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491-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9M244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8M97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1m-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7m32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1m-11.4-14.7c-1.6 1-1.6 3.6 0 5.9s4.3 3.3 5.6 2.3c1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2"/></svg> 492 </div> 493 <div class="md-source__repository"> 494 argilla-io/distilabel 495 </div> 496</a> 497 </div> 498 499 <ul class="md-nav__list" data-md-scrollfix> 500 501 502 503 504 505 506 507 508 509 <li class="md-nav__item md-nav__item--active"> 510 511 <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc"> 512 513 514 515 <label class="md-nav__link md-nav__link--active" for="__toc"> 516 517 518 <span class="md-ellipsis"> 519 Distilabel 520 </span> 521 522 523 <span class="md-nav__icon md-icon"></span> 524 </label> 525 526 <a href="." class="md-nav__link md-nav__link--active"> 527 528 529 <span class="md-ellipsis"> 530 Distilabel 531 </span> 532 533 534 </a> 535 536 537 538<nav class="md-nav md-nav--secondary" aria-label="Table of contents"> 539 540 541 542 543 <label class="md-nav__title" for="__toc"> 544 <span class="md-nav__icon md-icon"></span> 545 Table of contents 546 </label> 547 <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix> 548 549 <li class="md-nav__item"> 550 <a href="#why-use-distilabel" class="md-nav__link"> 551 <span class="md-ellipsis"> 552 Why use distilabel? 553 </span> 554 </a> 555 556</li> 557 558 <li class="md-nav__item"> 559 <a href="#what-do-people-build-with-distilabel" class="md-nav__link"> 560 <span class="md-ellipsis"> 561 What do people build with distilabel? 562 </span> 563 </a> 564 565</li> 566 567 </ul> 568 569</nav> 570 571 </li> 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 <li class="md-nav__item md-nav__item--nested"> 591 592 593 594 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" > 595 596 597 <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0"> 598 599 600 <span class="md-ellipsis"> 601 Getting started 602 </span> 603 604 605 <span class="md-nav__icon md-icon"></span> 606 </label> 607 608 <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false"> 609 <label class="md-nav__title" for="__nav_2"> 610 <span class="md-nav__icon md-icon"></span> 611 Getting started 612 </label> 613 <ul class="md-nav__list" data-md-scrollfix> 614 615 616 617 618 619 620 621 <li class="md-nav__item"> 622 <a href="sections/getting_started/quickstart/" class="md-nav__link"> 623 624 625 <span class="md-ellipsis"> 626 Quickstart 627 </span> 628 629 630 </a> 631 </li> 632 633 634 635 636 637 638 639 640 641 642 <li class="md-nav__item"> 643 <a href="sections/getting_started/installation/" class="md-nav__link"> 644 645 646 <span class="md-ellipsis"> 647 Installation 648 </span> 649 650 651 </a> 652 </li> 653 654 655 656 657 658 659 660 661 662 663 <li class="md-nav__item"> 664 <a href="sections/getting_started/faq/" class="md-nav__link"> 665 666 667 <span class="md-ellipsis"> 668 FAQ 669 </span> 670 671 672 </a> 673 </li> 674 675 676 677 678 </ul> 679 </nav> 680 681 </li> 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 <li class="md-nav__item md-nav__item--nested"> 701 702 703 704 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" > 705 706 707 708 <div class="md-nav__link md-nav__container"> 709 <a href="sections/how_to_guides/" class="md-nav__link "> 710 711 712 <span class="md-ellipsis"> 713 How-to guides 714 </span> 715 716 717 </a> 718 719 720 <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="0">
721 <span class="md-nav__icon md-icon"></span> 722 </label> 723 724 </div> 725 726 <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false"> 727 <label class="md-nav__title" for="__nav_3"> 728 <span class="md-nav__icon md-icon"></span> 729 How-to guides 730 </label> 731 <ul class="md-nav__list" data-md-scrollfix> 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 <li class="md-nav__item md-nav__item--nested"> 749 750 751 752 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_1" > 753 754 755 <label class="md-nav__link" for="__nav_3_1" id="__nav_3_1_label" tabindex="0"> 756 757 758 <span class="md-ellipsis"> 759 Basic 760 </span> 761 762 763 <span class="md-nav__icon md-icon"></span> 764 </label> 765 766 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_1_label" aria-expanded="false"> 767 <label class="md-nav__title" for="__nav_3_1"> 768 <span class="md-nav__icon md-icon"></span> 769 Basic 770 </label> 771 <ul class="md-nav__list" data-md-scrollfix> 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 <li class="md-nav__item md-nav__item--nested"> 789 790 791 792 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_1_1" > 793 794 795 796 <div class="md-nav__link md-nav__container"> 797 <a href="sections/how_to_guides/basic/step/" class="md-nav__link "> 798 799 800 <span class="md-ellipsis"> 801 Steps for processing data 802 </span> 803 804 805 </a> 806 807 808 <label class="md-nav__link " for="__nav_3_1_1" id="__nav_3_1_1_label" tabindex="0"> 809 <span class="md-nav__icon md-icon"></span> 810 </label> 811 812 </div> 813 814 <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_1_1_label" aria-expanded="false"> 815 <label class="md-nav__title" for="__nav_3_1_1"> 816 <span class="md-nav__icon md-icon"></span> 817 Steps for processing data 818 </label> 819 <ul class="md-nav__list" data-md-scrollfix> 820 821 822 823 824 825 826 827 <li class="md-nav__item"> 828 <a href="sections/how_to_guides/basic/step/generator_step/" class="md-nav__link"> 829 830 831 <span class="md-ellipsis"> 832 GeneratorStep 833 </span> 834 835 836 </a> 837 </li> 838 839 840 841 842 843 844 845 846 847 848 <li class="md-nav__item"> 849 <a href="sections/how_to_guides/basic/step/global_step/" class="md-nav__link"> 850 851 852 <span class="md-ellipsis"> 853 GlobalStep 854 </span> 855 856 857 </a> 858 </li> 859 860 861 862 863 </ul> 864 </nav> 865 866 </li> 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 <li class="md-nav__item md-nav__item--nested"> 887 888 889 890 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_1_2" > 891 892 893 894 <div class="md-nav__link md-nav__container"> 895 <a href="sections/how_to_guides/basic/task/" class="md-nav__link "> 896 897 898 <span class="md-ellipsis"> 899 Tasks for generating and judging with LLMs 900 </span> 901 902 903 </a> 904 905 906 <label