Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
Paper • 2407.00066 • Published
input stringlengths 2.16k 7.29k | output sequencelengths 1 1 | id stringlengths 40 40 |
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Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) They no longer suit his eyesight."
] | task247-73820f504e90437db3e23dfc6fb2bc3d |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Mike's mother."
] | task247-f9964ffba9f947a49b2c2d06397d4f52 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Less than one year."
] | task247-91f11c465c8e4cb6b98a71a0f9b5d00a |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) paid vacation, opportunities for promotion, and insurance"
] | task247-144e1d92df6442c7a2b9f40872d0e6f1 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) They are making a phone call."
] | task247-04422a5f83014531bfe7fcd29aba9505 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) At 8: 00."
] | task247-be1d282c43874354ae9fe3da1468c2d1 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) $46."
] | task247-33b25b3cadbe4868a24cd861b02539f4 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) Walk him to I fill Farm."
] | task247-381582da3ca246e884f4a5d175e0de01 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Joan may be late for the opening speech."
] | task247-4a755b0eac35435d8473ab8e5b3d37e7 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) The credit hours required for an M. A. degree."
] | task247-175c79fec83746bd9d6ce2b92432f97c |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Whether the job is suitable or not."
] | task247-c16315da0a004431ba0bf33696dc701f |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) Something went wrong with his friend's motorbike."
] | task247-69540fbdaeab42669d817a9ad47564b5 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Anderson is not hungry."
] | task247-f2fd73f06be84db28933d92fe5c7faa2 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) No, he won't"
] | task247-2d1ca7c6c1e04b719b4c3292bf4f979c |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) At nine."
] | task247-eb2c5179f60f46d3a58e10078d373f54 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) He had a backache."
] | task247-e63b0fdac85c4b12b0f42407dc848a9a |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) The third floor."
] | task247-7790adf393cd456fa81d5b210e6e8b48 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Beihai Park."
] | task247-a3b6db2bb4c449428b605b0daa32a2e8 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) She is eager to share news with the woman."
] | task247-6096b20dcb57445db393fcf935d225d2 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) In a street."
] | task247-c5cff6368ec9437d97015c577e664976 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) He is qualified for teaching postgraduates."
] | task247-d97efb0153a44fa5b2c311f127f33160 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) She has taken lessons from him."
] | task247-6e20ad638809459bb23cd898a75ed33a |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) A lovely hat."
] | task247-d7bed81770554c529dabb02fcf4daac1 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) To introduce a job."
] | task247-14d7025f577f4b48bfba1b2a6ab4349d |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) The woman is rather hard to please."
] | task247-68d80cfdb1de49a08912c1eef5d425b3 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) Two other passengers."
] | task247-c8e5599b52d244d3be105111457dafa5 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) He must meet his teacher."
] | task247-bb57a4a8e930427795b54246ef57c08d |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Find a new roommate having no pet"
] | task247-d8164d2d8e3b4d0c8aaff18cfc242241 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) Put on warm clothes."
] | task247-c1b9a2b462c8457d8828b63a13dcfc56 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) She thinks it opens at 8:30."
] | task247-2cb5b4d4fe514660b8b96f638976c4a7 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) An English teacher."
] | task247-8a83048cda8c457880932e95beecb263 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) To get a good place."
] | task247-0f3d636d7eea4b6b823f0f97a8ecda12 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) She cannot spare the time."
] | task247-184df8ae07c44811a99e4fb49bae169d |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) A single room."
] | task247-6e5a36172b03478dbf5599a655f78de9 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) Shop assistant."
] | task247-8c0298df4403411f934d6cf44c7539a0 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) Next week."
] | task247-78fb249ae2a34c9e89c1bf699d787f36 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) He is a storekeeper."
] | task247-a36313509ab7437d9a26bbada1e9dbd0 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) He didn't have any dictionary then."
] | task247-8f2e0b8d168a485582a564d6e7391111 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) Unhappy."
] | task247-e8ba5cd18af5405d99b6ba80f41e6adf |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) The air conditioner."
] | task247-c2c48def3413405f97c21f2aeb4db930 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) Here alarm didn't work."
] | task247-912c71a8a1864746aea3d4936652d2b7 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) Go to the Chinese restaurant."
] | task247-6b0533cead6640558e52591c3fcfb91e |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) The woman drove it into some deep water."
