Token Classification
SpanMarker
Safetensors
English
ner
named-entity-recognition
generated_from_span_marker_trainer
climate-change
earth-science
Eval Results (legacy)
Instructions to use P0L3/CliReNER-roberta-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- SpanMarker
How to use P0L3/CliReNER-roberta-base with SpanMarker:
from span_marker import SpanMarkerModel model = SpanMarkerModel.from_pretrained("P0L3/CliReNER-roberta-base") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "SpanMarkerModel" | |
| ], | |
| "encoder": { | |
| "_attn_implementation_autoset": false, | |
| "_name_or_path": "FacebookAI/roberta-base", | |
| "add_cross_attention": false, | |
| "architectures": [ | |
| "RobertaForMaskedLM" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "bad_words_ids": null, | |
| "begin_suppress_tokens": null, | |
| "bos_token_id": 0, | |
| "chunk_size_feed_forward": 0, | |
| "classifier_dropout": null, | |
| "cross_attention_hidden_size": null, | |
| "decoder_start_token_id": null, | |
| "diversity_penalty": 0.0, | |
| "do_sample": false, | |
| "early_stopping": false, | |
| "encoder_no_repeat_ngram_size": 0, | |
| "eos_token_id": 2, | |
| "exponential_decay_length_penalty": null, | |
| "finetuning_task": null, | |
| "forced_bos_token_id": null, | |
| "forced_eos_token_id": null, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-Asset", | |
| "2": "I-Asset", | |
| "3": "B-Body Part", | |
| "4": "I-Body Part", | |
| "5": "B-Body of Water", | |
| "6": "I-Body of Water", | |
| "7": "B-Chemical", | |
| "8": "I-Chemical", | |
| "9": "B-Disease", | |
| "10": "I-Disease", | |
| "11": "B-Ecosystem", | |
| "12": "I-Ecosystem", | |
| "13": "B-Energy Source", | |
| "14": "I-Energy Source", | |
| "15": "B-Field of Study", | |
| "16": "I-Field of Study", | |
| "17": "B-Geographical Feature", | |
| "18": "I-Geographical Feature", | |
| "19": "B-Intellectual Artefact", | |
| "20": "I-Intellectual Artefact", | |
| "21": "B-Location", | |
| "22": "I-Location", | |
| "23": "B-Mathematical Expression", | |
| "24": "I-Mathematical Expression", | |
| "25": "B-Measuring Device", | |
| "26": "I-Measuring Device", | |
| "27": "B-Meteorological Phenomenon", | |
| "28": "I-Meteorological Phenomenon", | |
| "29": "B-Method", | |
| "30": "I-Method", | |
| "31": "B-Natural Disaster", | |
| "32": "I-Natural Disaster", | |
| "33": "B-Natural Phenomenon", | |
| "34": "I-Natural Phenomenon", | |
| "35": "B-Organism", | |
| "36": "I-Organism", | |
| "37": "B-Organization", | |
| "38": "I-Organization", | |
| "39": "B-Other", | |
| "40": "I-Other", | |
| "41": "B-Person", | |
| "42": "I-Person", | |
| "43": "B-Physical Artefact", | |
| "44": "I-Physical Artefact", | |
| "45": "B-Physical Phenomenon", | |
| "46": "I-Physical Phenomenon", | |
| "47": "B-Policy", | |
| "48": "I-Policy", | |
| "49": "B-Quantity", | |
| "50": "I-Quantity", | |
| "51": "B-Satellite", | |
| "52": "I-Satellite", | |
| "53": "B-System", | |
| "54": "I-System", | |
| "55": "B-Time Period", | |
| "56": "I-Time Period" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "is_decoder": false, | |
| "is_encoder_decoder": false, | |
| "label2id": { | |
| "B-Asset": 1, | |
| "B-Body Part": 3, | |
| "B-Body of Water": 5, | |
| "B-Chemical": 7, | |
| "B-Disease": 9, | |
| "B-Ecosystem": 11, | |
| "B-Energy Source": 13, | |
| "B-Field of Study": 15, | |
| "B-Geographical Feature": 17, | |
| "B-Intellectual Artefact": 19, | |
| "B-Location": 21, | |
| "B-Mathematical Expression": 23, | |
| "B-Measuring Device": 25, | |
| "B-Meteorological Phenomenon": 27, | |
| "B-Method": 29, | |
| "B-Natural Disaster": 31, | |
| "B-Natural Phenomenon": 33, | |
| "B-Organism": 35, | |
| "B-Organization": 37, | |
| "B-Other": 39, | |
| "B-Person": 41, | |
| "B-Physical Artefact": 43, | |
| "B-Physical Phenomenon": 45, | |
| "B-Policy": 47, | |
| "B-Quantity": 49, | |
| "B-Satellite": 51, | |
| "B-System": 53, | |
| "B-Time Period": 55, | |
| "I-Asset": 2, | |
| "I-Body Part": 4, | |
| "I-Body of Water": 6, | |
| "I-Chemical": 8, | |
| "I-Disease": 10, | |
| "I-Ecosystem": 12, | |
| "I-Energy Source": 14, | |
| "I-Field of Study": 16, | |
| "I-Geographical Feature": 18, | |
| "I-Intellectual Artefact": 20, | |
| "I-Location": 22, | |
| "I-Mathematical Expression": 24, | |
| "I-Measuring Device": 26, | |
| "I-Meteorological Phenomenon": 28, | |
| "I-Method": 30, | |
| "I-Natural Disaster": 32, | |
| "I-Natural Phenomenon": 34, | |
| "I-Organism": 36, | |
