Text Classification
Transformers
Safetensors
English
modernbert
translation-source
bifrost
Eval Results (legacy)
text-embeddings-inference
🇪🇺 Region: EU
Instructions to use NbAiLab/bifrost-translation-source-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use NbAiLab/bifrost-translation-source-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="NbAiLab/bifrost-translation-source-classifier")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("NbAiLab/bifrost-translation-source-classifier") model = AutoModelForSequenceClassification.from_pretrained("NbAiLab/bifrost-translation-source-classifier") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "ModernBertForSequenceClassification" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 2, | |
| "classifier_activation": "gelu", | |
| "classifier_bias": false, | |
| "classifier_dropout": 0.0, | |
| "classifier_pooling": "mean", | |
| "cls_token_id": 1, | |
| "decoder_bias": true, | |
| "deterministic_flash_attn": false, | |
| "dtype": "float32", | |
| "embedding_dropout": 0.0, | |
| "eos_token_id": 1, | |
| "global_attn_every_n_layers": 3, | |
| "global_rope_theta": 160000, | |
| "gradient_checkpointing": false, | |
| "hidden_activation": "gelu", | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "aeb", | |
| "1": "afr", | |
| "2": "als", | |
| "3": "amh", | |
| "4": "anp", | |
| "5": "apc", | |
| "6": "arb", | |
| "7": "arg", | |
| "8": "ars", | |
| "9": "ary", | |
| "10": "arz", | |
| "11": "asm", | |
| "12": "ast", | |
| "13": "azb", | |
| "14": "azj", | |
| "15": "bak", | |
| "16": "bar", | |
| "17": "bel", | |
| "18": "ben", | |
| "19": "bew", | |
| "20": "bho", | |
| "21": "bod", | |
| "22": "bos", | |
| "23": "bul", | |
| "24": "cat", | |
| "25": "ceb", | |
| "26": "ces", | |
| "27": "che", | |
| "28": "chv", | |
| "29": "ckb", | |
| "30": "cmn", | |
| "31": "cnh", | |
| "32": "cos", | |
| "33": "crh", | |
| "34": "cym", | |
| "35": "dan", | |
| "36": "deu", | |
| "37": "div", | |
| "38": "dzo", | |
| "39": "ekk", | |
| "40": "ell", | |
| "41": "eng", | |
| "42": "epo", | |
| "43": "eus", | |
| "44": "fao", | |
| "45": "fas", | |
| "46": "fij", | |
| "47": "fil", | |
| "48": "fin", | |
| "49": "fra", | |
| "50": "fry", | |
| "51": "fur", | |
| "52": "gaz", | |
| "53": "gla", | |
| "54": "gle", | |
| "55": "glg", | |
| "56": "glk", | |
| "57": "grc", | |
| "58": "gsw", | |
| "59": "guj", | |
| "60": "hac", | |
| "61": "hat", | |
| "62": "hau", | |
| "63": "haw", | |
| "64": "hbo", | |
| "65": "heb", | |
| "66": "hif", | |
| "67": "hil", | |
| "68": "hin", | |
| "69": "hne", | |
| "70": "hrv", | |
| "71": "hsb", | |
| "72": "hun", | |
| "73": "hye", | |
| "74": "hyw", | |
| "75": "iba", | |
| "76": "ibo", | |
| "77": "ilo", | |
| "78": "ind", | |
| "79": "isl", | |
| "80": "ita", | |
| "81": "jav", | |
| "82": "jpn", | |
| "83": "kal", | |
| "84": "kan", | |
| "85": "kat", | |
| "86": "kaz", | |