] | task247-4e54da6e7f504ee1bae6cb7fc0b87f94 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) The tape was missing."
] | task247-1d2cf7e8aa1a4eb7bc8485862553170b |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) A non-smoking room."
] | task247-5e8bdef518ba45758baa788f9a41aa0c |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Recommend the man to her friend."
] | task247-89365aa243dd4f27a2f46aa183f9ddf5 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) The ability to learn new things quickly."
] | task247-7b332396179d4f0aaf1c4835e10f6a01 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) her name"
] | task247-9990604132b2426db69a212dd178cfa6 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) She started to read a book."
] | task247-2aa4804b86e34ce09e8d472a2ecca8cd |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) A lawyer."
] | task247-c0a8d7459581499fa39faf00e41a7352 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) He wants to see Shakespeare's play,"
] | task247-760947b32af84139b012bead96581374 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) A shared bedroom"
] | task247-3281dac3dc4f4d5ab86be2bd28a42d32 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) Go on a trip."
] | task247-3cfd0f2e93ab42a298a377a1ea3b49b5 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) Mr. Green."
] | task247-ee56ffecbe1145c8a4e5ca99c8838dbb |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) Possible locations for a new factory."
] | task247-d24e7bb80df44ac6966d01b1b4f1a28c |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) 40"
] | task247-d3432bbca5eb4b93bd1bf96ff1ac325c |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) He thinks air transport is really safe compared with road transport."
] | task247-a1da834b60cb47409aca53ebb626a6bf |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) An art exhibition"
] | task247-da21c49d03874194aaf28d09cce07c93 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) Well-prepared."
] | task247-15f7c0d36e334a6f9f0ed1ff97a2164f |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) A madhouse."
] | task247-75f8869fe6cc4d24863049273b2b4a2c |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) the service"
] | task247-82ca76a1bc6f4d77b1cad7257d7d2692 |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) The site of their new plant in Scotland."
] | task247-738bf2ad39564471b6038ba3400a10bc |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(C) They seldom spend weekends together."
] | task247-9f33e47d4ca14b269cf954bba3a694bf |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(A) Expenses of a concert tour."
] | task247-262f971026dc4fc7b2aefec316528f5e |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) In front of the woman's house."
] | task247-8512e5873a2047b6a1999abef65d92eb |
Definition: In this task, you will be shown a conversation and a question. You need to answer the question and choose the correct option based on the conversation. "W" and "M" in the conversations stand for "woman" and "man".
Positive Example 1 -
Input: M: I am considering dropping my dancing class. I am not making an... | [
"(B) She was recommended by someone he knows."
] | task247-ac0cb03dc0f84fc3a19b74d948752d42 |
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks},
author={Yizhong Wang and Swaroop Mishra and Pegah Alipoormolabashi and Yeganeh Kordi and Amirreza Mirzaei and Anjana Arunkumar and Arjun Ashok and Arut Selvan Dhanasekaran and Atharva Naik and David Stap and Eshaan Pathak and Giannis Karamanolakis and Haizhi Gary Lai and Ishan Purohit and Ishani Mondal and Jacob Anderson and Kirby Kuznia and Krima Doshi and Maitreya Patel and Kuntal Kumar Pal and Mehrad Moradshahi and Mihir Parmar and Mirali Purohit and Neeraj Varshney and Phani Rohitha Kaza and Pulkit Verma and Ravsehaj Singh Puri and Rushang Karia and Shailaja Keyur Sampat and Savan Doshi and Siddhartha Mishra and Sujan Reddy and Sumanta Patro and Tanay Dixit and Xudong Shen and Chitta Baral and Yejin Choi and Noah A. Smith and Hannaneh Hajishirzi and Daniel Khashabi},
year={2022},
eprint={2204.07705},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2204.07705},
}
More details can also be found in the following paper:
@misc{brüelgabrielsson2024compressserveservingthousands,
title={Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead},
author={Rickard Brüel-Gabrielsson and Jiacheng Zhu and Onkar Bhardwaj and Leshem Choshen and Kristjan Greenewald and Mikhail Yurochkin and Justin Solomon},
year={2024},
eprint={2407.00066},
archivePrefix={arXiv},
primaryClass={cs.DC},
url={https://arxiv.org/abs/2407.00066},
}
For any comments or questions, please email Rickard Brüel Gabrielsson