| { |
| "_name_or_path": "ntu-spml/distilhubert", |
| "activation_dropout": 0.1, |
| "apply_spec_augment": false, |
| "architectures": [ |
| "HubertForSequenceClassification" |
| ], |
| "attention_dropout": 0.1, |
| "bos_token_id": 1, |
| "classifier_proj_size": 256, |
| "conv_bias": false, |
| "conv_dim": [ |
| 512, |
| 512, |
| 512, |
| 512, |
| 512, |
| 512, |
| 512 |
| ], |
| "conv_kernel": [ |
| 10, |
| 3, |
| 3, |
| 3, |
| 3, |
| 2, |
| 2 |
| ], |
| "conv_pos_batch_norm": false, |
| "conv_stride": [ |
| 5, |
| 2, |
| 2, |
| 2, |
| 2, |
| 2, |
| 2 |
| ], |
| "ctc_loss_reduction": "sum", |
| "ctc_zero_infinity": false, |
| "do_stable_layer_norm": false, |
| "eos_token_id": 2, |
| "feat_extract_activation": "gelu", |
| "feat_extract_norm": "group", |
| "feat_proj_dropout": 0.0, |
| "feat_proj_layer_norm": false, |
| "final_dropout": 0.0, |
| "hidden_act": "gelu", |
| "hidden_dropout": 0.1, |
| "hidden_size": 768, |
| "id2label": { |
| "0": "Alexandrine Parakeet", |
| "1": "Bank Swallow", |
| "10": "Black-headed Gull", |
| "100": "Great Crested Grebe", |
| "101": "Great Reed Warbler", |
| "102": "Great Spotted Woodpecker", |
| "103": "Great Tit", |
| "104": "Greater White-fronted Goose", |
| "105": "Greater Whitethroat", |
| "106": "Green Sandpiper", |
| "107": "Green-winged Teal", |
| "108": "Greenish Warbler", |
| "109": "Hawfinch", |
| "11": "Bluethroat", |
| "110": "Hooded Crow", |
| "111": "House Sparrow", |
| "112": "Hume's Warbler", |
| "113": "Iberian Chiffchaff", |
| "114": "Icterine Warbler", |
| "115": "Lesser Spotted Woodpecker", |
| "116": "Lesser Whitethroat", |
| "117": "Little Bittern", |
| "118": "Little Crake", |
| "119": "Little Grebe", |
| "12": "Blyth's Reed Warbler", |
| "120": "Little Owl", |
| "121": "Little Ringed Plover", |
| "122": "Long-eared Owl", |
| "123": "Long-tailed Tit", |
| "124": "Mallard", |
| "125": "Marsh Tit", |
| "126": "Marsh Warbler", |
| "127": "Meadow Pipit", |
| "128": "Melodious Warbler", |
| "129": "Middle Spotted Woodpecker", |
| "13": "Bohemian Waxwing", |
| "130": "Mistle Thrush", |
| "131": "Mute Swan", |
| "132": "Northern Lapwing", |
| "133": "Ortolan Bunting", |
| "134": "Peregrine Falcon", |
| "135": "Red Crossbill", |
| "136": "Red Kite", |
| "137": "Red-backed Shrike", |
| "138": "Red-breasted Flycatcher", |
| "139": "Red-breasted Nuthatch", |
| "14": "Boreal Owl", |
| "140": "Red-throated Pipit", |
| "141": "Redpoll", |
| "142": "Redwing", |
| "143": "Reed Bunting", |
| "144": "Ring Ouzel", |
| "145": "Ring-necked Pheasant", |
| "146": "River Warbler", |
| "147": "Rook", |
| "148": "Rose-ringed Parakeet", |
| "149": "Ruddy Shelduck", |
| "15": "Brambling", |
| "150": "Savi's Warbler", |
| "151": "Sedge Warbler", |
| "152": "Short-toed Treecreeper", |
| "153": "Song Thrush", |
| "154": "Spotted Crake", |
| "155": "Spotted Flycatcher", |
| "156": "Stock Dove", |
| "157": "Swan Goose", |
| "158": "Tawny Owl", |
| "159": "Thrush Nightingale", |
| "16": "Canada Goose", |
| "160": "Tree Pipit", |
| "161": "Water Pipit", |
| "162": "Water Rail", |
| "163": "Western Barn Owl", |