class="md-nav__link " for="__nav_3_1_2" id="__nav_3_1_2_label" tabindex="0"> 907 <span class="md-nav__icon md-icon"></span> 908 </label> 909 910 </div> 911 912 <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_1_2_label" aria-expanded="false"> 913 <label class="md-nav__title" for="__nav_3_1_2"> 914 <span class="md-nav__icon md-icon"></span> 915 Tasks for generating and judging with LLMs 916 </label> 917 <ul class="md-nav__list" data-md-scrollfix> 918 919 920 921 922 923 924 925 <li class="md-nav__item"> 926 <a href="sections/how_to_guides/basic/task/generator_task/" class="md-nav__link"> 927 928 929 <span class="md-ellipsis"> 930 GeneratorTask 931 </span> 932 933 934 </a> 935 </li> 936 937 938 939 940 941 942 943 944 945 946 <li class="md-nav__item"> 947 <a href="sections/how_to_guides/basic/task/image_task/" class="md-nav__link"> 948 949 950 <span class="md-ellipsis"> 951 ImageTask 952 </span> 953 954 955 </a> 956 </li> 957 958 959 960 961 </ul> 962 </nav> 963 964 </li> 965 966 967 968 969 970 971 972 973 974 975 <li class="md-nav__item"> 976 <a href="sections/how_to_guides/basic/llm/" class="md-nav__link"> 977 978 979 <span class="md-ellipsis"> 980 Executing Tasks with LLMs 981 </span> 982 983 984 </a> 985 </li> 986 987 988 989 990 991 992 993 994 995 996 <li class="md-nav__item"> 997 <a href="sections/how_to_guides/basic/pipeline/" class="md-nav__link"> 998 999 1000 <span class="md-ellipsis"> 1001 Execute Steps and Tasks in a Pipeline 1002 </span> 1003 1004 1005 </a> 1006 </li> 1007 1008 1009 1010 1011 </ul> 1012 </nav> 1013 1014 </li> 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 <li class="md-nav__item md-nav__item--nested"> 1035 1036 1037 1038 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_2" > 1039 1040 1041 <label class="md-nav__link" for="__nav_3_2" id="__nav_3_2_label" tabindex="0"> 1042 1043 1044 <span class="md-ellipsis"> 1045 Advanced 1046 </span> 1047 1048
1049 <span class="md-nav__icon md-icon"></span> 1050 </label> 1051 1052 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_2_label" aria-expanded="false"> 1053 <label class="md-nav__title" for="__nav_3_2"> 1054 <span class="md-nav__icon md-icon"></span> 1055 Advanced 1056 </label> 1057 <ul class="md-nav__list" data-md-scrollfix> 1058 1059 1060 1061 1062 1063 1064 1065 <li class="md-nav__item"> 1066 <a href="sections/how_to_guides/advanced/distiset/" class="md-nav__link"> 1067 1068 1069 <span class="md-ellipsis"> 1070 The Distiset dataset object 1071 </span> 1072 1073 1074 </a> 1075 </li> 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 <li class="md-nav__item"> 1087 <a href="sections/how_to_guides/advanced/caching/" class="md-nav__link"> 1088 1089 1090 <span class="md-ellipsis"> 1091 Pipeline cache 1092 </span> 1093 1094 1095 </a> 1096 </li> 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 <li class="md-nav__item"> 1108 <a href="sections/how_to_guides/advanced/argilla/" class="md-nav__link"> 1109 1110 1111 <span class="md-ellipsis"> 1112 Exporting data to Argilla 1113 </span> 1114 1115 1116 </a> 1117 </li> 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 <li class="md-nav__item"> 1129 <a href="sections/how_to_guides/advanced/structured_generation/" class="md-nav__link"> 1130 1131 1132 <span class="md-ellipsis"> 1133 Structured data generation 1134 </span> 1135 1136 1137 </a> 1138 </li> 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 <li class="md-nav__item"> 1150 <a href="sections/how_to_guides/advanced/offline_batch_generation/" class="md-nav__link"> 1151 1152 1153 <span class="md-ellipsis"> 1154 Offline Batch Generation 1155 </span> 1156 1157 1158 </a> 1159 </li> 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 <li class="md-nav__item"> 1171 <a href="sections/how_to_guides/advanced/pipeline_requirements/" class="md-nav__link"> 1172 1173 1174 <span class="md-ellipsis"> 1175 Specifying requirements for pipelines and steps 1176 </span> 1177 1178 1179 </a> 1180 </li> 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 <li class="md-nav__item"> 1192 <a href="sections/how_to_guides/advanced/load_groups_and_execution_stages/" class="md-nav__link"> 1193 1194 1195 <span class="md-ellipsis"> 1196 Load groups and execution stages 1197 </span> 1198 1199 1200 </a> 1201 </li> 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 <li class="md-nav__item"> 1213 <a href="sections/how_to_guides/advanced/cli/" class="md-nav__link"> 1214 1215 1216 <span class="md-ellipsis"> 1217 Using CLI to explore and re-run existing Pipelines 1218 </span> 1219 1220 1221 </a> 1222 </li> 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 <li class="md-nav__item"> 1234 <a href="sections/how_to_guides/advanced/fs_to_pass_data/" class="md-nav__link"> 1235 1236 1237 <span class="md-ellipsis"> 1238 Using a file system to pass data of batches between steps 1239 </span> 1240 1241 1242 </a> 1243 </li> 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 <li class="md-nav__item"> 1255 <a href="sections/how_to_guides/advanced/assigning_resources_to_step/" class="md-nav__link"> 1256 1257 1258 <span class="md-ellipsis"> 1259 Assigning resources to a step 1260 </span> 1261 1262 1263 </a> 1264 </li> 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 <li class="md-nav__item"> 1276 <a href="sections/how_to_guides/advanced/saving_step_generated_artifacts/" class="md-nav__link"> 1277 1278 1279 <span class="md-ellipsis"> 1280 Saving step generated artifacts 1281 </span> 1282 1283 1284 </a> 1285 </li> 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 <li class="md-nav__item"> 1297 <a href="sections/how_to_guides/advanced/serving_an_llm_for_reuse/" class="md-nav__link"> 1298 1299 1300 <span class="md-ellipsis"> 1301 Serving an LLM for sharing it between several tasks 1302 </span> 1303 1304 1305 </a> 1306 </li> 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 <li class="md-nav__item"> 1318 <a href="sections/how_to_guides/advanced/scaling_with_ray/" class="md-nav__link"> 1319 1320 1321 <span class="md-ellipsis"> 1322 Scaling and distributing a pipeline with Ray 1323 </span> 1324 1325 1326 </a> 1327 </li> 1328 1329 1330 1331 1332 </ul> 1333 </nav> 1334 1335 </li> 1336 1337 1338 1339 1340 </ul> 1341 </nav> 1342 1343 </li> 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 <li class="md-nav__item md-nav__item--nested"> 1363 1364 1365 1366 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" > 1367 1368 1369 1370 <div class="md-nav__link md-nav__container"> 1371 <a href="components-gallery/" class="md-nav__link "> 1372 1373 1374 <span class="md-ellipsis"> 1375 Components Gallery 1376 </span> 1377 1378 1379 </a> 1380 1381 1382 <label class="md-nav__link " for="__nav_4" id="__nav_4_label" tabindex="0">
