Instructions to use Xenova/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use Xenova/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('zero-shot-classification', 'Xenova/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7');
Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- added_tokens.json +3 -0
- config.json +44 -0
- onnx/model.onnx +3 -0
- onnx/model_quantized.onnx +3 -0
- quantize_config.json +50 -0
- special_tokens_map.json +9 -0
- spm.model +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +20 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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added_tokens.json
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{
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"[MASK]": 250101
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}
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config.json
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{
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"_name_or_path": "MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7",
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "entailment",
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"1": "neutral",
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"2": "contradiction"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"contradiction": 2,
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"entailment": 0,
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"neutral": 1
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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": 12,
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"num_hidden_layers": 12,
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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": 768,
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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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"transformers_version": "4.32.0.dev0",
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"type_vocab_size": 0,
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"vocab_size": 251000
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}
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onnx/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:425210a8a917c6a5e7c5b6b33d0f942d5137a634755e0f916d822ba894163794
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size 1116115064
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onnx/model_quantized.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:ccb655bf617edf1d3b0ccdc5b4576a4322e28cee5ce9ab8cd21af4b1f13e6836
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size 338679132
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quantize_config.json
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{
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"per_channel": true,
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"reduce_range": true,
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"per_model_config": {
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"model": {
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"op_types": [
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"Gemm",
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"Ceil",
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"Abs",
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"Pow",
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"ConstantOfShape",
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"Sqrt",
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"Equal",
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"MatMul",
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"Mul",
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"Add",
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"Shape",
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"Cast",
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"Slice",
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"Sign",
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"Expand",
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"Erf",
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"Softmax",
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"Constant",
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"Less",
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"Neg",
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"LessOrEqual",
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"Concat",
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"Reshape",
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"Sub",
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"Tile",
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"Log",
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"Identity",
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"Transpose",
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"Div",
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"And",
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"Gather",
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"Unsqueeze",
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"Greater",
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"Clip",
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"Range",
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"GatherElements",
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"Where",
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"Squeeze",
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"ReduceMean"
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],
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"weight_type": "QInt8"
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}
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}
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}
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special_tokens_map.json
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{
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"bos_token": "[CLS]",
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"cls_token": "[CLS]",
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"eos_token": "[SEP]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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spm.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:13c8d666d62a7bc4ac8f040aab68e942c861f93303156cc28f5c7e885d86d6e3
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size 4305025
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:e23095eb61ba944c7be3a5d3e8ec19e37ce7ced0daa03550bde03e83c21b3f8a
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size 16316151
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tokenizer_config.json
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{
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"bos_token": "[CLS]",
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_lower_case": false,
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"eos_token": "[SEP]",
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"mask_token": "[MASK]",
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"max_length": 512,
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"model_max_length": 512,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"sp_model_kwargs": {},
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"split_by_punct": false,
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"stride": 0,
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"tokenizer_class": "DebertaV2Tokenizer",
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "[UNK]",
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"vocab_type": "spm"
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}
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