| "164": "Western Bonelli's Warbler", |
| "165": "Western House-Martin", |
| "166": "Western Marsh Harrier", |
| "167": "Western Yellow Wagtail", |
| "168": "Whimbrel", |
| "169": "White Wagtail", |
| "17": "Carrion Crow", |
| "170": "White-backed Woodpecker", |
| "171": "White-throated Dipper", |
| "172": "Whooper Swan", |
| "173": "Willow Tit", |
| "174": "Willow Warbler", |
| "175": "Wood Lark", |
| "176": "Wood Sandpiper", |
| "177": "Wood Warbler", |
| "178": "Yellow-browed Warbler", |
| "179": "Yellow-headed Amazon", |
| "18": "Cetti's Warbler", |
| "180": "Yellowhammer", |
| "181": "Zitting Cisticola", |
| "182": "passerine sp.", |
| "19": "Cirl Bunting", |
| "2": "Barn Swallow", |
| "20": "Coal Tit", |
| "21": "Collared Flycatcher", |
| "22": "Common Buzzard", |
| "23": "Common Chaffinch", |
| "24": "Common Chiffchaff", |
| "25": "Common Crane", |
| "26": "Common Cuckoo", |
| "27": "Common Firecrest", |
| "28": "Common Grasshopper Warbler", |
| "29": "Common Greenshank", |
| "3": "Barnacle Goose", |
| "30": "Common Kingfisher", |
| "31": "Common Nightingale", |
| "32": "Common Quail", |
| "33": "Common Raven", |
| "34": "Common Redshank", |
| "35": "Common Redstart", |
| "36": "Common Reed Warbler", |
| "37": "Common Rosefinch", |
| "38": "Common Sandpiper", |
| "39": "Common Snipe", |
| "4": "Barred Warbler", |
| "40": "Common Swift", |
| "41": "Common Wood-Pigeon", |
| "42": "Corn Bunting", |
| "43": "Corn Crake", |
| "44": "Crested Tit", |
| "45": "Dunnock", |
| "46": "Dusky Warbler", |
| "47": "Egyptian Goose", |
| "48": "Eurasian Bittern", |
| "49": "Eurasian Blackbird", |
| "5": "Bearded Reedling", |
| "50": "Eurasian Blackcap", |
| "51": "Eurasian Blue Tit", |
| "52": "Eurasian Bullfinch", |
| "53": "Eurasian Collared-Dove", |
| "54": "Eurasian Coot", |
| "55": "Eurasian Curlew", |
| "56": "Eurasian Golden Oriole", |
| "57": "Eurasian Goshawk", |
| "58": "Eurasian Green Woodpecker", |
| "59": "Eurasian Hoopoe", |
| "6": "Black Kite", |
| "60": "Eurasian Jackdaw", |
| "61": "Eurasian Jay", |
| "62": "Eurasian Kestrel", |
| "63": "Eurasian Linnet", |
| "64": "Eurasian Magpie", |
| "65": "Eurasian Moorhen", |
| "66": "Eurasian Nightjar", |
| "67": "Eurasian Nuthatch", |
| "68": "Eurasian Oystercatcher", |
| "69": "Eurasian Penduline-Tit", |
| "7": "Black Redstart", |
| "70": "Eurasian Pygmy-Owl", |
| "71": "Eurasian Siskin", |
| "72": "Eurasian Skylark", |
| "73": "Eurasian Sparrowhawk", |
| "74": "Eurasian Three-toed Woodpecker", |
| "75": "Eurasian Tree Sparrow", |
| "76": "Eurasian Treecreeper", |
| "77": "Eurasian Wigeon", |
| "78": "Eurasian Woodcock", |
| "79": "Eurasian Wren", |
| "8": "Black Woodpecker", |
| "80": "Eurasian Wryneck", |
| "81": "European Bee-eater", |
| "82": "European Goldfinch", |
| "83": "European Greenfinch", |
| "84": "European Herring Gull", |
| "85": "European Pied Flycatcher", |
| "86": "European Robin", |
| "87": "European Serin", |
| "88": "European Starling", |
| "89": "European Stonechat", |
| "9": "Black-crowned Night Heron", |
| "90": "European Turtle-Dove", |
| "91": "Fieldfare", |
