Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
Paper • 2407.00066 • Published
input stringlengths 2.19k 5.77k | output sequencelengths 1 1 | id stringlengths 41 41 |
|---|---|---|
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"cámara de combustión"
] | task1610-390da1aa30f341d7b47473e8f7267261 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Fort Caroline"
] | task1610-119d262dc6154d00a1b1ca5cb05c73fd |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"también conocida en inglés como Amazonia o la Amazon Jungle,"
] | task1610-37da5f731fca4ee29ebaa4fb5fa67c55 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"La subdivisión aislada"
] | task1610-58aa099d13f84eb3838f97240b82b03f |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"extinción del Cretácico-Paleógeno"
] | task1610-734901807fbc4884828f17919db0de7b |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Dos diferencias fundamentales se referían a la división de funciones y tareas entre los servidores en el borde de la red y el núcleo de la red"
] | task1610-154b12b6d54b41808ec6d4430ad4a228 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"coercitivas"
] | task1610-34ab9ca20caf428f822462a64a0308d9 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"12 de mayo de 1705"
] | task1610-6ccca3b4d1b5400d8f39a766d852fda6 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"3600 revoluciones por minuto"
] | task1610-38399277749d4822bf8916de70092ab0 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"aumento rápido de la población y el tráfico en las ciudades a lo largo de la carretera estatal 99, así como la conveniencia de la financiación federal"
] | task1610-eeb1cc06a99e41c28caf8ae58b380e9d |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"\" Una máquina para acabar con la guerra\""
] | task1610-4224391ec6e344bd9cca7d01e2ea317b |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Partido Popular Europeo"
] | task1610-09bce05e375c4409aa63a4ea3b459d9d |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"irracional y atrasado"
] | task1610-150d1a5205674aa397951bce9a75dd0a |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"dolor físico"
] | task1610-6b737226389841b7bb468d4dd27f28ae |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"515 millones de años"
] | task1610-187511a4d2314cd2b723c406c67a8ce8 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Biblia"
] | task1610-456e62c5b41b4a599f73b07dff8d58d9 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"ABC"
] | task1610-d5073b3436e649c4a90eea826419ef15 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"51,6 %"
] | task1610-82e0837446eb463188ad60450ff6f623 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"automatización"
] | task1610-3fc1df887a2f4dae9c9b59ffd24da595 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"tripartita"
] | task1610-5bf73ea7904a46e2b0fd8fc2a1398ece |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"términos de presión"
] | task1610-e9a5d15be53f4d1492cc870b17ec70ce |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"período centro-cámbrico"
] | task1610-06d6c5a020e943958be8c13f0ba8c919 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"ancho de vía de 1600 mm"
] | task1610-c534be5f77f049f9903e9063c1b28470 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Que la plaga era causada por el aire viciado"
] | task1610-a8804fd936db404dbb7f4d001323a012 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"1993"
] | task1610-a50c8d4b6fb6473f8364c26aca333026 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Ogród Saski"
] | task1610-54e8e2400b3e4f389670a7a2188e077f |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"de 100 a 150 especies"
] | task1610-80477b7fe26248e4ad46c1c27a32647c |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Robert Kintner"
] | task1610-491abdf21a73417e9d15e4d5be437e78 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"formar asociaciones comerciales con médicos o pagarles \"comisiones compensatorias\""
] | task1610-6f359afe840b429cb55d9829367e91fa |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"18 de mayo de 1756"
] | task1610-17d2b59e9b5d4134b247c32854ae8f6b |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"New England Patriots"
] | task1610-b9bc04ebae9b4e499b92abc7362c50a9 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"antes de la Primera Guerra Mundial"
] | task1610-91f2193281e640999b9ab111b3214d40 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Boston"
] | task1610-27606c7a2df14ac3a4c7c00da1772fe8 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"más de la mitad"
] | task1610-7010543ed55f4fb0b14eda3532b8087f |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"como la ley de nacionalización era de 1962, y el tratado estaba en vigor desde 1958, Costa no tenía derecho a ninguna reclamación"
] | task1610-e3026362e8e5477caea88342cf46b71f |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Mar de Japón"
] | task1610-2918e279d67f46ceb5f991f895e27973 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"entre P y PSPACE"
] | task1610-aedf084dc1f349d3a853a54b3a749e9e |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Cracovia"
] | task1610-92538227a3e64885b80abff5dbd8aaf1 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Henry David Thoreau"
] | task1610-845d79f203bb40d6be363975dfc279ea |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"La teoría de la complejidad computacional"
] | task1610-29ebc8f656e941e8b48586c5be2b08c2 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"la fecha"
] | task1610-79c15855aa6845f795a1757106159afe |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"candados en las puertas"
] | task1610-a3487e3871604c06bedf41d29f996c8f |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"monóxido de carbono"
] | task1610-e3ff1bf07f27413ea86ff041e2a24c6d |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Estados Unidos"
] | task1610-f449875ff7044d65aaa3ce064eaeae19 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"África"
] | task1610-4949f58f87b44932aebd05ac870582d5 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Naciones Unidas"
] | task1610-07cb9b79751f4805bae5647f238a4b5d |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Larry Ellison"
] | task1610-328d59a4a97b4eeca074c41281e740f6 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"las inmunoglobulinas y los receptores de células T"
] | task1610-d66624f26bef4404ac81d4dc3eb8e10c |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Bryan Davies"
] | task1610-34cd7d4cee2b483b92e7f24e994d89cb |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Ford"
] | task1610-b8cfe9e6642c44c288a35338a3dce28c |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"565 °C"
] | task1610-99737c0f576b477b8d7de80e68a7991e |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"una mayoría de dos tercios"
] | task1610-1fd5ae65b4564b498e2961ab408777fb |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Jones et al. 1998, Pollack, Huang & Shen 1998, Crowley & Lowery 2000 y Briffa 2000"
] | task1610-0f89031776f443acaa740b8c03303517 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"MPEG-4"
] | task1610-7f90f0095c7d44d393363e83719ca256 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Tres"
] | task1610-1dcd4bf4dd7f4dc692489b90644b3e15 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Rin-Mosa"
] | task1610-6566f6bc4508483caa496e0926047ac8 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"dos"
] | task1610-7dac0f2a519f427fb6368ed7480b494f |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"Thomas Piketty"
] | task1610-687fa10af032484b8097ba580119a583 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"extremadamente importante"
] | task1610-a120ee2d53dd45ddb813c6df7e501437 |
Definition: Given a paragraph and a question in Spanish, answer the question from the text. Your answer should be directly extracted from the passage, and it should be a single entity, name, or number, not a sentence.
Positive Example 1 -
Input: Párrafo: Martín Lutero se casó con Katharina von Bora, una de las 12 monj... | [
"discos giratorios"
] | task1610-075808ff406e4311aeca4000e60756ea |
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