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  1. README.md +49 -49
  2. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/001.json +2 -2
  3. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/002.json +2 -2
  4. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/003.json +2 -2
  5. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/004.json +2 -2
  6. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/005.json +2 -2
  7. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/006.json +2 -2
  8. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/007.json +2 -2
  9. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/008.json +2 -2
  10. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/009.json +2 -2
  11. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/010.json +2 -2
  12. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/011.json +2 -2
  13. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/012.json +2 -2
  14. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/013.json +2 -2
  15. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/014.json +2 -2
  16. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/015.json +2 -2
  17. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/016.json +2 -2
  18. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/017.json +2 -2
  19. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/018.json +2 -2
  20. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/019.json +2 -2
  21. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/020.json +2 -2
  22. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/021.json +2 -2
  23. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/022.json +2 -2
  24. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/023.json +2 -2
  25. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/024.json +2 -2
  26. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/025.json +2 -2
  27. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/026.json +2 -2
  28. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/027.json +2 -2
  29. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/028.json +2 -2
  30. embeddings/huggingface/intfloat-e5-base-v2/1 Chronicles/029.json +2 -2
  31. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/001.json +2 -2
  32. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/002.json +2 -2
  33. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/003.json +2 -2
  34. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/004.json +2 -2
  35. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/005.json +2 -2
  36. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/006.json +2 -2
  37. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/007.json +2 -2
  38. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/008.json +2 -2
  39. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/009.json +2 -2
  40. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/010.json +2 -2
  41. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/011.json +2 -2
  42. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/012.json +2 -2
  43. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/013.json +2 -2
  44. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/014.json +2 -2
  45. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/015.json +2 -2
  46. embeddings/huggingface/intfloat-e5-base-v2/1 Corinthians/016.json +2 -2
  47. embeddings/huggingface/intfloat-e5-base-v2/1 John/001.json +2 -2
  48. embeddings/huggingface/intfloat-e5-base-v2/1 John/002.json +2 -2
  49. embeddings/huggingface/intfloat-e5-base-v2/1 John/003.json +2 -2
  50. embeddings/huggingface/intfloat-e5-base-v2/1 John/004.json +2 -2
README.md CHANGED
@@ -468,20 +468,20 @@ For high-level information about these models, see the [MTEB Leaderboard](https:
468
 
469
  ### huggingface/intfloat-e5-large-v2 (BSB)
470
 
471
- **Accuracy: 72.1%** (1150/1596 points across 532 queries)
472
 
473
  | Query | Expected | Top Result | Score | ✓ |
474
  |-------|----------|------------|-------|---|
475
- | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8351 | |
476
- | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8575 | |
477
- | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | Nehemiah 9:18 | 0.8333 | ❌ |
478
- | they meant bad but god meant good | ['Genesis 50:20'] | Psalms 106:21 | 0.8294 | |
479
- | isn't there a verse about god loves the world? | ['John 3:16'] | 1 John 2:15 | 0.8405 | ⚠️ |
480
- | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.8530 | ⚠️ |
481
- | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8522 | ✅ |
482
- | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8700 | ✅ |
483
- | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8597 | |
484
- | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9041 | ✅ |
485
 
486
  *... and 522 more queries*
487
 
@@ -504,25 +504,6 @@ For high-level information about these models, see the [MTEB Leaderboard](https:
504
 
505
  *... and 522 more queries*
506
 
507
- ### huggingface/intfloat-e5-base-v2 (BSB)
508
-
509
- **Accuracy: 69.4%** (1108/1596 points across 532 queries)
510
-
511
- | Query | Expected | Top Result | Score | ✓ |
512
- |-------|----------|------------|-------|---|
513
- | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8580 | ✅ |
514
- | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8625 | ✅ |
515
- | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | Psalms 73:1 | 0.8428 | ⚠️ |
516
- | they meant bad but god meant good | ['Genesis 50:20'] | Genesis 50:20 | 0.8596 | ✅ |
517
- | isn't there a verse about god loves the world? | ['John 3:16'] | Psalms 33:5 | 0.8482 | ❌ |
518
- | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.8802 | ⚠️ |
519
- | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8514 | ✅ |
520
- | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8836 | ✅ |
521
- | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8900 | ✅ |
522
- | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9330 | ✅ |
523
-
524
- *... and 522 more queries*
525
-
526
  ### huggingface/thenlper-gte-small (BSB)
527
 
528
  **Accuracy: 69.2%** (1105/1596 points across 532 queries)
@@ -542,6 +523,25 @@ For high-level information about these models, see the [MTEB Leaderboard](https:
542
 
543
  *... and 522 more queries*
544
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
545
  ### huggingface/Salesforce-SFR-Embedding-Mistral (BSB)
546
 
547
  **Accuracy: 69.0%** (1102/1596 points across 532 queries)
@@ -656,25 +656,6 @@ For high-level information about these models, see the [MTEB Leaderboard](https:
656
 
