Instructions to use studio-ousia/luke-large-lite with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use studio-ousia/luke-large-lite with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="studio-ousia/luke-large-lite")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("studio-ousia/luke-large-lite") model = AutoModelForMaskedLM.from_pretrained("studio-ousia/luke-large-lite", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from studio-ousia/luke-large-lite: direct link, hf CLI and curl.
- Browser
- Download file 839 Bytes
-
https://huggingface.co/studio-ousia/luke-large-lite/resolve/main/config.json
- Command line
-
hf download hf://studio-ousia/luke-large-lite/config.json
-
curl -L -o config.json https://huggingface.co/studio-ousia/luke-large-lite/resolve/main/config.json
839 Bytes
| { | |
| "_name_or_path": "studio-ousia/luke-large-lite", | |
| "architectures": [ | |
| "LukeForMaskedLM" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "bert_model_name": "roberta-large", | |
| "bos_token_id": 0, | |
| "entity_emb_size": 256, | |
| "entity_vocab_size": 4, | |
| "eos_token_id": 2, | |
| "gradient_checkpointing": false, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 1024, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4096, | |
| "layer_norm_eps": 1e-05, | |
| "max_position_embeddings": 514, | |
| "model_type": "luke", | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 24, | |
| "output_past": true, | |
| "pad_token_id": 1, | |
| "position_embedding_type": "absolute", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.15.0", | |
| "type_vocab_size": 1, | |
| "use_cache": true, | |
| "use_entity_aware_attention": true, | |
| "vocab_size": 50267 | |
| } | |