1383 <span class="md-nav__icon md-icon"></span> 1384 </label> 1385 1386 </div> 1387 1388 <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false"> 1389 <label class="md-nav__title" for="__nav_4"> 1390 <span class="md-nav__icon md-icon"></span> 1391 Components Gallery 1392 </label> 1393 <ul class="md-nav__list" data-md-scrollfix> 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 <li class="md-nav__item md-nav__item--nested"> 1411 1412 1413 1414 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_1" > 1415 1416 1417 1418 <div class="md-nav__link md-nav__container"> 1419 <a href="components-gallery/steps/" class="md-nav__link "> 1420 1421 1422 <span class="md-ellipsis"> 1423 Steps 1424 </span> 1425 1426 1427 </a> 1428 1429 1430 <label class="md-nav__link " for="__nav_4_1" id="__nav_4_1_label" tabindex="0"> 1431 <span class="md-nav__icon md-icon"></span> 1432 </label> 1433 1434 </div> 1435 1436 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_1_label" aria-expanded="false"> 1437 <label class="md-nav__title" for="__nav_4_1"> 1438 <span class="md-nav__icon md-icon"></span> 1439 Steps 1440 </label> 1441 <ul class="md-nav__list" data-md-scrollfix> 1442 1443 1444 1445 1446 1447 1448 1449 <li class="md-nav__item"> 1450 <a href="components-gallery/steps/" class="md-nav__link"> 1451 1452 1453 <span class="md-ellipsis"> 1454 1455 </span> 1456 1457 1458 </a> 1459 </li> 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 <li class="md-nav__item"> 1471 <a href="components-gallery/steps/preferencetoargilla/" class="md-nav__link"> 1472 1473 1474 <span class="md-ellipsis"> 1475 1476 </span> 1477 1478 1479 </a> 1480 </li> 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 <li class="md-nav__item"> 1492 <a href="components-gallery/steps/textgenerationtoargilla/" class="md-nav__link"> 1493 1494 1495 <span class="md-ellipsis"> 1496 1497 </span> 1498 1499 1500 </a> 1501 </li> 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 <li class="md-nav__item"> 1513 <a href="components-gallery/steps/pushtohub/" class="md-nav__link"> 1514 1515 1516 <span class="md-ellipsis"> 1517 1518 </span> 1519 1520 1521 </a> 1522 </li> 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 <li class="md-nav__item"> 1534 <a href="components-gallery/steps/loaddatafromdicts/" class="md-nav__link"> 1535 1536 1537 <span class="md-ellipsis"> 1538 1539 </span> 1540 1541 1542 </a> 1543 </li> 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 <li class="md-nav__item"> 1555 <a href="components-gallery/steps/datasampler/" class="md-nav__link"> 1556 1557 1558 <span class="md-ellipsis"> 1559 1560 </span> 1561 1562 1563 </a> 1564 </li> 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 <li class="md-nav__item"> 1576 <a href="components-gallery/steps/loaddatafromhub/" class="md-nav__link"> 1577 1578 1579 <span class="md-ellipsis"> 1580 1581 </span> 1582 1583 1584 </a> 1585 </li> 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 <li class="md-nav__item"> 1597 <a href="components-gallery/steps/loaddatafromfilesystem/" class="md-nav__link"> 1598 1599 1600 <span class="md-ellipsis"> 1601 1602 </span> 1603 1604 1605 </a> 1606 </li> 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 <li class="md-nav__item"> 1618 <a href="components-gallery/steps/loaddatafromdisk/" class="md-nav__link"> 1619 1620 1621 <span class="md-ellipsis"> 1622 1623 </span> 1624 1625 1626 </a> 1627 </li> 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 <li class="md-nav__item"> 1639 <a href="components-gallery/steps/prepareexamples/" class="md-nav__link"> 1640 1641 1642 <span class="md-ellipsis"> 1643 1644 </span> 1645 1646 1647 </a> 1648 </li> 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 <li class="md-nav__item"> 1660 <a href="components-gallery/steps/conversationtemplate/" class="md-nav__link"> 1661 1662 1663 <span class="md-ellipsis"> 1664 1665 </span> 1666 1667 1668 </a> 1669 </li> 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 <li class="md-nav__item"> 1681 <a href="components-gallery/steps/formattextgenerationdpo/" class="md-nav__link"> 1682 1683 1684 <span class="md-ellipsis"> 1685 1686 </span> 1687 1688 1689 </a> 1690 </li> 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 <li class="md-nav__item"> 1702 <a href="components-gallery/steps/formatchatgenerationdpo/" class="md-nav__link"> 1703 1704 1705 <span class="md-ellipsis"> 1706 1707 </span> 1708 1709 1710 </a> 1711 </li> 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 <li class="md-nav__item"> 1723 <a href="components-gallery/steps/formattextgenerationsft/" class="md-nav__link"> 1724 1725 1726 <span class="md-ellipsis"> 1727 1728 </span> 1729 1730 1731 </a> 1732 </li> 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 <li class="md-nav__item"> 1744 <a href="components-gallery/steps/formatchatgenerationsft/" class="md-nav__link"> 1745 1746 1747 <span class="md-ellipsis"> 1748 1749 </span> 1750 1751 1752 </a> 1753 </li> 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 <li class="md-nav__item">
1765 <a href="components-gallery/steps/deitafiltering/" class="md-nav__link"> 1766 1767 1768 <span class="md-ellipsis"> 1769 1770 </span> 1771 1772 1773 </a> 1774 </li> 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 <li class="md-nav__item"> 1786 <a href="components-gallery/steps/embeddingdedup/" class="md-nav__link"> 1787 1788 1789 <span class="md-ellipsis"> 1790 1791 </span> 1792 1793 1794 </a> 1795 </li> 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 <li class="md-nav__item"> 1807 <a href="components-gallery/steps/apigenexecutionchecker/" class="md-nav__link"> 1808 1809 1810 <span class="md-ellipsis"> 1811 1812 </span> 1813 1814 1815 </a> 1816 </li> 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 <li class="md-nav__item"> 1828 <a href="components-gallery/steps/minhashdedup/" class="md-nav__link"> 1829 1830 1831 <span class="md-ellipsis"> 1832 1833 </span> 1834 1835 1836 </a> 1837 </li> 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 <li class="md-nav__item"> 1849 <a href="components-gallery/steps/combineoutputs/" class="md-nav__link"> 1850 1851 1852 <span class="md-ellipsis"> 1853 1854 </span> 1855 1856 1857 </a> 1858 </li> 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 <li class="md-nav__item"> 1870 <a