657
  *... and 522 more queries*
658
 
659
- ### huggingface/intfloat-e5-small-v2 (BSB)
660
-
661
- **Accuracy: 63.8%** (1018/1596 points across 532 queries)
662
-
663
- | Query | Expected | Top Result | Score | ✓ |
664
- |-------|----------|------------|-------|---|
665
- | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8610 | ✅ |
666
- | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:16 | 0.8750 | ✅ |
667
- | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 1 Peter 3:17 | 0.8781 | ❌ |
668
- | they meant bad but god meant good | ['Genesis 50:20'] | 1 Peter 3:17 | 0.8570 | ❌ |
669
- | isn't there a verse about god loves the world? | ['John 3:16'] | Romans 3:6 | 0.8696 | ❌ |
670
- | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.8835 | ❌ |
671
- | isn't there a verse about god loved the whole worl... | ['John 3:16'] | Romans 3:6 | 0.8743 | ❌ |
672
- | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8768 | ✅ |
673
- | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | 1 Corinthians 14:36 | 0.8613 | ❌ |
674
- | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.8985 | ✅ |
675
-
676
- *... and 522 more queries*
677
-
678
  ### huggingface/ibm-granite-granite-embedding-107m-multilingual (BSB)
679
 
680
  **Accuracy: 61.3%** (978/1596 points across 532 queries)
@@ -694,6 +675,25 @@ For high-level information about these models, see the [MTEB Leaderboard](https:
694
 
695
  *... and 522 more queries*
696
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
697
  ### huggingface/sentence-transformers-all-MiniLM-L6-v2 (BSB)
698
 
699
  **Accuracy: 59.6%** (951/1596 points across 532 queries)
 
468
 
469
  ### huggingface/intfloat-e5-large-v2 (BSB)
470
 
471
+ **Accuracy: 72.3%** (1154/1596 points across 532 queries)
472
 
473
  | Query | Expected | Top Result | Score | ✓ |
474
  |-------|----------|------------|-------|---|
475
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 Corinthians 8:3 | 0.8327 | |
476
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 Corinthians 8:3 | 0.8525 | ⚠️ |
477
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 1 Kings 22:18 | 0.8325 | ❌ |
478
+ | they meant bad but god meant good | ['Genesis 50:20'] | Jonah 3:10 | 0.8561 | ⚠️ |
479
+ | isn't there a verse about god loves the world? | ['John 3:16'] | John 3:16 | 0.8422 | |
480
+ | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.8674 | ⚠️ |
481
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8558 | ✅ |
482
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8797 | ✅ |
483
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Hebrews 1:10 | 0.8615 | ⚠️ |
484
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.8899 | ✅ |
485
 
486
  *... and 522 more queries*
487
 
 
504
 
505
  *... and 522 more queries*
506
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
507
  ### huggingface/thenlper-gte-small (BSB)
508
 
509
  **Accuracy: 69.2%** (1105/1596 points across 532 queries)
 
523
 
524
  *... and 522 more queries*
525
 
526
+ ### huggingface/intfloat-e5-base-v2 (BSB)
527
+
528
+ **Accuracy: 69.2%** (1104/1596 points across 532 queries)
529
+
530
+ | Query | Expected | Top Result | Score | ✓ |
531
+ |-------|----------|------------|-------|---|
532
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8455 | ✅ |
533
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8602 | ✅ |
534
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | Genesis 50:20 | 0.8271 | ✅ |
535
+ | they meant bad but god meant good | ['Genesis 50:20'] | Genesis 50:20 | 0.8702 | ✅ |
536
+ | isn't there a verse about god loves the world? | ['John 3:16'] | Psalms 33:5 | 0.8438 | ❌ |
537
+ | god loves the world | ['John 3:16'] | John 3:16 | 0.8830 | ✅ |
538
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8521 | ✅ |
539
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.9004 | ✅ |
540
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8846 | ✅ |
541
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9191 | ✅ |
542
+
543
+ *... and 522 more queries*
544
+
545
  ### huggingface/Salesforce-SFR-Embedding-Mistral (BSB)
546
 
547
  **Accuracy: 69.0%** (1102/1596 points across 532 queries)
 
656
 
657
  *... and 522 more queries*
658
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
659
  ### huggingface/ibm-granite-granite-embedding-107m-multilingual (BSB)
660
 
661
  **Accuracy: 61.3%** (978/1596 points across 532 queries)
 
675
 
676
  *... and 522 more queries*
677
 
678
+ ### huggingface/intfloat-e5-small-v2 (BSB)
679
+
680
+ **Accuracy: 61.0%** (974/1596 points across 532 queries)
681
+
682
+ | Query | Expected | Top Result | Score | ✓ |
683
+ |-------|----------|------------|-------|---|
684
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | Romans 3:6 | 0.8576 | ❌ |
685
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:16 | 0.8943 | ✅ |
686
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 1 Peter 3:17 | 0.8629 | ❌ |
687
+ | they meant bad but god meant good | ['Genesis 50:20'] | 1 Peter 3:17 | 0.8879 | ❌ |
688
+ | isn't there a verse about god loves the world? | ['John 3:16'] | Romans 3:6 | 0.8830 | ❌ |
689
+ | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.8945 | ❌ |
690
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | Romans 3:6 | 0.8852 | ❌ |
691
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.9048 | ✅ |
692
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Deuteronomy 4:32 | 0.8603 | ❌ |
693
+ | in the beginning god created | ['Genesis 1:1'] | Mark 10:6 | 0.8955 | ❌ |
694
+
695
+ *... and 522 more queries*
696
+
697
  ### huggingface/sentence-transformers-all-MiniLM-L6-v2 (BSB)
698
 
699
  **Accuracy: 59.6%** (951/1596 points across 532 queries)
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