| "92": "Gadwall", |
| "93": "Garden Warbler", |
| "94": "Goldcrest", |
| "95": "Gray Heron", |
| "96": "Gray Partridge", |
| "97": "Gray Wagtail", |
| "98": "Gray-headed Woodpecker", |
| "99": "Graylag Goose" |
| }, |
| "initializer_range": 0.02, |
| "intermediate_size": 3072, |
| "label2id": { |
| "Alexandrine Parakeet": "0", |
| "Bank Swallow": "1", |
| "Barn Swallow": "2", |
| "Barnacle Goose": "3", |
| "Barred Warbler": "4", |
| "Bearded Reedling": "5", |
| "Black Kite": "6", |
| "Black Redstart": "7", |
| "Black Woodpecker": "8", |
| "Black-crowned Night Heron": "9", |
| "Black-headed Gull": "10", |
| "Bluethroat": "11", |
| "Blyth's Reed Warbler": "12", |
| "Bohemian Waxwing": "13", |
| "Boreal Owl": "14", |
| "Brambling": "15", |
| "Canada Goose": "16", |
| "Carrion Crow": "17", |
| "Cetti's Warbler": "18", |
| "Cirl Bunting": "19", |
| "Coal Tit": "20", |
| "Collared Flycatcher": "21", |
| "Common Buzzard": "22", |
| "Common Chaffinch": "23", |
| "Common Chiffchaff": "24", |
| "Common Crane": "25", |
| "Common Cuckoo": "26", |
| "Common Firecrest": "27", |
| "Common Grasshopper Warbler": "28", |
| "Common Greenshank": "29", |
| "Common Kingfisher": "30", |
| "Common Nightingale": "31", |
| "Common Quail": "32", |
| "Common Raven": "33", |
| "Common Redshank": "34", |
| "Common Redstart": "35", |
| "Common Reed Warbler": "36", |
| "Common Rosefinch": "37", |
| "Common Sandpiper": "38", |
| "Common Snipe": "39", |
| "Common Swift": "40", |
| "Common Wood-Pigeon": "41", |
| "Corn Bunting": "42", |
| "Corn Crake": "43", |
| "Crested Tit": "44", |
| "Dunnock": "45", |
| "Dusky Warbler": "46", |
| "Egyptian Goose": "47", |
| "Eurasian Bittern": "48", |
| "Eurasian Blackbird": "49", |
| "Eurasian Blackcap": "50", |
| "Eurasian Blue Tit": "51", |
| "Eurasian Bullfinch": "52", |
| "Eurasian Collared-Dove": "53", |
| "Eurasian Coot": "54", |
| "Eurasian Curlew": "55", |
| "Eurasian Golden Oriole": "56", |
| "Eurasian Goshawk": "57", |
| "Eurasian Green Woodpecker": "58", |
| "Eurasian Hoopoe": "59", |
| "Eurasian Jackdaw": "60", |
| "Eurasian Jay": "61", |
| "Eurasian Kestrel": "62", |
| "Eurasian Linnet": "63", |
| "Eurasian Magpie": "64", |
| "Eurasian Moorhen": "65", |
| "Eurasian Nightjar": "66", |
| "Eurasian Nuthatch": "67", |
| "Eurasian Oystercatcher": "68", |
| "Eurasian Penduline-Tit": "69", |
| "Eurasian Pygmy-Owl": "70", |
| "Eurasian Siskin": "71", |
| "Eurasian Skylark": "72", |
| "Eurasian Sparrowhawk": "73", |
| "Eurasian Three-toed Woodpecker": "74", |
| "Eurasian Tree Sparrow": "75", |
| "Eurasian Treecreeper": "76", |
| "Eurasian Wigeon": "77", |
| "Eurasian Woodcock": "78", |
| "Eurasian Wren": "79", |
| "Eurasian Wryneck": "80", |
| "European Bee-eater": "81", |
| "European Goldfinch": "82", |
| "European Greenfinch": "83", |
| "European Herring Gull": "84", |
| "European Pied Flycatcher": "85", |
| "European Robin": "86", |
| "European Serin": "87", |
| "European Starling": "88", |
| "European Stonechat": "89", |
| "European Turtle-Dove": "90", |
| "Fieldfare": "91", |
| "Gadwall": "92", |
| "Garden Warbler": "93", |