href="components-gallery/steps/expandcolumns/" class="md-nav__link"> 1871 1872 1873 <span class="md-ellipsis"> 1874 1875 </span> 1876 1877 1878 </a> 1879 </li> 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 <li class="md-nav__item"> 1891 <a href="components-gallery/steps/groupcolumns/" class="md-nav__link"> 1892 1893 1894 <span class="md-ellipsis"> 1895 1896 </span> 1897 1898 1899 </a> 1900 </li> 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 <li class="md-nav__item"> 1912 <a href="components-gallery/steps/keepcolumns/" class="md-nav__link"> 1913 1914 1915 <span class="md-ellipsis"> 1916 1917 </span> 1918 1919 1920 </a> 1921 </li> 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 <li class="md-nav__item"> 1933 <a href="components-gallery/steps/mergecolumns/" class="md-nav__link"> 1934 1935 1936 <span class="md-ellipsis"> 1937 1938 </span> 1939 1940 1941 </a> 1942 </li> 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 <li class="md-nav__item"> 1954 <a href="components-gallery/steps/dbscan/" class="md-nav__link"> 1955 1956 1957 <span class="md-ellipsis"> 1958 1959 </span> 1960 1961 1962 </a> 1963 </li> 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 <li class="md-nav__item"> 1975 <a href="components-gallery/steps/umap/" class="md-nav__link"> 1976 1977 1978 <span class="md-ellipsis"> 1979 1980 </span> 1981 1982 1983 </a> 1984 </li> 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 <li class="md-nav__item"> 1996 <a href="components-gallery/steps/faissnearestneighbour/" class="md-nav__link"> 1997 1998 1999 <span class="md-ellipsis"> 2000 2001 </span> 2002 2003 2004 </a> 2005 </li> 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 <li class="md-nav__item"> 2017 <a href="components-gallery/steps/embeddinggeneration/" class="md-nav__link"> 2018 2019 2020 <span class="md-ellipsis"> 2021 2022 </span> 2023 2024 2025 </a> 2026 </li> 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 <li class="md-nav__item"> 2038 <a href="components-gallery/steps/rewardmodelscore/" class="md-nav__link"> 2039 2040 2041 <span class="md-ellipsis"> 2042 2043 </span> 2044 2045 2046 </a> 2047 </li> 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 <li class="md-nav__item"> 2059 <a href="components-gallery/steps/formatprm/" class="md-nav__link"> 2060 2061 2062 <span class="md-ellipsis"> 2063 2064 </span> 2065 2066 2067 </a> 2068 </li> 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 <li class="md-nav__item"> 2080 <a href="components-gallery/steps/truncatetextcolumn/" class="md-nav__link"> 2081 2082 2083 <span class="md-ellipsis"> 2084 2085 </span> 2086 2087 2088 </a> 2089 </li> 2090 2091 2092 2093 2094 </ul> 2095 </nav> 2096 2097 </li> 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 <li class="md-nav__item md-nav__item--nested"> 2118 2119 2120 2121 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2" > 2122 2123 2124 2125 <div class="md-nav__link md-nav__container"> 2126 <a href="components-gallery/tasks/" class="md-nav__link "> 2127 2128 2129 <span class="md-ellipsis"> 2130 Tasks 2131 </span> 2132 2133 2134 </a> 2135 2136 2137 <label class="md-nav__link " for="__nav_4_2" id="__nav_4_2_label" tabindex="0">
2138 <span class="md-nav__icon md-icon"></span> 2139 </label> 2140 2141 </div> 2142 2143 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_2_label" aria-expanded="false"> 2144 <label class="md-nav__title" for="__nav_4_2"> 2145 <span class="md-nav__icon md-icon"></span> 2146 Tasks 2147 </label> 2148 <ul class="md-nav__list" data-md-scrollfix> 2149 2150 2151 2152 2153 2154 2155 2156 <li class="md-nav__item"> 2157 <a href="components-gallery/tasks/" class="md-nav__link"> 2158 2159 2160 <span class="md-ellipsis"> 2161 2162 </span> 2163 2164 2165 </a> 2166 </li> 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177 <li class="md-nav__item"> 2178 <a href="components-gallery/tasks/apigengenerator/" class="md-nav__link"> 2179 2180 2181 <span class="md-ellipsis"> 2182 2183 </span> 2184 2185 2186 </a> 2187 </li> 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 <li class="md-nav__item"> 2199 <a href="components-gallery/tasks/genstruct/" class="md-nav__link"> 2200 2201 2202 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3789 <span class="md-nav__icon md-icon"></span> 3790 </label> 3791 3792 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_5_2_label" aria-expanded="false"> 3793 <label class="md-nav__title" for="__nav_5_2"> 3794 <span class="md-nav__icon md-icon"></span> 3795 Papers 3796 </label> 3797 <ul class="md-nav__list" data-md-scrollfix> 3798 3799 3800 3801 3802 3803 3804 3805 <li class="md-nav__item"> 3806 <a href="sections/pipeline_samples/papers/deepseek_prover/" class="md-nav__link"> 3807 3808 3809 <span class="md-ellipsis"> 3810 DeepSeek Prover 3811 </span> 3812 3813 3814 </a> 3815 </li> 3816 3817 3818 3819 3820 3821 3822 3823 3824 3825 3826 <li class="md-nav__item"> 3827 <a href="sections/pipeline_samples/papers/deita/" class="md-nav__link"> 3828 3829 3830 <span class="md-ellipsis"> 3831 DEITA 3832 </span> 3833 3834 3835 </a> 3836 </li> 3837 3838 3839 3840 3841 3842 3843 3844 3845 3846 3847 <li class="md-nav__item"> 3848 <a href="sections/pipeline_samples/papers/instruction_backtranslation/" class="md-nav__link"> 3849 3850 3851 <span class="md-ellipsis"> 3852 Instruction Backtranslation 3853 </span> 3854 3855 3856 </a> 3857 </li> 3858 3859 3860 3861 3862 3863 3864 3865 3866 3867 3868 <li class="md-nav__item"> 3869 <a href="sections/pipeline_samples/papers/prometheus/" class="md-nav__link"> 3870 3871 3872 <span class="md-ellipsis"> 3873 Prometheus 2 3874 </span> 3875 3876 3877 </a> 3878 </li> 3879 3880 3881 3882 3883 3884 3885 3886 3887 3888 3889 <li class="md-nav__item"> 3890 <a href="sections/pipeline_samples/papers/ultrafeedback/" class="md-nav__link"> 3891 3892 3893 <span class="md-ellipsis"> 3894 UltraFeedback 3895 </span> 3896 3897 3898 </a> 3899 </li> 3900 3901 3902 3903 3904 3905 3906 3907 3908 3909 3910 <li class="md-nav__item"> 3911 <a href="sections/pipeline_samples/papers/apigen/" class="md-nav__link"> 3912 3913 3914 <span class="md-ellipsis"> 3915 APIGen 3916 </span> 3917 3918 3919 </a> 3920 </li> 3921 3922 3923 3924 3925 3926 3927 3928 3929 3930 3931 <li class="md-nav__item"> 3932 <a href="sections/pipeline_samples/papers/clair/" class="md-nav__link"> 3933 3934 3935 <span class="md-ellipsis"> 3936 CLAIR 3937 </span> 3938 3939 3940 </a> 3941 </li> 3942 3943 3944 3945 3946 3947 3948 3949 3950 3951 3952 <li class="md-nav__item"> 