Total runs:
141.3K
Run Growth:
18.8K
Growth Rate:
13.36%
Sponsored by
APIMart
second-state / jina-embeddings-v2-base-en-GGUF
Model's Last Updated: December 11 2024
Introduction of jina-embeddings-v2-base-en-GGUF
Model Details of jina-embeddings-v2-base-en-GGUF
jina-embeddings-v2-base-en-GGUF
Original Model
jinaai/jina-embeddings-v2-base-en
Run with LlamaEdge
-
LlamaEdge version: v0.14.17
-
Prompt template
-
Prompt type:
embedding
-
Prompt type:
-
Context size:
8192 -
Embedding dim:
768 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:jina-embeddings-v2-base-en-f16.gguf \ llama-api-server.wasm \ --prompt-template embedding \ --ctx-size 8192 \ --model-name jina-embeddings-v2-base-en
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| jina-embeddings-v2-base-en-Q2_K.gguf | Q2_K | 2 | 61.7 MB | smallest, significant quality loss - not recommended for most purposes |
| jina-embeddings-v2-base-en-Q3_K_L.gguf | Q3_K_L | 3 | 79.8 MB | small, substantial quality loss |
| jina-embeddings-v2-base-en-Q3_K_M.gguf | Q3_K_M | 3 | 74.7 MB | very small, high quality loss |
| jina-embeddings-v2-base-en-Q3_K_S.gguf | Q3_K_S | 3 | 68.9 MB | very small, high quality loss |
| jina-embeddings-v2-base-en-Q4_0.gguf | Q4_0 | 4 | 83.9 MB | legacy; small, very high quality loss - prefer using Q3_K_M |
| jina-embeddings-v2-base-en-Q4_K_M.gguf | Q4_K_M | 4 | 88.5 MB | medium, balanced quality - recommended |
| jina-embeddings-v2-base-en-Q4_K_S.gguf | Q4_K_S | 4 | 84.5 MB | small, greater quality loss |
| jina-embeddings-v2-base-en-Q5_0.gguf | Q5_0 | 5 | 98.1 MB | legacy; medium, balanced quality - prefer using Q4_K_M |
| jina-embeddings-v2-base-en-Q5_K_M.gguf | Q5_K_M | 5 | 100 MB | large, very low quality loss - recommended |
| jina-embeddings-v2-base-en-Q5_K_S.gguf | Q5_K_S | 5 | 98.1 MB | large, low quality loss - recommended |
| jina-embeddings-v2-base-en-Q6_K.gguf | Q6_K | 6 | 113 MB | very large, extremely low quality loss |
| jina-embeddings-v2-base-en-Q8_0.gguf | Q8_0 | 8 | 146 MB | very large, extremely low quality loss - not recommended |
| jina-embeddings-v2-base-en-f16.gguf | f16 | 16 | 274 MB | very large, extremely low quality loss - not recommended |
Quantized with llama.cpp b4273
Runs of second-state jina-embeddings-v2-base-en-GGUF on huggingface.co
1.1K
Total runs
0
24-hour runs
-23
3-day runs
-54
7-day runs
231
30-day runs
More Information About jina-embeddings-v2-base-en-GGUF huggingface.co Model
Url of jina-embeddings-v2-base-en-GGUF
jina-embeddings-v2-base-en-GGUF huggingface.co Url
Provider of jina-embeddings-v2-base-en-GGUF huggingface.co
Other API from second-state
Updated:May 01 2024
Total runs:
48.5K
Run Growth:
12.9K
Growth Rate:
26.51%
Total runs:
41.3K
Run Growth:
543
Growth Rate:
1.32%
Total runs:
18.7K
Run Growth:
-769
Growth Rate:
-4.12%
Total runs:
15.4K
Run Growth:
-1.1K
Growth Rate:
-7.16%
Total runs:
12.5K
Run Growth:
72
Growth Rate:
0.57%
Total runs:
5.9K
Run Growth:
2.8K
Growth Rate:
49.79%
Total runs:
4.0K
Run Growth:
2.1K
Growth Rate:
53.30%
Total runs:
3.9K
