Fix CI with change of name of nlp (#7054)
* nlp -> datasets * More nlp -> datasets * Woopsie * More nlp -> datasets * One last
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@@ -1,5 +1,5 @@
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# Long Form Question Answering
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This folder contains the code for the Long Form Question answering [demo](http://35.226.96.115:8080/) as well as methods to train and use a fully end-to-end Long Form Question Answering system using the [🤗transformers](https://github.com/huggingface/transformers) and [🤗nlp](https://github.com/huggingface/nlp) libraries.
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This folder contains the code for the Long Form Question answering [demo](http://35.226.96.115:8080/) as well as methods to train and use a fully end-to-end Long Form Question Answering system using the [🤗transformers](https://github.com/huggingface/transformers) and [🤗datasets](https://github.com/huggingface/datasets) libraries.
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You can use these methods to train your own system by following along the associate [notebook](https://github.com/huggingface/notebooks/blob/master/longform-qa/Long_Form_Question_Answering_with_ELI5_and_Wikipedia.ipynb) or [blog post](https://yjernite.github.io/lfqa.html).
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@@ -1,5 +1,5 @@
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import datasets
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import faiss
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import nlp
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import numpy as np
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import streamlit as st
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import torch
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@@ -45,7 +45,7 @@ def load_models():
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def load_indexes():
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if LOAD_DENSE_INDEX:
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faiss_res = faiss.StandardGpuResources()
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wiki40b_passages = nlp.load_dataset(path="wiki_snippets", name="wiki40b_en_100_0")["train"]
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wiki40b_passages = datasets.load_dataset(path="wiki_snippets", name="wiki40b_en_100_0")["train"]
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wiki40b_passage_reps = np.memmap(
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"wiki40b_passages_reps_32_l-8_h-768_b-512-512.dat",
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dtype="float32",
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@@ -63,7 +63,7 @@ def load_indexes():
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@st.cache(allow_output_mutation=True)
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def load_train_data():
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eli5 = nlp.load_dataset("eli5", name="LFQA_reddit")
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eli5 = datasets.load_dataset("eli5", name="LFQA_reddit")
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eli5_train = eli5["train_eli5"]
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eli5_train_q_reps = np.memmap(
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"eli5_questions_reps.dat", dtype="float32", mode="r", shape=(eli5_train.num_rows, 128)
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@@ -4,8 +4,8 @@ import os # noqa: F401
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from random import choice, randint
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from time import time
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import datasets # noqa: F401
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import faiss # noqa: F401
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import nlp # noqa: F401
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import numpy as np
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import pandas as pd
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import torch
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