3953 <a href="sections/pipeline_samples/papers/math_shepherd/" class="md-nav__link"> 3954 3955 3956 <span class="md-ellipsis"> 3957 Math Shepherd 3958 </span> 3959 3960 3961 </a> 3962 </li> 3963 3964 3965 3966 3967 </ul> 3968 </nav> 3969 3970 </li> 3971 3972 3973 3974 3975 3976 3977 3978 3979 3980 3981 3982 3983 3984 3985 3986 3987 3988 3989 3990 <li class="md-nav__item md-nav__item--nested"> 3991 3992 3993 3994 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5_3" > 3995 3996 3997 <label class="md-nav__link" for="__nav_5_3" id="__nav_5_3_label" tabindex="0"> 3998 3999 4000 <span class="md-ellipsis"> 4001 Examples 4002 </span> 4003 4004 4005 <span class="md-nav__icon md-icon"></span> 4006 </label> 4007 4008 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_5_3_label" aria-expanded="false"> 4009 <label class="md-nav__title" for="__nav_5_3"> 4010 <span class="md-nav__icon md-icon"></span> 4011 Examples 4012 </label> 4013 <ul class="md-nav__list" data-md-scrollfix> 4014 4015 4016 4017 4018 4019 4020 4021 <li class="md-nav__item"> 4022 <a href="sections/pipeline_samples/examples/benchmarking_with_distilabel/" class="md-nav__link"> 4023 4024 4025 <span class="md-ellipsis"> 4026 Benchmarking with distilabel 4027 </span> 4028 4029 4030 </a> 4031 </li> 4032 4033 4034 4035 4036 4037 4038 4039 4040 4041 4042 <li class="md-nav__item"> 4043 <a href="sections/pipeline_samples/examples/llama_cpp_with_outlines/" class="md-nav__link"> 4044 4045 4046 <span class="md-ellipsis"> 4047 Structured generation with outlines 4048 </span> 4049 4050 4051 </a> 4052 </li> 4053 4054 4055 4056 4057 4058 4059 4060 4061 4062 4063 <li class="md-nav__item"> 4064 <a href="sections/pipeline_samples/examples/mistralai_with_instructor/" class="md-nav__link"> 4065 4066 4067 <span class="md-ellipsis"> 4068 Structured generation with instructor
4069 </span> 4070 4071 4072 </a> 4073 </li> 4074 4075 4076 4077 4078 4079 4080 4081 4082 4083 4084 <li class="md-nav__item"> 4085 <a href="sections/pipeline_samples/examples/fine_personas_social_network/" class="md-nav__link"> 4086 4087 4088 <span class="md-ellipsis"> 4089 Create a social network with FinePersonas 4090 </span> 4091 4092 4093 </a> 4094 </li> 4095 4096 4097 4098 4099 4100 4101 4102 4103 4104 4105 <li class="md-nav__item"> 4106 <a href="sections/pipeline_samples/examples/exam_questions/" class="md-nav__link"> 4107 4108 4109 <span class="md-ellipsis"> 4110 Create questions and answers for a exam 4111 </span> 4112 4113 4114 </a> 4115 </li> 4116 4117 4118 4119 4120 4121 4122 4123 4124 4125 4126 <li class="md-nav__item"> 4127 <a href="sections/pipeline_samples/examples/image_generation/" class="md-nav__link"> 4128 4129 4130 <span class="md-ellipsis"> 4131 Image generation with distilabel 4132 </span> 4133 4134 4135 </a> 4136 </li> 4137 4138 4139 4140 4141 4142 4143 4144 4145 4146 4147 <li class="md-nav__item"> 4148 <a href="sections/pipeline_samples/examples/text_generation_with_image/" class="md-nav__link"> 4149 4150 4151 <span class="md-ellipsis"> 4152 Text generation with images in distilabel 4153 </span> 4154 4155 4156 </a> 4157 </li> 4158 4159 4160 4161 4162 </ul> 4163 </nav> 4164 4165 </li> 4166 4167 4168 4169 4170 </ul> 4171 </nav> 4172 4173 </li> 4174 4175 4176 4177 4178 4179 4180 4181 4182 4183 4184 4185 4186 4187 4188 4189 4190 4191 4192 <li class="md-nav__item md-nav__item--nested"> 4193 4194 4195 4196 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" > 4197 4198 4199 <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0"> 4200 4201 4202 <span class="md-ellipsis"> 4203 API Reference 4204 </span> 4205 4206 4207 <span class="md-nav__icon md-icon"></span> 4208 </label> 4209 4210 <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false"> 4211 <label class="md-nav__title" for="__nav_6"> 4212 <span class="md-nav__icon md-icon"></span> 4213 API Reference 4214 </label> 4215 <ul class="md-nav__list" data-md-scrollfix> 4216 4217 4218 4219 4220 4221 4222 4223 4224 4225 4226 4227 4228 4229 4230 4231 4232 <li class="md-nav__item md-nav__item--nested"> 4233 4234 4235 4236 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_1" > 4237 4238 4239 4240 <div class="md-nav__link md-nav__container"> 4241 <a href="api/step/" class="md-nav__link "> 4242 4243 4244 <span class="md-ellipsis"> 4245 Step 4246 </span> 4247 4248 4249 </a> 4250 4251 4252 <label class="md-nav__link " for="__nav_6_1" id="__nav_6_1_label" tabindex="0"> 4253 <span class="md-nav__icon md-icon"></span> 4254 </label> 4255 4256 </div> 4257 4258 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_1_label" aria-expanded="false"> 4259 <label class="md-nav__title" for="__nav_6_1"> 4260 <span class="md-nav__icon md-icon"></span> 4261 Step 4262 </label> 4263 <ul class="md-nav__list" data-md-scrollfix> 4264 4265 4266 4267 4268 4269 4270 4271 <li class="md-nav__item"> 4272 <a href="api/step/generator_step/" class="md-nav__link"> 4273 4274 4275 <span class="md-ellipsis"> 4276 GeneratorStep 4277 </span> 4278 4279 4280 </a> 4281 </li> 4282 4283 4284 4285 4286 4287 4288 4289 4290 4291 4292 <li class="md-nav__item"> 4293 <a href="api/step/global_step/" class="md-nav__link"> 4294 4295 4296 <span class="md-ellipsis"> 4297 GlobalStep 4298 </span> 4299 4300 4301 </a> 4302 </li> 4303 4304 4305 4306 4307 4308 4309 4310 4311 4312 4313 <li class="md-nav__item"> 4314 <a href="api/step/decorator/" class="md-nav__link"> 4315 4316 4317 <span class="md-ellipsis"> 4318 @step 4319 </span> 4320 4321 4322 </a> 4323 </li> 4324 4325 4326 4327 4328 4329 4330 4331 4332 4333 4334 <li class="md-nav__item"> 4335 <a href="api/step/resources/" class="md-nav__link"> 4336 4337 4338 <span class="md-ellipsis"> 4339 StepResources 4340 </span> 4341 4342 4343 </a> 4344 </li> 4345 4346 4347 4348 4349 4350 4351 4352 4353 4354 4355 4356 4357 4358 4359 4360 4361 4362 4363 4364 <li class="md-nav__item md-nav__item--nested"> 4365 4366 4367 4368 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_1_5" > 4369 4370 4371 <label class="md-nav__link" for="__nav_6_1_5" id="__nav_6_1_5_label" tabindex="0"> 4372 4373 4374 <span class="md-ellipsis"> 4375 Step Gallery 4376 </span> 4377 4378
