Instructions to use tinh2312/SignBart-ASL-100 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tinh2312/SignBart-ASL-100 with Transformers:
# Load model directly from transformers import AutoTokenizer, SignBart tokenizer = AutoTokenizer.from_pretrained("tinh2312/SignBart-ASL-100") model = SignBart.from_pretrained("tinh2312/SignBart-ASL-100", 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": 128, | |
| "decoder_attention_heads": 16, | |
| "decoder_ffn_dim": 256, | |
| "decoder_layerdrop": 0.2, | |
| "decoder_layers": 2, | |
| "decoder_start_token_id": 2, | |
| "dropout": 0.0, | |
| "encoder_attention_heads": 16, | |
| "encoder_ffn_dim": 256, | |
| "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": "CHRISTMAS1", | |
| "59": "CLOUD1", | |
| "60": "CONFUSED1", | |
| "61": "DARK1", | |
| "62": "DEAF1", | |
| "63": "DECIDE1", | |
| "64": "DEMAND1", | |
| "65": "DEVELOP1", | |
| "66": "DINNER1", | |
| "67": "DOG1", | |
| "68": "DOWNSIZE1", | |
| "69": "DRAG1", | |
| "70": "EAT1", | |
| "71": "EDIT1", | |
| "72": "ELEVATOR1", | |
| "73": "FINE1", | |
| "74": "FOREIGNER1", | |
| "75": "GUESS1", | |
| "76": "HALLOWEEN1", | |
| "77": "HOSPITAL1", | |
| "78": "LETTUCE1", | |
| "79": "LOCK1", | |
| "80": "LUNCH1", | |
| "81": "MECHANIC1", | |
| "82": "MICROSCOPE1", | |
| "83": "MOVIE1", | |
| "84": "NIGHT1", | |
| "85": "NOON1", | |
| "86": "PARTY1", | |
| "87": "PATIENT2", | |
| "88": "RECENT1", | |
| "89": "RESEARCH1", | |
| "90": "RIVER1", | |
| "91": "ROCKINGCHAIR1", | |
| "92": "SHAVE1", | |
| "93": "SPECIAL1", | |
| "94": "TAKEOFF1", | |
| "95": "THEY1", | |
| "96": "THIRD1", | |
| "97": "TWINS1", | |
| "98": "TYPE1", | |
| "99": "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, | |
| "CHRISTMAS1": 58, | |
| "CLOUD1": 59, | |
| "CONFUSED1": 60, | |
| "DARK1": 61, | |
| "DEAF1": 62, | |
| "DECIDE1": 63, | |
| "DEMAND1": 64, | |
| "DEVELOP1": 65, | |
| "DINNER1": 66, | |
| "DOG1": 67, | |
| "DOWNSIZE1": 68, | |
| "DRAG1": 69, | |
| "EAT1": 70, | |
| "EDIT1": 71, | |
| "ELEVATOR1": 72, | |
| "FINE1": 73, | |
| "FOREIGNER1": 74, | |
| "GUESS1": 75, | |
| "HALLOWEEN1": 76, | |
| "HOSPITAL1": 77, | |
| "LETTUCE1": 78, | |
| "LOCK1": 79, | |
| "LUNCH1": 80, | |
| "MECHANIC1": 81, | |
| "MICROSCOPE1": 82, | |
| "MOVIE1": 83, | |
| "NIGHT1": 84, | |
| "NOON1": 85, | |
| "PARTY1": 86, | |
| "PATIENT2": 87, | |
| "RECENT1": 88, | |
| "RESEARCH1": 89, | |
| "RIVER1": 90, | |
| "ROCKINGCHAIR1": 91, | |
| "SHAVE1": 92, | |
| "SPECIAL1": 93, | |
| "TAKEOFF1": 94, | |
| "THEY1": 95, | |
| "THIRD1": 96, | |
| "TWINS1": 97, | |
| "TYPE1": 98, | |
| "WHATFOR1": 99 | |
| }, | |
| "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": "4.45.1", | |
| "use_cache": true, | |
| "use_projection": true, | |
| "vocab_size": 4 | |
| } | |