| "Goldcrest": "94", |
| "Gray Heron": "95", |
| "Gray Partridge": "96", |
| "Gray Wagtail": "97", |
| "Gray-headed Woodpecker": "98", |
| "Graylag Goose": "99", |
| "Great Crested Grebe": "100", |
| "Great Reed Warbler": "101", |
| "Great Spotted Woodpecker": "102", |
| "Great Tit": "103", |
| "Greater White-fronted Goose": "104", |
| "Greater Whitethroat": "105", |
| "Green Sandpiper": "106", |
| "Green-winged Teal": "107", |
| "Greenish Warbler": "108", |
| "Hawfinch": "109", |
| "Hooded Crow": "110", |
| "House Sparrow": "111", |
| "Hume's Warbler": "112", |
| "Iberian Chiffchaff": "113", |
| "Icterine Warbler": "114", |
| "Lesser Spotted Woodpecker": "115", |
| "Lesser Whitethroat": "116", |
| "Little Bittern": "117", |
| "Little Crake": "118", |
| "Little Grebe": "119", |
| "Little Owl": "120", |
| "Little Ringed Plover": "121", |
| "Long-eared Owl": "122", |
| "Long-tailed Tit": "123", |
| "Mallard": "124", |
| "Marsh Tit": "125", |
| "Marsh Warbler": "126", |
| "Meadow Pipit": "127", |
| "Melodious Warbler": "128", |
| "Middle Spotted Woodpecker": "129", |
| "Mistle Thrush": "130", |
| "Mute Swan": "131", |
| "Northern Lapwing": "132", |
| "Ortolan Bunting": "133", |
| "Peregrine Falcon": "134", |
| "Red Crossbill": "135", |
| "Red Kite": "136", |
| "Red-backed Shrike": "137", |
| "Red-breasted Flycatcher": "138", |
| "Red-breasted Nuthatch": "139", |
| "Red-throated Pipit": "140", |
| "Redpoll": "141", |
| "Redwing": "142", |
| "Reed Bunting": "143", |
| "Ring Ouzel": "144", |
| "Ring-necked Pheasant": "145", |
| "River Warbler": "146", |
| "Rook": "147", |
| "Rose-ringed Parakeet": "148", |
| "Ruddy Shelduck": "149", |
| "Savi's Warbler": "150", |
| "Sedge Warbler": "151", |
| "Short-toed Treecreeper": "152", |
| "Song Thrush": "153", |
| "Spotted Crake": "154", |
| "Spotted Flycatcher": "155", |
| "Stock Dove": "156", |
| "Swan Goose": "157", |
| "Tawny Owl": "158", |
| "Thrush Nightingale": "159", |
| "Tree Pipit": "160", |
| "Water Pipit": "161", |
| "Water Rail": "162", |
| "Western Barn Owl": "163", |
| "Western Bonelli's Warbler": "164", |
| "Western House-Martin": "165", |
| "Western Marsh Harrier": "166", |
| "Western Yellow Wagtail": "167", |
| "Whimbrel": "168", |
| "White Wagtail": "169", |
| "White-backed Woodpecker": "170", |
| "White-throated Dipper": "171", |
| "Whooper Swan": "172", |
| "Willow Tit": "173", |
| "Willow Warbler": "174", |
| "Wood Lark": "175", |
| "Wood Sandpiper": "176", |
| "Wood Warbler": "177", |
| "Yellow-browed Warbler": "178", |
| "Yellow-headed Amazon": "179", |
| "Yellowhammer": "180", |
| "Zitting Cisticola": "181", |
| "passerine sp.": "182" |
| }, |
| "layer_norm_eps": 1e-05, |
| "layerdrop": 0.0, |
| "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": "hubert", |
| "num_attention_heads": 12, |
| "num_conv_pos_embedding_groups": 16, |
| "num_conv_pos_embeddings": 128, |
| "num_feat_extract_layers": 7, |
| "num_hidden_layers": 2, |
| "pad_token_id": 0, |
| "torch_dtype": "float32", |
| "transformers_version": "4.49.0", |
| "use_weighted_layer_sum": false, |
| "vocab_size": 32 |
| } |
|
|