4379 <span class="md-nav__icon md-icon"></span> 4380 </label> 4381 4382 <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_6_1_5_label" aria-expanded="false"> 4383 <label class="md-nav__title" for="__nav_6_1_5"> 4384 <span class="md-nav__icon md-icon"></span> 4385 Step Gallery 4386 </label> 4387 <ul class="md-nav__list" data-md-scrollfix> 4388 4389 4390 4391 4392 4393 4394 4395 <li class="md-nav__item"> 4396 <a href="api/step_gallery/argilla/" class="md-nav__link"> 4397 4398 4399 <span class="md-ellipsis"> 4400 Argilla 4401 </span> 4402 4403 4404 </a> 4405 </li> 4406 4407 4408 4409 4410 4411 4412 4413 4414 4415 4416 <li class="md-nav__item"> 4417 <a href="api/step_gallery/hugging_face/" class="md-nav__link"> 4418 4419 4420 <span class="md-ellipsis"> 4421 Hugging Face 4422 </span> 4423 4424 4425 </a> 4426 </li> 4427 4428 4429 4430 4431 4432 4433 4434 4435 4436 4437 <li class="md-nav__item"> 4438 <a href="api/step_gallery/columns/" class="md-nav__link"> 4439 4440 4441 <span class="md-ellipsis"> 4442 Columns 4443 </span> 4444 4445 4446 </a> 4447 </li> 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457 4458 <li class="md-nav__item"> 4459 <a href="api/step_gallery/extra/" class="md-nav__link"> 4460 4461 4462 <span class="md-ellipsis"> 4463 Extra 4464 </span> 4465 4466 4467 </a> 4468 </li> 4469 4470 4471 4472 4473 </ul> 4474 </nav> 4475 4476 </li> 4477 4478 4479 4480 4481 </ul> 4482 </nav> 4483 4484 </li> 4485 4486 4487 4488 4489 4490 4491 4492 4493 4494 4495 4496 4497 4498 4499 4500 4501 4502 4503 4504 <li class="md-nav__item md-nav__item--nested"> 4505 4506 4507 4508 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_2" > 4509 4510 4511 4512 <div class="md-nav__link md-nav__container"> 4513 <a href="api/task/" class="md-nav__link "> 4514 4515 4516 <span class="md-ellipsis"> 4517 Task 4518 </span> 4519 4520 4521 </a> 4522 4523 4524 <label class="md-nav__link " for="__nav_6_2" id="__nav_6_2_label" tabindex="0"> 4525 <span class="md-nav__icon md-icon"></span> 4526 </label> 4527 4528 </div> 4529 4530 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_2_label" aria-expanded="false"> 4531 <label class="md-nav__title" for="__nav_6_2"> 4532 <span class="md-nav__icon md-icon"></span> 4533 Task 4534 </label> 4535 <ul class="md-nav__list" data-md-scrollfix> 4536 4537 4538 4539 4540 4541 4542 4543 <li class="md-nav__item"> 4544 <a href="api/task/generator_task/" class="md-nav__link"> 4545 4546 4547 <span class="md-ellipsis"> 4548 GeneratorTask 4549 </span> 4550 4551 4552 </a> 4553 </li> 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564 <li class="md-nav__item"> 4565 <a href="api/task/task_gallery/" class="md-nav__link"> 4566 4567 4568 <span class="md-ellipsis"> 4569 Task Gallery 4570 </span> 4571 4572 4573 </a> 4574 </li> 4575 4576 4577 4578 4579 </ul> 4580 </nav> 4581 4582 </li> 4583 4584 4585 4586 4587 4588 4589 4590 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 <li class="md-nav__item md-nav__item--nested"> 4603 4604 4605 4606 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_3" > 4607 4608 4609 4610 <div class="md-nav__link md-nav__container"> 4611 <a href="api/models/llm/" class="md-nav__link "> 4612 4613 4614 <span class="md-ellipsis"> 4615 LLM 4616 </span> 4617 4618 4619 </a> 4620 4621 4622 <label class="md-nav__link " for="__nav_6_3" id="__nav_6_3_label" tabindex="0"> 4623 <span class="md-nav__icon md-icon"></span> 4624 </label> 4625 4626 </div> 4627 4628 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_3_label" aria-expanded="false"> 4629 <label class="md-nav__title" for="__nav_6_3">
4630 <span class="md-nav__icon md-icon"></span> 4631 LLM 4632 </label> 4633 <ul class="md-nav__list" data-md-scrollfix> 4634 4635 4636 4637 4638 4639 4640 4641 <li class="md-nav__item"> 4642 <a href="api/models/llm/llm_gallery/" class="md-nav__link"> 4643 4644 4645 <span class="md-ellipsis"> 4646 LLM Gallery 4647 </span> 4648 4649 4650 </a> 4651 </li> 4652 4653 4654 4655 4656 </ul> 4657 </nav> 4658 4659 </li> 4660 4661 4662 4663 4664 4665 4666 4667 4668 4669 4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 <li class="md-nav__item md-nav__item--nested"> 4680 4681 4682 4683 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4" > 4684 4685 4686 4687 <div class="md-nav__link md-nav__container"> 4688 <a href="api/models/embedding/" class="md-nav__link "> 4689 4690 4691 <span class="md-ellipsis"> 4692 Embedding 4693 </span> 4694 4695 4696 </a> 4697 4698 4699 <label class="md-nav__link " for="__nav_6_4" id="__nav_6_4_label" tabindex="0"> 4700 <span class="md-nav__icon md-icon"></span> 4701 </label> 4702 4703 </div> 4704 4705 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_4_label" aria-expanded="false"> 4706 <label class="md-nav__title" for="__nav_6_4"> 4707 <span class="md-nav__icon md-icon"></span> 4708 Embedding 4709 </label> 4710 <ul class="md-nav__list" data-md-scrollfix> 4711 4712 4713 4714 4715 4716 4717 4718 <li class="md-nav__item"> 4719 <a href="api/models/embedding/embedding_gallery/" class="md-nav__link"> 4720 4721 4722 <span class="md-ellipsis"> 4723 Embedding Gallery 4724 </span> 4725 4726 4727 </a> 4728 </li> 4729 4730 4731 4732 4733 </ul> 4734 </nav> 4735 4736 </li> 4737 4738 4739 4740 4741 4742 4743 4744 4745 4746 4747 4748 4749 4750 4751 4752 4753 4754 4755 4756 <li class="md-nav__item md-nav__item--nested"> 4757 4758 4759 4760 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5" > 4761 4762 4763 4764 <div class="md-nav__link md-nav__container"> 4765 <a href="api/models/image_generation/" class="md-nav__link "> 4766 4767 4768 <span class="md-ellipsis"> 4769 ImageGenerationModels 4770 </span> 4771 4772 4773 </a> 4774 4775 4776 <label class="md-nav__link " for="__nav_6_5" id="__nav_6_5_label" tabindex="0"> 4777 <span class="md-nav__icon md-icon"></span> 4778 </label> 4779 4780 </div> 4781 4782 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="false"> 4783 <label class="md-nav__title" for="__nav_6_5"> 4784 <span class="md-nav__icon md-icon"></span> 4785 ImageGenerationModels 4786 </label> 4787 <ul class="md-nav__list" data-md-scrollfix> 4788 4789 4790 4791 4792 4793 4794 4795 <li class="md-nav__item"> 4796 <a href="api/models/image_generation/image_generation_gallery/" class="md-nav__link"> 4797 4798 4799 <span class="md-ellipsis"> 4800 Image Generation Gallery 4801 </span> 4802 4803 4804 </a> 4805 </li> 4806 4807 4808 4809 4810 </ul> 4811 </nav> 4812 4813 </li> 4814 4815 4816 4817 4818 4819 4820 4821 4822 4823 4824 4825 4826 4827 4828 4829 4830 4831 4832 4833 <li class="md-nav__item md-nav__item--nested"> 4834 4835 4836 4837 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_6" > 4838 4839 4840 4841 <div class="md-nav__link md-nav__container"> 4842 <a href="api/pipeline/" class="md-nav__link "> 4843 4844 4845 <span class="md-ellipsis"> 4846 Pipeline 4847 </span> 4848 4849 4850 </a> 4851 4852 4853 <label class="md-nav__link " for="__nav_6_6" id="__nav_6_6_label" tabindex="0"> 4854 <span class="md-nav__icon md-icon"></span> 4855 </label> 4856 4857 </div> 4858 4859 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_6_label" aria-expanded="false"> 4860 <label class="md-nav__title" for="__nav_6_6">
