Instructions to use tinh2312/SignBart-ASL-200 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tinh2312/SignBart-ASL-200 with Transformers:
# Load model directly from transformers import AutoTokenizer, SignBart tokenizer = AutoTokenizer.from_pretrained("tinh2312/SignBart-ASL-200") model = SignBart.from_pretrained("tinh2312/SignBart-ASL-200", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "activation_dropout": 0.1, | |
| "activation_function": "gelu", | |
| "add_bias_logits": false, | |
| "add_final_layer_norm": false, | |
| "architectures": [ | |
| "SignBart" | |
| ], | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 0, | |
| "classif_dropout": 0.4, | |
| "classifier_dropout": 0.4, | |
| "d_model": 256, | |
| "decoder_attention_heads": 16, | |
| "decoder_ffn_dim": 512, | |
| "decoder_layerdrop": 0.2, | |
| "decoder_layers": 2, | |
| "decoder_start_token_id": 2, | |
| "dropout": 0.0, | |
| "encoder_attention_heads": 16, | |
| "encoder_ffn_dim": 512, | |
| "encoder_layerdrop": 0.2, | |
| "encoder_layers": 2, | |
| "eos_token_id": 2, | |
| "forced_eos_token_id": 2, | |
| "id2label": { | |
| "0": "5DOLLARS", | |
| "1": "ABOUT1", | |
| "2": "ACTION", | |
| "3": "ADVERTISE", | |
| "4": "AFTER", | |
| "5": "ALARM", | |
| "6": "ALLOFSUDDEN", | |
| "7": "ALPHABET", | |
| "8": "AND", | |
| "9": "ANGRY", | |
| "10": "ANYONE", | |
| "11": "APPEAR", | |
| "12": "APPLE", | |
| "13": "AUTISM1", | |
| "14": "AXE1", | |
| "15": "BACKOUT", | |
| "16": "BACKPACK1", | |
| "17": "BASEBALLCAP", | |
| "18": "BASEMENT", | |
| "19": "BASKET1", | |
| "20": "BASKETBALL1", | |
| "21": "BATH", | |
| "22": "BECAUSE", | |
| "23": "BEE1", | |
| "24": "BEHAVIOR", | |
| "25": "BELIEVE1", | |
| "26": "BELT1", | |
| "27": "BITE1", | |
| "28": "BLOOD", | |
| "29": "BORROW", | |
| "30": "BOTTLE", | |
| "31": "BOWL", | |
| "32": "BOXING", | |
| "33": "BOY", | |
| "34": "BRAIDS", | |
| "35": "BRAVE", | |
| "36": "BREAKFAST1", | |
| "37": "BRIDGE1", | |
| "38": "BROTHER", | |
| "39": "BUTTERFLY", | |
| "40": "CABINET", | |
| "41": "CALENDAR1", | |
| "42": "CALLTTY", | |
| "43": "CANCEL1", | |
| "44": "CANCELLATION", | |
| "45": "CANCER1", | |
| "46": "CANDY2", | |
| "47": "CAPTURE", | |
| "48": "CASTLE4", | |
| "49": "CATEGORY", | |
| "50": "CATHOLIC", | |
| "51": "CEMETERY", | |
| "52": "CHAIN", | |
| "53": "CHANNEL", | |
| "54": "CHARACTER", | |
| "55": "CHASE", | |
| "56": "CHEEK", | |
| "57": "CHEESEGRATER", | |
| "58": "CHOCOLATE", | |
| "59": "CHRISTMAS1", | |
| "60": "CIGARETTE", | |
| "61": "CITY1", | |
| "62": "CLEAR", | |
| "63": "CLOSE", | |
| "64": "CLOUD1", | |
| "65": "COCACOLA", | |
| "66": "COCAINE", | |
| "67": "COMPLEX", | |
| "68": "CONCEPT", | |
| "69": "CONFUSED1", | |
| "70": "COOKIE", | |
| "71": "CORN2", | |
