Instructions to use aidanlli/posmodel with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use aidanlli/posmodel with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("aidanlli/posmodel") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
| { | |
| "added_tokens_decoder": { | |
| "0": { | |
| "content": "<s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "1": { | |
| "content": "<pad>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2": { | |
| "content": "</s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "3": { | |
| "content": "<unk>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "32769": { | |
| "content": "<mask>", | |
| "lstrip": true, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "32770": { | |
| "content": "<ent>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "32771": { | |
| "content": "<ent2>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| } | |
| }, | |
| "additional_special_tokens": [ | |
| "<ent>", | |
| "<ent2>", | |
| "<ent>", | |
| "<ent2>", | |
| "<ent>", | |
| "<ent2>", | |
| "<ent>", | |
| "<ent2>", | |
| "<ent>", | |
| "<ent2>" | |
| ], | |
| "bos_token": "<s>", | |
| "clean_up_tokenization_spaces": true, | |
| "cls_token": "<s>", | |
| "entity_mask2_token": "[MASK2]", | |
| "entity_mask_token": "[MASK]", | |
| "entity_pad_token": "[PAD]", | |
| "entity_token_1": { | |
| "__type": "AddedToken", | |
| "content": "<ent>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": false | |
| }, | |
| "entity_token_2": { | |
| "__type": "AddedToken", | |
| "content": "<ent2>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": false | |
| }, | |
| "entity_unk_token": "[UNK]", | |
| "eos_token": "</s>", | |
| "mask_token": "<mask>", | |
| "max_entity_length": 32, | |
| "max_mention_length": 30, | |
| "model_max_length": 512, | |
| "pad_token": "<pad>", | |
| "sep_token": "</s>", | |
| "sp_model_kwargs": {}, | |
| "task": null, | |
| "tokenizer_class": "MLukeTokenizer", | |
| "unk_token": "<unk>" | |
| } | |