Pre-trained models Every pretrained model in AllenNLP Models has a correspondingModelCardin theallennlp_models/modelcards/folder. Many of these models are also hosted on theAllenNLP Demoand theAllenNLP Project Gallery. To programmatically list the available models, you can run the following from a Py...
"options_file": "https://allennlp.s3.amazonaws.com/models/elmo/2x4096_512_2048cnn_2xhighway/elmo_2x4096_512_2048cnn_2xhighway_options.json", "weight_file": "https://allennlp.s3.amazonaws.com/models/elmo/2x4096_512_2048cnn_2xhighway/elmo_2x4096_512_2048cnn_2xhighway_weights.hdf5", ...
Python This page shows the popular functions and classes defined in theallennlp.models.model.Modelmodule. The items are ordered by their popularity in 40,000 open source Python projects. If you can not find a good example below, you can trythe search function to search modules....
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$ docker run allennlp/allennlp:v0.7.0 \ evaluate \ https://s3-us-west-2.amazonaws.com/allennlp/models/bidaf-model-2017.09.15-charpad.tar.gz \ https://s3-us-west-2.amazonaws.com/allennlp/datasets/squad/squad-dev-v1.1.json Metrics: start_acc: 0.642 end_acc: 0.671 span_acc: 0.552 em...
$ docker run allennlp/allennlp:v0.7.0 \ evaluate \ https://allennlp.s3.amazonaws.com/models/decomposable-attention-elmo-2018.02.19.tar.gz \ https://allennlp.s3.amazonaws.com/datasets/snli/snli_1.0_test.jsonl Metrics: accuracy: 0.864
Breadcrumbs allennlp-models /training_config /lm / bidirectional_language_model.jsonnetTop File metadata and controls Code Blame 134 lines (130 loc) · 4.19 KB Raw local NUM_GPUS = 2; local NUM_GRAD_ACC = 4; local BATCH_SIZE = 512 / NUM_GPUS / NUM_GRAD_ACC; local BASE_READER = {...
from allennlp.predictors.predictor import Predictor import allennlp_models.tagging predictor = Predictor.from_path("https://storage.googleapis.com/allennlp-public-models/ner-model-2020.02.10.tar.gz") predictor.predict( sentence="Did Uriah honestly think he could beat The Legend of Zelda in under thr...
coe_allennlp-models CoE mirror of supported AllenNLP models The coe_allennlp-models build depends on coe_allennlp, so right now, our documentaion for both is in the coe_allennlp README.md Original README.md Officially supported AllenNLP models. ❗️ To file an issue, please open a ticke...
Saving/Loading models in AllenNLP package I am trying to load an AllenNLP model weights. I could not find any documentation on how to save/load a whole model, so playing with weights only. from allennlp.nn import util model_state = torch.load(filename_model, map_location=util.device_mappin...