| "87": "kha", | |
| "88": "khk", | |
| "89": "khm", | |
| "90": "kin", | |
| "91": "kir", | |
| "92": "kiu", | |
| "93": "kmr", | |
| "94": "kor", | |
| "95": "lao", | |
| "96": "lat", | |
| "97": "lim", | |
| "98": "lin", | |
| "99": "lit", | |
| "100": "ltz", | |
| "101": "lug", | |
| "102": "lus", | |
| "103": "lvs", | |
| "104": "mai", | |
| "105": "mal", | |
| "106": "mar", | |
| "107": "mhr", | |
| "108": "mkd", | |
| "109": "mlt", | |
| "110": "mri", | |
| "111": "mww", | |
| "112": "mya", | |
| "113": "nap", | |
| "114": "nde", | |
| "115": "nds", | |
| "116": "new", | |
| "117": "nld", | |
| "118": "nno", | |
| "119": "nob", | |
| "120": "npi", | |
| "121": "nrm", | |
| "122": "nya", | |
| "123": "oci", | |
| "124": "ory", | |
| "125": "oss", | |
| "126": "pan", | |
| "127": "pap", | |
| "128": "pbt", | |
| "129": "plt", | |
| "130": "pnb", | |
| "131": "pol", | |
| "132": "por", | |
| "133": "roh", | |
| "134": "ron", | |
| "135": "rue", | |
| "136": "run", | |
| "137": "rus", | |
| "138": "sah", | |
| "139": "san", | |
| "140": "scn", | |
| "141": "sdh", | |
| "142": "sin", | |
| "143": "slk", | |
| "144": "slv", | |
| "145": "sme", | |
| "146": "smo", | |
| "147": "sna", | |
| "148": "snd", | |
| "149": "som", | |
| "150": "sot", | |
| "151": "spa", | |
| "152": "srd", | |
| "153": "srp", | |
| "154": "sun", | |
| "155": "swe", | |
| "156": "swh", | |
| "157": "tam", | |
| "158": "tat", | |
| "159": "tel", | |
| "160": "tgk", | |
| "161": "tha", | |
| "162": "tir", | |
| "163": "tuk", | |
| "164": "tur", | |
| "165": "tyv", | |
| "166": "udm", | |
| "167": "uig", | |
| "168": "ukr", | |
| "169": "urd", | |
| "170": "uzn", | |
| "171": "uzs", | |
| "172": "vie", | |
| "173": "xho", | |
| "174": "ydd", | |
| "175": "yor", | |
| "176": "yue", | |
| "177": "zea", | |
| "178": "zsm", | |
| "179": "zul" | |
| }, | |
| "initializer_cutoff_factor": 2.0, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 1152, | |
| "label2id": { | |
| "aeb": 0, | |
| "afr": 1, | |
| "als": 2, | |
| "amh": 3, | |
| "anp": 4, | |
| "apc": 5, | |
| "arb": 6, | |
| "arg": 7, | |
| "ars": 8, | |
| "ary": 9, | |
| "arz": 10, | |
| "asm": 11, | |
| "ast": 12, | |
| "azb": 13, | |
| "azj": 14, | |
| "bak": 15, | |
| "bar": 16, | |
| "bel": 17, | |
| "ben": 18, | |
| "bew": 19, | |
| "bho": 20, | |
| "bod": 21, | |
| "bos": 22, | |
| "bul": 23, | |
| "cat": 24, | |
| "ceb": 25, | |
| "ces": 26, | |
| "che": 27, | |
| "chv": 28, | |
| "ckb": 29, | |
| "cmn": 30, | |
| "cnh": 31, | |
| "cos": 32, | |
| "crh": 33, | |
| "cym": 34, | |
| "dan": 35, | |
| "deu": 36, | |
| "div": 37, | |
| "dzo": 38, | |
| "ekk": 39, | |
| "ell": 40, | |
| "eng": 41, | |
| "epo": 42, | |
| "eus": 43, | |
| "fao": 44, | |
| "fas": 45, | |
| "fij": 46, | |
| "fil": 47, | |
| "fin": 48, | |
| "fra": 49, | |
| "fry": 50, | |
| "fur": 51, | |
| "gaz": 52, | |
| "gla": 53, | |
| "gle": 54, | |
