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* get_local_path as trait LocalPathProvider * Remove config default impls * Feature gate RemoteResource * translation_builder refactoring to have remote fetching grouped * Include dirs crate in remote feature gate * Examples fixes * Benches fixes * Tests fix * Remove Box from constructor parameters * Fix examples no-Box * Fix benches no-Box * Fix tests no-Box * Fix doc comment code * Fix documentation `Resource` -> `ResourceProvider` * moved remote local at same level * moved ResourceProvider to resources mod Co-authored-by: Guillaume Becquin <guillaume.becquin@gmail.com>
81 lines
4.4 KiB
Rust
81 lines
4.4 KiB
Rust
// Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, Inc.
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// Copyright 2019 Guillaume Becquin
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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// http://www.apache.org/licenses/LICENSE-2.0
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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extern crate anyhow;
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use rust_bert::bart::{
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BartConfigResources, BartMergesResources, BartModelResources, BartVocabResources,
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};
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use rust_bert::pipelines::summarization::{SummarizationConfig, SummarizationModel};
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use rust_bert::resources::RemoteResource;
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use tch::Device;
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fn main() -> anyhow::Result<()> {
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let config_resource = Box::new(RemoteResource::from_pretrained(
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BartConfigResources::DISTILBART_CNN_6_6,
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));
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let vocab_resource = Box::new(RemoteResource::from_pretrained(
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BartVocabResources::DISTILBART_CNN_6_6,
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));
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let merges_resource = Box::new(RemoteResource::from_pretrained(
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BartMergesResources::DISTILBART_CNN_6_6,
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));
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let model_resource = Box::new(RemoteResource::from_pretrained(
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BartModelResources::DISTILBART_CNN_6_6,
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));
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let summarization_config = SummarizationConfig {
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model_resource,
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config_resource,
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vocab_resource,
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merges_resource,
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num_beams: 1,
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length_penalty: 1.0,
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min_length: 56,
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max_length: 142,
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device: Device::Cpu,
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..Default::default()
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};
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let summarization_model = SummarizationModel::new(summarization_config)?;
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let input = ["In findings published Tuesday in Cornell University's arXiv by a team of scientists \
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from the University of Montreal and a separate report published Wednesday in Nature Astronomy by a team \
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from University College London (UCL), the presence of water vapour was confirmed in the atmosphere of K2-18b, \
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a planet circling a star in the constellation Leo. This is the first such discovery in a planet in its star's \
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habitable zone — not too hot and not too cold for liquid water to exist. The Montreal team, led by Björn Benneke, \
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used data from the NASA's Hubble telescope to assess changes in the light coming from K2-18b's star as the planet \
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passed between it and Earth. They found that certain wavelengths of light, which are usually absorbed by water, \
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weakened when the planet was in the way, indicating not only does K2-18b have an atmosphere, but the atmosphere \
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contains water in vapour form. The team from UCL then analyzed the Montreal team's data using their own software \
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and confirmed their conclusion. This was not the first time scientists have found signs of water on an exoplanet, \
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but previous discoveries were made on planets with high temperatures or other pronounced differences from Earth. \
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\"This is the first potentially habitable planet where the temperature is right and where we now know there is water,\" \
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said UCL astronomer Angelos Tsiaras. \"It's the best candidate for habitability right now.\" \"It's a good sign\", \
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said Ryan Cloutier of the Harvard–Smithsonian Center for Astrophysics, who was not one of either study's authors. \
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\"Overall,\" he continued, \"the presence of water in its atmosphere certainly improves the prospect of K2-18b being \
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a potentially habitable planet, but further observations will be required to say for sure. \" \
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K2-18b was first identified in 2015 by the Kepler space telescope. It is about 110 light-years from Earth and larger \
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but less dense. Its star, a red dwarf, is cooler than the Sun, but the planet's orbit is much closer, such that a year \
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on K2-18b lasts 33 Earth days. According to The Guardian, astronomers were optimistic that NASA's James Webb space \
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telescope — scheduled for launch in 2021 — and the European Space Agency's 2028 ARIEL program, could reveal more \
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about exoplanets like K2-18b."];
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// Credits: WikiNews, CC BY 2.5 license (https://en.wikinews.org/wiki/Astronomers_find_water_vapour_in_atmosphere_of_exoplanet_K2-18b)
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let _output = summarization_model.summarize(&input);
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for sentence in _output {
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println!("{}", sentence);
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}
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Ok(())
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}
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