  2. config.yaml +34 -0
  3. loss.tsv +113 -0
  4. pytorch_model.bin +3 -0
  5. test.tsv +0 -0
  6. training.log +0 -0
  7. weights.txt +3 -0
.gitattributes CHANGED
@@ -6,3 +6,4 @@
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  *.ot filter=lfs diff=lfs merge=lfs -text
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  *.onnx filter=lfs diff=lfs merge=lfs -text
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+ weights.txt filter=lfs diff=lfs merge=lfs -text
config.yaml ADDED
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+ experiment_name: 'NER'
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+ run: >
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+ python -u local_execute_flair.py {checkpoint}
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+ setup: slurm_virtual_env
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+ type_: gpu
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+
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+ model_params:
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+ nlayers: 1
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+ hidden_size: 256
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+
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+ task:
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+ tag_type: 'NER'
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+ data_set: 'conll03'
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+
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+ embeddings:
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+ char_lm: 'data/embeddings/news-forward--h2048-l1-d0.05-grow/epoch_8.pt+data/embeddings/news-backward--h2048-l1-d0.05-grow/epoch_8.pt'
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+ charlm_type: 'normal'
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+ word: 'glove'
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+ char: False
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+ elmo: ''
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+
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+ network:
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+ name: 'epoch_8'
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+ mode: 'nodrop'
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+
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+ learning_params:
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+ learning_rate: 0.1
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+ mini_batch_size: 32
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+ anneal_factor: 0.5
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+ patience: 3
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+ anneal_with_restarts: False
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+ use_dropout: 0.0
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+ use_word_dropout: 0.05
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+ use_locked_dropout: 0.5
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test.tsv ADDED
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