4861 <span class="md-nav__icon md-icon"></span> 4862 Pipeline 4863 </label> 4864 <ul class="md-nav__list" data-md-scrollfix> 4865 4866 4867 4868 4869 4870 4871 4872 <li class="md-nav__item"> 4873 <a href="api/pipeline/routing_batch_function/" class="md-nav__link"> 4874 4875 4876 <span class="md-ellipsis"> 4877 Routing Batch Function 4878 </span> 4879 4880 4881 </a> 4882 </li> 4883 4884 4885 4886 4887 4888 4889 4890 4891 4892 4893 <li class="md-nav__item"> 4894 <a href="api/pipeline/step_wrapper/" class="md-nav__link"> 4895 4896 4897 <span class="md-ellipsis"> 4898 Step Wrapper 4899 </span> 4900 4901 4902 </a> 4903 </li> 4904 4905 4906 4907 4908 </ul> 4909 </nav> 4910 4911 </li> 4912 4913 4914 4915 4916 4917 4918 4919 4920 4921 4922 4923 4924 4925 4926 4927 4928 4929 4930 4931 <li class="md-nav__item md-nav__item--nested"> 4932 4933 4934 4935 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_7" > 4936 4937 4938 <label class="md-nav__link" for="__nav_6_7" id="__nav_6_7_label" tabindex="0"> 4939 4940 4941 <span class="md-ellipsis"> 4942 Mixins 4943 </span> 4944 4945 4946 <span class="md-nav__icon md-icon"></span> 4947 </label> 4948 4949 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_7_label" aria-expanded="false"> 4950 <label class="md-nav__title" for="__nav_6_7"> 4951 <span class="md-nav__icon md-icon"></span> 4952 Mixins 4953 </label> 4954 <ul class="md-nav__list" data-md-scrollfix> 4955 4956 4957 4958 4959 4960 4961 4962 <li class="md-nav__item"> 4963 <a href="api/mixins/runtime_parameters/" class="md-nav__link"> 4964 4965 4966 <span class="md-ellipsis"> 4967 RuntimeParametersMixin 4968 </span> 4969 4970 4971 </a> 4972 </li> 4973 4974 4975 4976 4977 4978 4979 4980 4981 4982 4983 <li class="md-nav__item"> 4984 <a href="api/mixins/requirements/" class="md-nav__link"> 4985 4986 4987 <span class="md-ellipsis"> 4988 RequirementsMixin 4989 </span> 4990 4991 4992 </a> 4993 </li> 4994 4995 4996 4997 4998 </ul> 4999 </nav> 5000 5001 </li> 5002 5003 5004 5005 5006 5007 5008 5009 5010 5011 5012 <li class="md-nav__item"> 5013 <a href="api/exceptions/" class="md-nav__link"> 5014 5015 5016 <span class="md-ellipsis"> 5017 Exceptions 5018 </span> 5019 5020 5021 </a> 5022 </li> 5023 5024 5025 5026 5027 5028 5029 5030 5031 5032 5033 <li class="md-nav__item"> 5034 <a href="api/errors/" class="md-nav__link"> 5035 5036 5037 <span class="md-ellipsis"> 5038 Errors 5039 </span> 5040 5041 5042 </a> 5043 </li> 5044 5045 5046 5047 5048 5049 5050 5051 5052 5053 5054 <li class="md-nav__item"> 5055 <a href="api/distiset/" class="md-nav__link"> 5056 5057 5058 <span class="md-ellipsis"> 5059 Distiset 5060 </span> 5061 5062 5063 </a> 5064 </li> 5065 5066 5067 5068 5069 5070 5071 5072 5073 5074 5075 <li class="md-nav__item"> 5076 <a href="api/cli/" class="md-nav__link"> 5077 5078 5079 <span class="md-ellipsis"> 5080 CLI 5081 </span> 5082 5083 5084 </a> 5085 </li> 5086 5087 5088 5089 5090 5091 5092 5093 5094 5095 5096 <li class="md-nav__item"> 5097 <a href="api/typing/" class="md-nav__link"> 5098 5099 5100 <span class="md-ellipsis"> 5101 Types 5102 </span> 5103 5104 5105 </a> 5106 </li> 5107 5108 5109 5110 5111 </ul> 5112 </nav> 5113 5114 </li> 5115 5116 5117 5118 5119 5120 5121 5122 5123 5124 5125 5126 5127 5128 5129 5130 5131 5132 5133 <li class="md-nav__item md-nav__item--nested"> 5134 5135 5136 5137 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" > 5138 5139 5140 5141 <div class="md-nav__link md-nav__container"> 5142 <a href="sections/community/" class="md-nav__link "> 5143 5144 5145 <span class="md-ellipsis"> 5146 Community 5147 </span> 5148 5149 5150 </a> 5151 5152 5153 <label class="md-nav__link " for="__nav_7" id="__nav_7_label" tabindex="0">
5154 <span class="md-nav__icon md-icon"></span> 5155 </label> 5156 5157 </div> 5158 5159 <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false"> 5160 <label class="md-nav__title" for="__nav_7"> 5161 <span class="md-nav__icon md-icon"></span> 5162 Community 5163 </label> 5164 <ul class="md-nav__list" data-md-scrollfix> 5165 5166 5167 5168 5169 5170 5171 5172 <li class="md-nav__item"> 5173 <a href="sections/community/contributor/" class="md-nav__link"> 5174 5175 5176 <span class="md-ellipsis"> 5177 How to contribute? 5178 </span> 5179 5180 5181 </a> 5182 </li> 5183 5184 5185 5186 5187 5188 5189 5190 5191 5192 5193 <li class="md-nav__item"> 5194 <a href="sections/community/developer_documentation/" class="md-nav__link"> 5195 5196 5197 <span class="md-ellipsis"> 5198 Developer Documentation 5199 </span> 5200 5201 5202 </a> 5203 </li> 5204 5205 5206 5207 5208 5209 5210 5211 5212 5213 5214 <li class="md-nav__item"> 5215 <a href="sections/community/popular_issues/" class="md-nav__link"> 5216 5217 5218 <span class="md-ellipsis"> 5219 Issue dashboard 5220 </span> 5221 5222 5223 </a> 5224 </li> 5225 5226 5227 5228 5229 </ul> 5230 </nav> 5231 5232 </li> 5233 5234 5235 5236 </ul> 5237</nav> 5238 </div> 5239 </div> 5240 </div> 5241 5242 5243 5244 5245 5246 <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" > 5247 <div class="md-sidebar__scrollwrap"> 5248 <div class="md-sidebar__inner"> 5249 5250 5251<nav class="md-nav md-nav--secondary" aria-label="Table of contents"> 5252 5253 5254 5255 5256 <label class="md-nav__title" for="__toc"> 5257 <span class="md-nav__icon md-icon"></span> 5258 Table of contents 5259 </label> 5260 <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix> 5261 5262 <li class="md-nav__item"> 5263 <a href="#why-use-distilabel" class="md-nav__link"> 5264 <span class="md-ellipsis"> 5265 Why use distilabel? 5266 </span> 5267 </a> 5268 5269</li> 5270 5271 <li class="md-nav__item"> 5272 <a href="#what-do-people-build-with-distilabel" class="md-nav__link"> 5273 <span class="md-ellipsis"> 5274 What do people build with distilabel? 