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0 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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1 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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3454,
29901,
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21482,
6534,
342,
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3698,
591,
13521,
7910,
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15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
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6246,
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27... |
2 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
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29879,
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27... |
3 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
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29879,
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27... |
4 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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3698,
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15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
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6246,
408,
27... |
5 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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342,
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3698,
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15409,
29915,
29879,
11492,
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2360,
762,
29892,
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6246,
408,
27... |
6 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
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23868,
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15409,
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29879,
11492,
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29892,
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6246,
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27... |
7 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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29879,
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29892,
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27... |
8 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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27... |
9 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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27... |
10 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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591,
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15409,
29915,
29879,
11492,
1795,
2360,
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29892,
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6246,
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27... |
11 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
29915,
29879,
11492,
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29892,
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408,
27... |
12 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
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29879,
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2360,
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29892,
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27... |
13 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
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29879,
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29892,
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27... |
14 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
29915,
29879,
11492,
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2360,
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29892,
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6246,
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27... |
15 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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29879,
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27... |
16 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
29915,
29879,
11492,
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2360,
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29892,
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27... |
17 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
29915,
29879,
11492,
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27... |
18 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
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29879,
11492,
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29892,
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27... |
19 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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15409,
29915,
29879,
11492,
1795,
2360,
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29892,
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6246,
408,
27... |
20 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
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3698,
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29879,
11492,
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2360,
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29892,
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27... |
21 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
22 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
23 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
24 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
25 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
26 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
27 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
28 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
29 | Pick as many lines as you can from these poem lines:
| FROM fairest creatures we desire increase,
That thereby beauty's rose might never die,
But as the riper should by time decease,
His tender heir might bear his memory:
But thou, contracted to thine own bright eyes,
Feed'st thy light'st flame with self-substantial fuel,
Making a famine where abundance lies,
Thyself thy f... | [
{
"content": "Pick as many lines as you can from these poem lines:\nFROM fairest creatures we desire increase,\nThat thereby beauty's rose might never die,\nBut as the riper should by time decease,\nHis tender heir might bear his memory:\nBut thou, contracted to thine own bright eyes,\nFeed'st thy light'st flam... | [
1,
518,
25580,
29962,
23868,
408,
1784,
3454,
408,
366,
508,
515,
1438,
26576,
3454,
29901,
13,
21482,
6534,
342,
907,
3698,
591,
13521,
7910,
29892,
13,
7058,
27999,
15409,
29915,
29879,
11492,
1795,
2360,
762,
29892,
13,
6246,
408,
27... |
End of preview. Expand in Data Studio
Dynamic Sonnet - Llama2
Curated dataset for benchmarking LLM serving systems
In real-world service scenarios, each request comes with varying input token lengths. Some requests generate only a few tokens, while others produce a significant number. Traditional fixed-length benchmarks fail to capture this variability, making it difficult to accurately assess real-world throughput performance. This dynamic nature of input token lengths is crucial as it directly affects key features of LLM serving systems, such as continuous batching, which are essential for optimal performance.
To address this challenge, we introduce Dynamic Sonnet—a dataset designed specifically for benchmarking LLM serving systems under realistic conditions. Dynamic Sonnet comprises four subsets: 1k, 2k, 4k, and 8k. Each subset is carefully curated to have an average token length of 512, 1k, 3k, and 7k, respectively. This variability in token length within the dataset allows for a more accurate and comprehensive evaluation of LLM serving systems in environments that mirror real-world usage.
Furthermore, in real-world scenarios, requests often share common prefixes. Advanced systems can leverage this by caching these prefixes to boost performance. Dynamic Sonnet simulates this behavior by incorporating a common prefix that constitutes approximately 25% of the maximum length in each subset (N/4 for an Nk subset). This design allows for more realistic benchmarking of systems that optimize for such efficiencies.
Details
The Dynamic Sonnet dataset consists of five columns: id, system_prompt, user_prompt, formatted_input and tok_inputs
id: A unique identifier (index) for each promptsystem_prompt: A common prefix that instructs the agent to select specific lines from the following textuser_prompt: The lines selected from Shakespeare's sonnetsformatted_input: The prompt(system_prompt+user_prompt) formatted according to a specific chat templatetok_inputs: The tokenized version of theformatted_input
Usage
To benchmark with Dynamic Sonnet, users can pass the token IDs (tok_inputs) directly to the LLM serving system.
For benchmarking an OpenAI-compatible system, users can concatenate the system_prompt and user_prompt, and then send a request to v1/chat/completions endpoint, using the concatenated result as the request body.
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