Instructions to use Idan/fga-ensemble with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Idan/fga-ensemble with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Idan/fga-ensemble", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "FGAForVisualDialog" | |
| ], | |
| "classifier_dropout": 0.5, | |
| "dtype": "float32", | |
| "empty_token_id": 11321, | |
| "hidden_ans_dim": 512, | |
| "hidden_cap_dim": 128, | |
| "hidden_hist_dim": 128, | |
| "hidden_img_dim": 2048, | |
| "hidden_ques_dim": 512, | |
| "initializer_type": "he", | |
| "lstm_initializer_type": "he", | |
| "model_type": "fga", | |
| "num_history_rounds": 9, | |
| "num_options": 100, | |
| "pad_token_id": 0, | |
| "sharing_factor_weights": { | |
| "4": [ | |
| 9, | |
| [ | |
| 0, | |
| 1 | |
| ] | |
| ], | |
| "5": [ | |
| 9, | |
| [ | |
| 0, | |
| 1 | |
| ] | |
| ] | |
| }, | |
| "size_force": false, | |
| "stop_token_id": 11320, | |
| "text_encoder_type": "lstm", | |
| "transformers_version": "5.14.1", | |
| "unary_dropout": 0.5, | |
| "use_cache": false, | |
| "use_pairwise": true, | |
| "use_prior": true, | |
| "use_self": true, | |
| "use_unary": true, | |
| "utility_sizes": [ | |
| 100, | |
| 21, | |
| 41, | |
| 37, | |
| 21, | |
| 21 | |
| ], | |
| "vocab_size": 11322, | |
| "word_embed_dim": 200 | |
| } | |