5275 </span> 5276 </a> 5277 5278</li> 5279 5280 </ul> 5281 5282</nav> 5283 </div> 5284 </div> 5285 </div> 5286 5287 5288 5289 <div class="md-content" data-md-component="content"> 5290 <article class="md-content__inner md-typeset"> 5291 5292 5293 5294 5295 <a href="https://github.com/argilla-io/distilabel/edit/main/docs/index.md" title="Edit this page" class="md-content__button md-icon"> 5296 5297 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M10 20H6V4h7v5h5v3.1l2-2V8l-6-6H6c-1.1 0-2 .9-2 2v16c0 1.1.9 2 2 2h4zm10.2-7c.1 0 .3.1.4.2l1.3 1.3c.2.2.2.6 0 .8l-1 1-2.1-2.1 1-1c.1-.1.2-.2.4-.2m0 3.9L14.1 23H12v-2.1l6.1-6.1z"/></svg> 5298 </a> 5299 5300 5301 5302 5303 <h1>Distilabel</h1> 5304 5305<style>.md-typeset h1, .md-content__button { display: none;}</style> 5306 5307<div align="center"> 5308 <picture> 5309 <a class="glightbox" href="./assets/distilabel-white.svg#only-dark" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Distilabel Logo" src="./assets/distilabel-white.svg#only-dark" width="400"></a> 5310 <a class="glightbox" href="./assets/distilabel-black.svg#only-light" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Distilabel Logo" src="./assets/distilabel-black.svg#only-light" width="400"></a> 5311 </picture> 5312</div> 5313 5314<h3 align="center">Synthesize data for AI and add feedback on the fly!</h3> 5315 5316<p align="center"> 5317 <a href="https://pypi.org/project/distilabel/"> 5318 <img alt="CI" src="https://img.shields.io/pypi/v/distilabel.svg?style=flat-round&logo=pypi&logoColor=white"> 5319 </a> 5320 <a href="https://pepy.tech/project/distilabel"> 5321 <img alt="CI" src="https://static.pepy.tech/personalized-badge/distilabel?period=month&units=international_system&left_color=grey&right_color=blue&left_text=pypi%20downloads/month"> 5322 </a> 5323</p> 5324 5325<p align="center"> 5326 <a href="https://twitter.com/argilla_io"> 5327 <img src="https://img.shields.io/badge/twitter-black?logo=x"/> 5328 </a> 5329 <a href="https://www.linkedin.com/company/argilla-io"> 5330 <img src="https://img.shields.io/badge/linkedin-blue?logo=linkedin"/> 5331 </a> 5332 <a href="http://hf.co/join/discord"> 5333 <img src="https://img.shields.io/badge/Discord-7289DA?&logo=discord&logoColor=white"/> 5334 </a> 5335</p> 5336 5337<p>Distilabel is the framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.</p> 5338<div class="grid cards"> 5339<ul> 5340<li> 5341<p><strong>Get started in 5 minutes!</strong></p> 5342<hr /> 5343<p>Install distilabel with <code>pip</code> and run your first <code>Pipeline</code> to generate and evaluate synthetic data.</p> 5344<p><a href="sections/getting_started/quickstart/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
5344<path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> Quickstart</a></p> 5345</li> 5346<li> 5347<p><strong>How-to guides</strong></p> 5348<hr /> 5349<p>Get familiar with the basics of distilabel. Learn how to define <code>steps</code>, <code>tasks</code> and <code>llms</code> and run your <code>Pipeline</code>.</p> 5350<p><a href="sections/how_to_guides/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> Learn more</a></p> 5351</li> 5352</ul> 5353</div> 5354<h2 id="why-use-distilabel">Why use distilabel?<a class="headerlink" href="#why-use-distilabel" title="Permanent link">¶</a></h2> 5355<p>Distilabel can be used for generating synthetic data and AI feedback for a wide variety of projects including traditional predictive NLP (classification, extraction, etc.), or generative and large language model scenarios (instruction following, dialogue generation, judging etc.). Distilabel's programmatic approach allows you to build scalable pipelines for data generation and AI feedback. The goal of distilabel is to accelerate your AI development by quickly generating high-quality, diverse datasets based on verified research methodologies for generating and judging with AI feedback.</p> 5356<p style="font-size:20px">Improve your AI output quality through data quality</p> 5357 5358<p>Compute is expensive and output quality is important. We help you <strong>focus on data quality</strong>, which tackles the root cause of both of these problems at once. Distilabel helps you to synthesize and judge data to let you spend your valuable time <strong>achieving and keeping high-quality standards for your synthetic data</strong>.</p> 5359<p style="font-size:20px">Take control of your data and models</p> 5360 5361<p><strong>Ownership of data for fine-tuning your own LLMs</strong> is not easy but distilabel can help you to get started. We integrate <strong>AI feedback from any LLM provider out there</strong> using one unified API.</p> 5362<p style="font-size:20px">Improve efficiency by quickly iterating on the right data and models</p> 5363 5364<p>Synthesize and judge data with <strong>latest research papers</strong> while ensuring <strong>flexibility, scalability and fault tolerance</strong>. So you can focus on improving your data and training your models.</p> 5365<h2 id="what-do-people-build-with-distilabel">What do people build with distilabel?<a class="headerlink" href="#what-do-people-build-with-distilabel" title="Permanent link">¶</a></h2> 5366<p>The Argilla community uses distilabel to create amazing <a href="https://huggingface.co/datasets?other=distilabel">datasets</a> and <a href="https://huggingface.co/models?other=distilabel">models</a>.</p> 5367<ul> 5368<li>The <a href="https://huggingface.co/datasets/argilla/OpenHermesPreferences">1M OpenHermesPreference</a> is a dataset of ~1 million AI preferences derived from teknium/OpenHermes-2.5. It shows how we can use Distilabel to <strong>synthesize data on an immense scale</strong>.</li> 5369<li>Our <a href="https://huggingface.co/datasets/argilla/distilabel-intel-orca-dpo-pairs">distilabeled Intel Orca DPO dataset</a> and the <a href="https://huggingface.co/argilla/distilabeled-OpenHermes-2.5-Mistral-7B">improved OpenHermes model</a>, show how we <strong>improve model performance by filtering out 50%</strong> of the original dataset through <strong>AI feedback</strong>.</li> 5370<li>The <a href="https://github.com/davanstrien/haiku-dpo">haiku DPO data</a> outlines how anyone can create a <strong>dataset for a specific task</strong> and <strong>the latest research papers</strong> to improve the quality of the dataset.</li> 5371</ul> 5372 5373 5374 5375 5376 5377 5378 5379 5380 5381 5382 5383 5384 5385 5386 5387 5388 5389 5390 <form class="md-feedback" name="feedback" hidden> 5391 <fieldset> 5392 <legend class="md-feedback__title"> 5393 Was this page helpful? 5394 </legend> 5395 <div class="md-feedback__inner"> 5396 <div class="md-feedback__list"> 5397 5398 <button class="md-feedback__icon md-icon" type="submit" title="This page was helpful" data-md-value="1"> 5399 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
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