Instructions to use google/realm-cc-news-pretrained-embedder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use google/realm-cc-news-pretrained-embedder with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import RealmEmbedder model = RealmEmbedder.from_pretrained("google/realm-cc-news-pretrained-embedder", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Update model
Browse files- config.json +9 -1
- pytorch_model.bin +2 -2
config.json
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "realm",
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"num_attention_heads": 12,
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"num_candidates": 8,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"retriever_proj_size": 128,
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"torch_dtype": "float32",
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"transformers_version": "4.
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"max_span_width": 10,
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"model_type": "realm",
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"num_attention_heads": 12,
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"num_block_records": 13353718,
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"num_candidates": 8,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"reader_beam_size": 5,
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"reader_layer_norm_eps": 0.001,
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"reader_seq_len": 320,
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"retriever_proj_size": 128,
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"searcher_beam_size": 5000,
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"searcher_seq_len": 64,
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"span_hidden_size": 256,
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"torch_dtype": "float32",
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"transformers_version": "4.16.0.dev0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:82ebd92aa78846905f767e9b0d13d68da56df255c2c0d8bc4eb760a4e2e14467
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size 534662429
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