Instructions to use naver/trecdl22-crossencoder-debertav2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use naver/trecdl22-crossencoder-debertav2 with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("naver/trecdl22-crossencoder-debertav2") query = "Which planet is known as the Red Planet?" passages = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", "Saturn, famous for its rings, is sometimes mistaken for the Red Planet." ] scores = model.predict([(query, passage) for passage in passages]) print(scores) - Notebooks
- Google Colab
- Kaggle
add model
Browse files- added_tokens.json +1 -0
- config.json +44 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- spm.model +3 -0
- tokenizer_config.json +1 -0
- training_args.bin +3 -0
added_tokens.json
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{"[MASK]": 128000}
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config.json
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{
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"_name_or_path": "microsoft/deberta-v2-xxlarge",
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_head_size": 64,
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"attention_probs_dropout_prob": 0.1,
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"conv_act": "gelu",
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"conv_kernel_size": 3,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1536,
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"id2label": {
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"0": "LABEL_0"
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},
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"initializer_range": 0.02,
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"intermediate_size": 6144,
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"label2id": {
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"LABEL_0": 0
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},
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"layer_norm_eps": 1e-07,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta-v2",
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"norm_rel_ebd": "layer_norm",
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"num_attention_heads": 24,
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"num_hidden_layers": 48,
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"pad_token_id": 0,
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 1536,
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"pos_att_type": [
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"p2c",
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"c2p"
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],
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"position_biased_input": false,
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"position_buckets": 256,
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"relative_attention": true,
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"share_att_key": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.17.0",
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"type_vocab_size": 0,
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"vocab_size": 128100
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e21f6dcfa5b5da94681e0810127347400c3c90cd1ca83cc848d952c099738db
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size 3134003815
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special_tokens_map.json
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{"bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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spm.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:5598d5e96f339a8d980c15f9afd405a2e5e1be7db41de3ed13b0f03fac1e8c17
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size 2447305
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tokenizer_config.json
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{"do_lower_case": false, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "split_by_punct": false, "sp_model_kwargs": {}, "vocab_type": "spm", "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "microsoft/deberta-v2-xxlarge", "tokenizer_class": "DebertaV2Tokenizer"}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:beb5500461a0dbac8865b1973d38ceecddbb2233fa67ca4ea2e2b88c4e2c4385
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size 4399
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