| "72": "COVERUP", | |
| "73": "CREDITCARD", | |
| "74": "DANCE", | |
| "75": "DARK1", | |
| "76": "DEAF1", | |
| "77": "DECIDE1", | |
| "78": "DEMAND1", | |
| "79": "DEPENDON", | |
| "80": "DEVELOP1", | |
| "81": "DINNER1", | |
| "82": "DISAPPEAR", | |
| "83": "DODO", | |
| "84": "DOG1", | |
| "85": "DOWNSIZE1", | |
| "86": "DRAG1", | |
| "87": "DRESS", | |
| "88": "DROWN5", | |
| "89": "EACH", | |
| "90": "EAT1", | |
| "91": "EDIT1", | |
| "92": "EGGBEATER", | |
| "93": "EGYPT", | |
| "94": "ELEVATOR1", | |
| "95": "EMBARRASS", | |
| "96": "ENTER", | |
| "97": "ERASE4", | |
| "98": "EUROPE", | |
| "99": "EXPERIENCE", | |
| "100": "EXPLANATION", | |
| "101": "FAIL", | |
| "102": "FALL2", | |
| "103": "FALLINGASLEEP", | |
| "104": "FARM", | |
| "105": "FAULT", | |
| "106": "FAVORITE", | |
| "107": "FEW", | |
| "108": "FILTER", | |
| "109": "FINE1", | |
| "110": "FINISH", | |
| "111": "FLUTE", | |
| "112": "FOREIGNER1", | |
| "113": "FOUR", | |
| "114": "FRACTION", | |
| "115": "FRIENDLY", | |
| "116": "FUTURE", | |
| "117": "GIFT", | |
| "118": "GONE", | |
| "119": "GREECE", | |
| "120": "GREEN", | |
| "121": "GRENADE", | |
| "122": "GUESS1", | |
| "123": "GULLIBLE", | |
| "124": "HALLOWEEN1", | |
| "125": "HAMMER", | |
| "126": "HEALTH", | |
| "127": "HEARING", | |
| "128": "HELLO", | |
| "129": "HELMET1", | |
| "130": "HOPE", | |
| "131": "HOSPITAL1", | |
| "132": "HUSBAND", | |
| "133": "IMPORTANT", | |
| "134": "INVITE", | |
| "135": "JOKE", | |
| "136": "KANGAROO3", | |
| "137": "KING", | |
| "138": "LATER", | |
| "139": "LAUGH", | |
| "140": "LETTUCE1", | |
| "141": "LIGHTER", | |
| "142": "LIPSTICK", | |
| "143": "LOCK1", | |
| "144": "LOOKAPPEARANCE", | |
| "145": "LUNCH1", | |
| "146": "MAIL1", | |
| "147": "MAYBE", | |
| "148": "MEASURE1", | |
| "149": "MECHANIC1", | |
| "150": "MEDITATE3", | |
| "151": "MICROSCOPE1", | |
| "152": "MORNING", | |
| "153": "MOTHER", | |
| "154": "MOTORCYCLE", | |
| "155": "MOVIE1", | |
| "156": "MUSTACHE", | |
| "157": "NAME", | |
| "158": "NIGHT1", | |
| "159": "NOON1", | |
| "160": "NORTH", | |
| "161": "OTHER", | |
| "162": "PAIN", | |
| "163": "PARTY1", | |
| "164": "PATIENT2", | |
| "165": "PEEKABOO", | |
| "166": "PEPSI", | |
| "167": "PERSON", | |
| "168": "PLAY", | |
| "169": "PONDER", | |
| "170": "PSYCHOLOGY", | |
| "171": "PULLCONVINCE", | |
| "172": "RAIN", | |
| "173": "RECENT1", | |
| "174": "RECORDING", | |
| "175": "RED", | |
| "176": "RESEARCH1", | |
| "177": "RIGHT2", | |
| "178": "RIVER1", | |
| "179": "ROCKINGCHAIR1", | |
| "180": "SAME2", | |
| "181": "SANDWICH2", | |
| "182": "SCARED", | |
| "183": "SERVE1", | |
| "184": "SEW", | |
| "185": "SHAVE1", | |
| "186": "SHINY", | |
| "187": "SHOP2", | |
| "188": "SINK", | |
| "189": "SKATE", | |
