Instructions to use Xenova/mms-lid-126 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use Xenova/mms-lid-126 with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('audio-classification', 'Xenova/mms-lid-126');
| { | |
| "_name_or_path": "facebook/mms-lid-126", | |
| "activation_dropout": 0.05, | |
| "adapter_attn_dim": 16, | |
| "adapter_kernel_size": 3, | |
| "adapter_stride": 2, | |
| "add_adapter": false, | |
| "apply_spec_augment": true, | |
| "architectures": [ | |
| "Wav2Vec2ForSequenceClassification" | |
| ], | |
| "attention_dropout": 0.05, | |
| "bos_token_id": 1, | |
| "classifier_proj_size": 1024, | |
| "codevector_dim": 1024, | |
| "contrastive_logits_temperature": 0.1, | |
| "conv_bias": true, | |
| "conv_dim": [ | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512 | |
| ], | |
| "conv_kernel": [ | |
| 10, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 2, | |
| 2 | |
| ], | |
| "conv_stride": [ | |
| 5, | |
| 2, | |
| 2, | |
| 2, | |
| 2, | |
| 2, | |
| 2 | |
| ], | |
| "ctc_loss_reduction": "mean", | |
| "ctc_zero_infinity": false, | |
| "diversity_loss_weight": 0.1, | |
| "do_stable_layer_norm": true, | |
| "eos_token_id": 2, | |
| "feat_extract_activation": "gelu", | |
| "feat_extract_dropout": 0.0, | |
| "feat_extract_norm": "layer", | |
| "feat_proj_dropout": 0.05, | |
| "feat_quantizer_dropout": 0.0, | |
| "final_dropout": 0.05, | |
| "hidden_act": "gelu", | |
| "hidden_dropout": 0.05, | |
| "hidden_size": 1280, | |
| "id2label": { | |
| "0": "ara", | |
| "1": "cmn", | |
| "2": "eng", | |
| "3": "spa", | |
| "4": "fra", | |
| "5": "mlg", | |
| "6": "swe", | |
| "7": "por", | |
| "8": "vie", | |
| "9": "ful", | |
| "10": "sun", | |
| "11": "asm", | |
| "12": "ben", | |
| "13": "zlm", | |
| "14": "kor", | |
| "15": "ind", | |
| "16": "hin", | |
| "17": "tuk", | |
| "18": "urd", | |
| "19": "aze", | |
| "20": "slv", | |
| "21": "mon", | |
| "22": "hau", | |
| "23": "tel", | |
| "24": "swh", | |
| "25": "bod", | |
| "26": "rus", | |
| "27": "tur", | |
| "28": "heb", | |
| "29": "mar", | |
| "30": "som", | |
| "31": "tgl", | |
| "32": "tat", | |
| "33": "tha", | |
| "34": "cat", | |
| "35": "ron", | |
| "36": "mal", | |
| "37": "bel", | |
| "38": "pol", | |
| "39": "yor", | |
| "40": "nld", | |
| "41": "bul", | |
| "42": "hat", | |
| "43": "afr", | |
| "44": "isl", | |
| "45": "amh", | |
| "46": "tam", | |
| "47": "hun", | |
| "48": "hrv", | |
| "49": "lit", | |
| "50": "cym", | |
| "51": "fas", | |
| "52": "mkd", | |
| "53": "ell", | |
| "54": "bos", | |
| "55": "deu", | |
| "56": "sqi", | |
| "57": "jav", | |
| "58": "nob", | |
| "59": "uzb", | |
| "60": "snd", | |
| "61": "lat", | |
| "62": "nya", | |
| "63": "grn", | |
| "64": "mya", | |
| "65": "orm", | |
| "66": "lin", | |
| "67": "hye", | |
| "68": "yue", | |
| "69": "pan", | |
| "70": "jpn", | |
| "71": "kaz", | |
| "72": "npi", | |
| "73": "kat", | |
| "74": "guj", | |
| "75": "kan", | |
| "76": "tgk", | |
| "77": "ukr", | |
| "78": "ces", | |
| "79": "lav", | |
| "80": "bak", | |
| "81": "khm", | |
| "82": "fao", | |
| "83": "glg", | |
| "84": "ltz", | |
| "85": "lao", | |
| "86": "mlt", | |
| "87": "sin", | |
| "88": "sna", | |
| "89": "ita", | |
| "90": "srp", | |
| "91": "mri", | |
| "92": "nno", | |
| "93": "pus", | |
| "94": "eus", | |
| "95": "ory", | |
| "96": "lug", | |
| "97": "bre", | |
| "98": "luo", | |
| "99": "slk", | |
| "100": "fin", | |
| "101": "dan", | |
| "102": "yid", | |
| "103": "est", | |
| "104": "ceb", | |
| "105": "war", | |
| "106": "san", | |
| "107": "kir", | |
| "108": "oci", | |
| "109": "wol", | |
| "110": "haw", | |
| "111": "kam", | |
| "112": "umb", | |
| "113": "xho", | |
| "114": "epo", | |
| "115": "zul", | |
| "116": "ibo", | |
| "117": "abk", | |
| "118": "ckb", | |
| "119": "nso", | |
| "120": "gle", | |
| "121": "kea", | |
| "122": "ast", | |
| "123": "sco", | |
| "124": "glv", | |
| "125": "ina" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 5120, | |
| "label2id": null, | |
| "layer_norm_eps": 1e-05, | |
| "layerdrop": 0.05, | |
| "mask_feature_length": 10, | |
| "mask_feature_min_masks": 0, | |
| "mask_feature_prob": 0.0, | |
| "mask_time_length": 10, | |
| "mask_time_min_masks": 2, | |
| "mask_time_prob": 0.05, | |
| "model_type": "wav2vec2", | |
| "num_adapter_layers": 3, | |
| "num_attention_heads": 16, | |
| "num_codevector_groups": 2, | |
| "num_codevectors_per_group": 320, | |
| "num_conv_pos_embedding_groups": 16, | |
| "num_conv_pos_embeddings": 128, | |
| "num_feat_extract_layers": 7, | |
| "num_hidden_layers": 48, | |
| "num_negatives": 100, | |
| "output_hidden_size": 1280, | |
| "pad_token_id": 0, | |
| "proj_codevector_dim": 1024, | |
| "tdnn_dilation": [ | |
| 1, | |
| 2, | |
| 3, | |
| 1, | |
| 1 | |
| ], | |
| "tdnn_dim": [ | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 1500 | |
| ], | |
| "tdnn_kernel": [ | |
| 5, | |
| 3, | |
| 3, | |
| 1, | |
| 1 | |
| ], | |
| "transformers_version": "4.32.0.dev0", | |
| "use_weighted_layer_sum": false, | |
| "vocab_size": 154, | |
| "xvector_output_dim": 512, | |
| "transformers.js_config": { | |
| "use_external_data_format": { | |
| "model.onnx": true | |
| } | |
| } | |
| } |