| "I-Organization": 38, | |
| "I-Other": 40, | |
| "I-Person": 42, | |
| "I-Physical Artefact": 44, | |
| "I-Physical Phenomenon": 46, | |
| "I-Policy": 48, | |
| "I-Quantity": 50, | |
| "I-Satellite": 52, | |
| "I-System": 54, | |
| "I-Time Period": 56, | |
| "O": 0 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "length_penalty": 1.0, | |
| "max_length": 20, | |
| "max_position_embeddings": 514, | |
| "min_length": 0, | |
| "model_type": "roberta", | |
| "no_repeat_ngram_size": 0, | |
| "num_attention_heads": 12, | |
| "num_beam_groups": 1, | |
| "num_beams": 1, | |
| "num_hidden_layers": 12, | |
| "num_return_sequences": 1, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "output_scores": false, | |
| "pad_token_id": 1, | |
| "position_embedding_type": "absolute", | |
| "prefix": null, | |
| "problem_type": null, | |
| "pruned_heads": {}, | |
| "remove_invalid_values": false, | |
| "repetition_penalty": 1.0, | |
| "return_dict": true, | |
| "return_dict_in_generate": false, | |
| "sep_token_id": null, | |
| "suppress_tokens": null, | |
| "task_specific_params": null, | |
| "temperature": 1.0, | |
| "tf_legacy_loss": false, | |
| "tie_encoder_decoder": false, | |
| "tie_word_embeddings": true, | |
| "tokenizer_class": null, | |
| "top_k": 50, | |
| "top_p": 1.0, | |
| "torch_dtype": null, | |
| "torchscript": false, | |
| "transformers_version": "4.50.0", | |
| "type_vocab_size": 1, | |
| "typical_p": 1.0, | |
| "use_bfloat16": false, | |
| "use_cache": true, | |
| "vocab_size": 50272 | |
| }, | |
| "entity_max_length": 14, | |
| "id2label": { | |
| "0": "O", | |
| "1": "Asset", | |
| "2": "Body Part", | |
| "3": "Body of Water", | |
| "4": "Chemical", | |
| "5": "Disease", | |
| "6": "Ecosystem", | |
| "7": "Energy Source", | |
| "8": "Field of Study", | |
| "9": "Geographical Feature", | |
| "10": "Intellectual Artefact", | |
| "11": "Location", | |
| "12": "Mathematical Expression", | |
| "13": "Measuring Device", | |
| "14": "Meteorological Phenomenon", | |
| "15": "Method", | |
| "16": "Natural Disaster", | |
| "17": "Natural Phenomenon", | |
| "18": "Organism", | |
| "19": "Organization", | |
| "20": "Other", | |
| "21": "Person", | |
| "22": "Physical Artefact", | |
| "23": "Physical Phenomenon", | |
| "24": "Policy", | |
| "25": "Quantity", | |
| "26": "Satellite", | |
| "27": "System", | |
| "28": "Time Period" | |
| }, | |
| "id2reduced_id": { | |
| "0": 0, | |
| "1": 1, | |
| "2": 1, | |
| "3": 2, | |
| "4": 2, | |
| "5": 3, | |
| "6": 3, | |
| "7": 4, | |
| "8": 4, | |
| "9": 5, | |
| "10": 5, | |
| "11": 6, | |
| "12": 6, | |
| "13": 7, | |
| "14": 7, | |
| "15": 8, | |
| "16": 8, | |
| "17": 9, | |
| "18": 9, | |
| "19": 10, | |
| "20": 10, | |
| "21": 11, | |
| "22": 11, | |
| "23": 12, | |
| "24": 12, | |
| "25": 13, | |
| "26": 13, | |
| "27": 14, | |
| "28": 14, | |
| "29": 15, | |
| "30": 15, | |
| "31": 16, | |
| "32": 16, | |
| "33": 17, | |
| "34": 17, | |
| "35": 18, | |
| "36": 18, | |
| "37": 19, | |
| "38": 19, | |
| "39": 20, | |
| "40": 20, | |
| "41": 21, | |
| "42": 21, | |
| "43": 22, | |
| "44": 22, | |
| "45": 23, | |
| "46": 23, | |
| "47": 24, | |
| "48": 24, | |
| "49": 25, | |
| "50": 25, | |
| "51": 26, | |
| "52": 26, | |
| "53": 27, | |
| "54": 27, | |
| "55": 28, | |
| "56": 28 | |
| }, | |
| "label2id": { | |
| "Asset": 1, | |
| "Body Part": 2, | |
| "Body of Water": 3, | |
| "Chemical": 4, | |
| "Disease": 5, | |
| "Ecosystem": 6, | |
| "Energy Source": 7, | |
| "Field of Study": 8, | |
| "Geographical Feature": 9, | |
| "Intellectual Artefact": 10, | |
| "Location": 11, | |
| "Mathematical Expression": 12, | |
| "Measuring Device": 13, | |
| "Meteorological Phenomenon": 14, | |
| "Method": 15, | |
| "Natural Disaster": 16, | |
| "Natural Phenomenon": 17, | |
| "O": 0, | |
| "Organism": 18, | |
| "Organization": 19, | |
| "Other": 20, | |
| "Person": 21, | |
| "Physical Artefact": 22, | |
| "Physical Phenomenon": 23, | |
| "Policy": 24, | |
| "Quantity": 25, | |
| "Satellite": 26, | |
| "System": 27, | |
| "Time Period": 28 | |
| }, | |
| "marker_max_length": 256, | |
| "max_next_context": null, | |
| "max_prev_context": null, | |
| "model_max_length": 512, | |
| "model_max_length_default": 512, | |
| "model_type": "span-marker", | |
| "span_marker_version": "1.7.0", | |
| "torch_dtype": "float32", | |
| "trained_with_document_context": false, | |
| "transformers_version": "4.50.0", | |
| "vocab_size": 50272 | |
| } | |