| "190": "SLOW", | |
| "191": "SOCCER2", | |
| "192": "SOCIETY", | |
| "193": "SPECIAL1", | |
| "194": "TAKEOFF1", | |
| "195": "THEY1", | |
| "196": "THIRD1", | |
| "197": "TWINS1", | |
| "198": "TYPE1", | |
| "199": "WHATFOR1" | |
| }, | |
| "init_std": 0.02, | |
| "is_encoder_decoder": true, | |
| "joint_idx": [ | |
| 11, | |
| 12, | |
| 13, | |
| 14, | |
| 15, | |
| 16, | |
| 33, | |
| 34, | |
| 35, | |
| 36, | |
| 37, | |
| 38, | |
| 39, | |
| 40, | |
| 41, | |
| 42, | |
| 43, | |
| 44, | |
| 45, | |
| 46, | |
| 47, | |
| 48, | |
| 49, | |
| 50, | |
| 51, | |
| 52, | |
| 53, | |
| 54, | |
| 55, | |
| 56, | |
| 57, | |
| 58, | |
| 59, | |
| 60, | |
| 61, | |
| 62, | |
| 63, | |
| 64, | |
| 65, | |
| 66, | |
| 67, | |
| 68, | |
| 69, | |
| 70, | |
| 71, | |
| 72, | |
| 73, | |
| 74 | |
| ], | |
| "label2id": { | |
| "5DOLLARS": 0, | |
| "ABOUT1": 1, | |
| "ACTION": 2, | |
| "ADVERTISE": 3, | |
| "AFTER": 4, | |
| "ALARM": 5, | |
| "ALLOFSUDDEN": 6, | |
| "ALPHABET": 7, | |
| "AND": 8, | |
| "ANGRY": 9, | |
| "ANYONE": 10, | |
| "APPEAR": 11, | |
| "APPLE": 12, | |
| "AUTISM1": 13, | |
| "AXE1": 14, | |
| "BACKOUT": 15, | |
| "BACKPACK1": 16, | |
| "BASEBALLCAP": 17, | |
| "BASEMENT": 18, | |
| "BASKET1": 19, | |
| "BASKETBALL1": 20, | |
| "BATH": 21, | |
| "BECAUSE": 22, | |
| "BEE1": 23, | |
| "BEHAVIOR": 24, | |
| "BELIEVE1": 25, | |
| "BELT1": 26, | |
| "BITE1": 27, | |
| "BLOOD": 28, | |
| "BORROW": 29, | |
| "BOTTLE": 30, | |
| "BOWL": 31, | |
| "BOXING": 32, | |
| "BOY": 33, | |
| "BRAIDS": 34, | |
| "BRAVE": 35, | |
| "BREAKFAST1": 36, | |
| "BRIDGE1": 37, | |
| "BROTHER": 38, | |
| "BUTTERFLY": 39, | |
| "CABINET": 40, | |
| "CALENDAR1": 41, | |
| "CALLTTY": 42, | |
| "CANCEL1": 43, | |
| "CANCELLATION": 44, | |
| "CANCER1": 45, | |
| "CANDY2": 46, | |
| "CAPTURE": 47, | |
| "CASTLE4": 48, | |
| "CATEGORY": 49, | |
| "CATHOLIC": 50, | |
| "CEMETERY": 51, | |
| "CHAIN": 52, | |
| "CHANNEL": 53, | |
| "CHARACTER": 54, | |
| "CHASE": 55, | |
| "CHEEK": 56, | |
| "CHEESEGRATER": 57, | |
| "CHOCOLATE": 58, | |
| "CHRISTMAS1": 59, | |
| "CIGARETTE": 60, | |
| "CITY1": 61, | |
| "CLEAR": 62, | |
| "CLOSE": 63, | |
| "CLOUD1": 64, | |
| "COCACOLA": 65, | |
| "COCAINE": 66, | |
| "COMPLEX": 67, | |
| "CONCEPT": 68, | |
| "CONFUSED1": 69, | |
| "COOKIE": 70, | |
| "CORN2": 71, | |
| "COVERUP": 72, | |
| "CREDITCARD": 73, | |
| "DANCE": 74, | |
| "DARK1": 75, | |
| "DEAF1": 76, | |
| "DECIDE1": 77, | |
| "DEMAND1": 78, | |
| "DEPENDON": 79, | |
| "DEVELOP1": 80, | |
| "DINNER1": 81, | |
| "DISAPPEAR": 82, | |
| "DODO": 83, | |
| "DOG1": 84, | |
| "DOWNSIZE1": 85, | |
| "DRAG1": 86, | |
| "DRESS": 87, | |
| "DROWN5": 88, | |
| "EACH": 89, | |
| "EAT1": 90, | |
| "EDIT1": 91, | |
| "EGGBEATER": 92, | |