| "glg": 55, | |
| "glk": 56, | |
| "grc": 57, | |
| "gsw": 58, | |
| "guj": 59, | |
| "hac": 60, | |
| "hat": 61, | |
| "hau": 62, | |
| "haw": 63, | |
| "hbo": 64, | |
| "heb": 65, | |
| "hif": 66, | |
| "hil": 67, | |
| "hin": 68, | |
| "hne": 69, | |
| "hrv": 70, | |
| "hsb": 71, | |
| "hun": 72, | |
| "hye": 73, | |
| "hyw": 74, | |
| "iba": 75, | |
| "ibo": 76, | |
| "ilo": 77, | |
| "ind": 78, | |
| "isl": 79, | |
| "ita": 80, | |
| "jav": 81, | |
| "jpn": 82, | |
| "kal": 83, | |
| "kan": 84, | |
| "kat": 85, | |
| "kaz": 86, | |
| "kha": 87, | |
| "khk": 88, | |
| "khm": 89, | |
| "kin": 90, | |
| "kir": 91, | |
| "kiu": 92, | |
| "kmr": 93, | |
| "kor": 94, | |
| "lao": 95, | |
| "lat": 96, | |
| "lim": 97, | |
| "lin": 98, | |
| "lit": 99, | |
| "ltz": 100, | |
| "lug": 101, | |
| "lus": 102, | |
| "lvs": 103, | |
| "mai": 104, | |
| "mal": 105, | |
| "mar": 106, | |
| "mhr": 107, | |
| "mkd": 108, | |
| "mlt": 109, | |
| "mri": 110, | |
| "mww": 111, | |
| "mya": 112, | |
| "nap": 113, | |
| "nde": 114, | |
| "nds": 115, | |
| "new": 116, | |
| "nld": 117, | |
| "nno": 118, | |
| "nob": 119, | |
| "npi": 120, | |
| "nrm": 121, | |
| "nya": 122, | |
| "oci": 123, | |
| "ory": 124, | |
| "oss": 125, | |
| "pan": 126, | |
| "pap": 127, | |
| "pbt": 128, | |
| "plt": 129, | |
| "pnb": 130, | |
| "pol": 131, | |
| "por": 132, | |
| "roh": 133, | |
| "ron": 134, | |
| "rue": 135, | |
| "run": 136, | |
| "rus": 137, | |
| "sah": 138, | |
| "san": 139, | |
| "scn": 140, | |
| "sdh": 141, | |
| "sin": 142, | |
| "slk": 143, | |
| "slv": 144, | |
| "sme": 145, | |
| "smo": 146, | |
| "sna": 147, | |
| "snd": 148, | |
| "som": 149, | |
| "sot": 150, | |
| "spa": 151, | |
| "srd": 152, | |
| "srp": 153, | |
| "sun": 154, | |
| "swe": 155, | |
| "swh": 156, | |
| "tam": 157, | |
| "tat": 158, | |
| "tel": 159, | |
| "tgk": 160, | |
| "tha": 161, | |
| "tir": 162, | |
| "tuk": 163, | |
| "tur": 164, | |
| "tyv": 165, | |
| "udm": 166, | |
| "uig": 167, | |
| "ukr": 168, | |
| "urd": 169, | |
| "uzn": 170, | |
| "uzs": 171, | |
| "vie": 172, | |
| "xho": 173, | |
| "ydd": 174, | |
| "yor": 175, | |
| "yue": 176, | |
| "zea": 177, | |
| "zsm": 178, | |
| "zul": 179 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "local_attention": 128, | |
| "local_rope_theta": 160000, | |
| "mask_token_id": 4, | |
| "max_position_embeddings": 8192, | |
| "mlp_bias": false, | |
| "mlp_dropout": 0.0, | |
| "model_type": "modernbert", | |
| "norm_bias": false, | |
| "norm_eps": 1e-05, | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 22, | |
| "pad_token_id": 0, | |
| "position_embedding_type": "sans_pos", | |
| "problem_type": "single_label_classification", | |
| "repad_logits_with_grad": false, | |
| "sep_token_id": 1, | |
| "sparse_pred_ignore_index": -100, | |
| "sparse_prediction": false, | |
| "transformers_version": "4.57.6", | |
| "vocab_size": 256000 | |
| } | |