Datasets:
embeddings list | id stringlengths 1 5 | text stringlengths 472 972 | title stringclasses 280
values |
|---|---|---|---|
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0.388440340... | 1 | Aaron Aaron ( or ; "Ahärôn") is a prophet, high priest, and the brother of Moses in the Abrahamic religions. Knowledge of Aaron, along with his brother Moses, comes exclusively from religious texts, such as the Bible and Quran. The Hebrew Bible relates that, unlike Moses, who grew up in the Egyptian royal court, Aaron ... | Aaron |
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0.244733572006... | 2 | God at Sinai granted Aaron the priesthood for himself and his male descendants, and he became the first High Priest of the Israelites. Aaron died before the Israelites crossed the North Jordan river and he was buried on Mount Hor (Numbers 33:39; Deuteronomy 10:6 says he died and was buried at Moserah). Aaron is also me... | Aaron |
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0.2955992519855... | 3 | his rod turn into a snake. Then he stretched out his rod in order to bring on the first three plagues. After that, Moses tended to act and speak for himself. During the journey in the wilderness, Aaron was not always prominent or active. At the battle with Amalek, he was chosen with Hur to support the hand of Moses tha... | Aaron |
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0.339392989... | 4 | however, Aaron and Hur remained below to look after the people. From here on in Exodus, Leviticus and Numbers, Joshua appears in the role of Moses' assistant while Aaron functions instead as the first high priest. The books of Exodus, Leviticus and Numbers maintain that Aaron received from God a monopoly over the pries... | Aaron |
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0.210227832198143... | 5 | Aaron and his sons to the priesthood, and arrayed them in the robes of office (Leviticus 8; cf. Exodus 28-29). He also related to them God's detailed instructions for performing their duties while the rest of the Israelites listened (Leviticus 1-7, 11-27). Aaron and his successors as high priest were given control over... | Aaron |
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0.342628389596939... | 6 | priests were also commissioned to bless the people (Numbers 6:22-27). When Aaron completed the altar offerings for the first time and, with Moses, "blessed the people: and the glory of the appeared unto all the people: And there came a fire out from before the , and consumed upon the altar the burnt offering and the fa... | Aaron |
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0.459586083889007... | 7 | in literature dating to the Babylonian captivity and later. The books of Judges, Samuel and Kings mention priests and Levites, but do not mention the Aaronides in particular. The Book of Ezekiel, which devotes much attention to priestly matters, calls the priestly upper class the Zadokites after one of King David's pri... | Aaron |
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0.5644953250... | 8 | priests claiming Aaronide descent dominated the Second Temple period. Most scholars think the Torah reached its final form early in this period, which may account for Aaron's prominence in Exodus, Leviticus and Numbers. Aaron plays a leading role in several stories of conflicts during Israel's wilderness wanderings. Du... | Aaron |
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-... | 9 | (Exodus 32:25-35). Aaron, however, escaped punishment for his role in the affair, because of the intercession of Moses according to Deuteronomy 9:20. Later retellings of this story almost always excuse Aaron for his role. For example, in rabbinic sources and in the Quran, Aaron was not the idol-maker and upon Moses' re... | Aaron |
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0.5057125091552734,... | 10 | families some time in Israel's past. Others argue that the story simply shows what can happen if the priests do not follow God's instructions given through Moses. The Torah generally depicts the siblings, Moses, Aaron, and Miriam, as the leaders of Israel after the Exodus, a view also reflected in the biblical Book of ... | Aaron |
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0.552631795406... | 11 | a skin disease ("tzaraath") that turned her skin white. Aaron pleaded with Moses to intercede for her, and Miriam, after seven days' quarantine, was healed. Aaron once again escaped any retribution. According to Numbers 16-17, a Levite named Korah led many in challenging Aaron's exclusive claim to the priesthood. When ... | Aaron |
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0.61074233055... | 12 | Moses, took his censer and stood between the living and the dead till the plague abated (Numbers 17:1-15, 16:36-50). To emphasize the validity of the Levites' claim to the offerings and tithes of the Israelites, Moses collected a rod from the leaders of each tribe in Israel and laid the twelve rods overnight in the ten... | Aaron |
End of preview. Expand in Data Studio
Wiki-DPR (first 10k samples of the "multiset" version)
Overview
This is the wikipedia split used to evaluate the Dense Passage Retrieval (DPR) model. The original dataset contains 21M passages from wikipedia along with their DPR embeddings. The wikipedia articles were split into multiple, disjoint text blocks of 100 words as passages.
Embeddings
Passages are embedded using this model: https://huggingface.co/sentence-transformers/facebook-dpr-ctx_encoder-multiset-base
Questions should embedded using this model: https://huggingface.co/sentence-transformers/facebook-dpr-question_encoder-multiset-base
Dataset format
The dataset is in Lance format and contains an index over the embeddings column, created using
>>> table.create_index(metric="dot", vector_column_name="embeddings")
Usage example
>>> import lance
>>> from sentence_transformers import SentenceTransformer
>>> ds = lance.dataset("hf://datasets/lhoestq/wiki-dpr-lance-example/dummy-multiset.lance")
>>> ds.has_index
True
>>> q = embeddings = model.encode(["In what year did ABBA start ?"])[0]
>>> df = ds.to_table(nearest={"column": "embeddings", "q": embeddings, "k": 5}).to_pandas()
>>> df
embeddings id text title _distance
0 [-0.18065824, 0.25305566, 0.1199052, -0.571353... 9929 numbers from respective albums, but the lukewa... ABBA -71.944893
1 [-0.40663224, 0.22715698, 0.06069667, -0.33584... 9934 small label like Playboy Records did not have ... ABBA -71.606918
2 [-0.11441193, -0.08622038, 0.1414486, -0.53792... 9931 into the mainstream international market with ... ABBA -71.264702
3 [-0.10480262, 0.24277505, 0.0049878294, -0.406... 9930 on her own. Frequent recording sessions brough... ABBA -71.059311
4 [-0.013585132, 0.010848946, 0.29921767, -0.283... 9933 credited to Björn & Benny, Agnetha & Anni-Fri... ABBA -71.030861
>>> df.iloc[0].text[435:544]
"It was during 1971 that the four artists began working together more, adding vocals to the others' recordings"
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