| "EGYPT": 93, | |
| "ELEVATOR1": 94, | |
| "EMBARRASS": 95, | |
| "ENTER": 96, | |
| "ERASE4": 97, | |
| "EUROPE": 98, | |
| "EXPERIENCE": 99, | |
| "EXPLANATION": 100, | |
| "FAIL": 101, | |
| "FALL2": 102, | |
| "FALLINGASLEEP": 103, | |
| "FARM": 104, | |
| "FAULT": 105, | |
| "FAVORITE": 106, | |
| "FEW": 107, | |
| "FILTER": 108, | |
| "FINE1": 109, | |
| "FINISH": 110, | |
| "FLUTE": 111, | |
| "FOREIGNER1": 112, | |
| "FOUR": 113, | |
| "FRACTION": 114, | |
| "FRIENDLY": 115, | |
| "FUTURE": 116, | |
| "GIFT": 117, | |
| "GONE": 118, | |
| "GREECE": 119, | |
| "GREEN": 120, | |
| "GRENADE": 121, | |
| "GUESS1": 122, | |
| "GULLIBLE": 123, | |
| "HALLOWEEN1": 124, | |
| "HAMMER": 125, | |
| "HEALTH": 126, | |
| "HEARING": 127, | |
| "HELLO": 128, | |
| "HELMET1": 129, | |
| "HOPE": 130, | |
| "HOSPITAL1": 131, | |
| "HUSBAND": 132, | |
| "IMPORTANT": 133, | |
| "INVITE": 134, | |
| "JOKE": 135, | |
| "KANGAROO3": 136, | |
| "KING": 137, | |
| "LATER": 138, | |
| "LAUGH": 139, | |
| "LETTUCE1": 140, | |
| "LIGHTER": 141, | |
| "LIPSTICK": 142, | |
| "LOCK1": 143, | |
| "LOOKAPPEARANCE": 144, | |
| "LUNCH1": 145, | |
| "MAIL1": 146, | |
| "MAYBE": 147, | |
| "MEASURE1": 148, | |
| "MECHANIC1": 149, | |
| "MEDITATE3": 150, | |
| "MICROSCOPE1": 151, | |
| "MORNING": 152, | |
| "MOTHER": 153, | |
| "MOTORCYCLE": 154, | |
| "MOVIE1": 155, | |
| "MUSTACHE": 156, | |
| "NAME": 157, | |
| "NIGHT1": 158, | |
| "NOON1": 159, | |
| "NORTH": 160, | |
| "OTHER": 161, | |
| "PAIN": 162, | |
| "PARTY1": 163, | |
| "PATIENT2": 164, | |
| "PEEKABOO": 165, | |
| "PEPSI": 166, | |
| "PERSON": 167, | |
| "PLAY": 168, | |
| "PONDER": 169, | |
| "PSYCHOLOGY": 170, | |
| "PULLCONVINCE": 171, | |
| "RAIN": 172, | |
| "RECENT1": 173, | |
| "RECORDING": 174, | |
| "RED": 175, | |
| "RESEARCH1": 176, | |
| "RIGHT2": 177, | |
| "RIVER1": 178, | |
| "ROCKINGCHAIR1": 179, | |
| "SAME2": 180, | |
| "SANDWICH2": 181, | |
| "SCARED": 182, | |
| "SERVE1": 183, | |
| "SEW": 184, | |
| "SHAVE1": 185, | |
| "SHINY": 186, | |
| "SHOP2": 187, | |
| "SINK": 188, | |
| "SKATE": 189, | |
| "SLOW": 190, | |
| "SOCCER2": 191, | |
| "SOCIETY": 192, | |
| "SPECIAL1": 193, | |
| "TAKEOFF1": 194, | |
| "THEY1": 195, | |
| "THIRD1": 196, | |
| "TWINS1": 197, | |
| "TYPE1": 198, | |
| "WHATFOR1": 199 | |
| }, | |
| "max_position_embeddings": 256, | |
| "model_type": "bart", | |
| "normalize_before": true, | |
| "normalize_embedding": true, | |
| "num_hidden_layers": 6, | |
| "pad_token_id": 1, | |
| "proj_dropout": 0.2, | |
| "scale_embedding": false, | |
| "static_position_embeddings": false, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.46.3", | |
| "use_cache": true, | |
| "use_projection": true, | |
| "vocab_size": 4 | |
| } | |