Run Growth:
280
Growth Rate:
7.35%
Total runs:
3.7K
Run Growth:
597
Growth Rate:
16.35%
Total runs:
3.6K
Run Growth:
2.1K
Growth Rate:
59.23%
Total runs:
3.4K
Run Growth:
880
Growth Rate:
25.60%
Total runs:
3.3K
Run Growth:
282
Growth Rate:
8.43%
Total runs:
3.3K
Run Growth:
1.1K
Growth Rate:
31.86%
Total runs:
3.1K
Run Growth:
-525
Growth Rate:
-17.02%
Total runs:
3.0K
Run Growth:
-6
Growth Rate:
-0.20%
Total runs:
2.5K
Run Growth:
-90
Growth Rate:
-3.58%
Total runs:
2.5K
Run Growth:
92
Growth Rate:
3.80%
Total runs:
2.3K
Run Growth:
-321
Growth Rate:
-13.72%
Total runs:
2.2K
Run Growth:
-545
Growth Rate:
-25.13%
Total runs:
2.1K
Run Growth:
772
Growth Rate:
36.69%
Total runs:
2.1K
Run Growth:
1.1K
Growth Rate:
50.09%
Total runs:
2.1K
Run Growth:
227
Growth Rate:
10.95%
Total runs:
2.1K
Run Growth:
619
Growth Rate:
29.92%
Total runs:
2.0K
Run Growth:
-26
Growth Rate:
-1.34%
Total runs:
1.9K
Run Growth:
303
Growth Rate:
15.96%
Total runs:
1.9K
Run Growth:
-61
Growth Rate:
-3.23%
Total runs:
1.8K
Run Growth:
-58
Growth Rate:
-3.17%
Total runs:
1.7K
Run Growth:
-307
Growth Rate:
-17.64%
Total runs:
1.6K
Run Growth:
314
Growth Rate:
19.25%
Total runs:
1.5K
Run Growth:
290
Growth Rate:
18.82%
Total runs:
1.5K
Run Growth:
629
Growth Rate:
40.92%
Total runs:
1.3K
Run Growth:
-750
Growth Rate:
-57.60%
Total runs:
1.3K
Run Growth:
330
Growth Rate:
25.44%
Total runs:
1.3K
Run Growth:
-612
Growth Rate:
-47.96%
Total runs:
1.2K
Run Growth:
-137
Growth Rate:
-11.18%
Total runs:
1.2K
Run Growth:
-91
Growth Rate:
-7.47%
Total runs:
1.1K
Run Growth:
-179
Growth Rate:
-15.98%
Total runs:
1.1K
Run Growth:
-752
Growth Rate:
-67.08%
Total runs:
1.1K
Run Growth:
-134
Growth Rate:
-12.08%
Total runs:
1.1K
Run Growth:
-102
Growth Rate:
-9.45%
Total runs:
1.1K
Run Growth:
-347
Growth Rate:
-32.37%
Total runs:
1.1K
Run Growth:
-259
Growth Rate:
-24.41%
Total runs:
1.1K
Run Growth:
40
Growth Rate:
3.89%
Total runs:
1.0K
Run Growth:
763
Growth Rate:
74.95%
Total runs:
993
Run Growth:
330
Growth Rate:
33.23%
Total runs:
928
Run Growth:
-120
Growth Rate:
-12.59%
Total runs:
899
Run Growth:
-460
Growth Rate:
-50.77%
Total runs:
863
Run Growth:
592
Growth Rate:
68.60%
Total runs:
844
Run Growth:
-77
Growth Rate:
-9.12%
Total runs:
816
Run Growth:
-305
Growth Rate:
-38.27%
Total runs:
797
Run Growth:
-224
Growth Rate:
-28.57%
Total runs:
774
Run Growth:
52
Growth Rate:
7.25%
Total runs:
765
Run Growth:
-152
Growth Rate:
-19.95%
Total runs:
741
Run Growth:
-426
Growth Rate:
-58.12%
Total runs:
723
Run Growth:
405
Growth Rate:
56.02%
Total runs:
723
Run Growth:
523
Growth Rate:
72.34%
Total runs:
703
Run Growth:
67
Growth Rate:
9.53%
Total runs:
694
Run Growth:
520
Growth Rate:
74.93%
Total runs:
690
Run Growth:
266
Growth Rate:
38.55%
Total runs:
689
Run Growth:
96
Growth Rate:
15.34%
Total runs:
664
Run Growth:
-89
Growth Rate:
-13.28%
Total runs:
656
Run Growth:
-227
Growth Rate:
-34.66%
Total runs:
625
Run Growth:
-358
Growth Rate:
-57.28%
Total runs:
620
Run Growth:
-130
Growth Rate:
-20.97%
Total runs:
603
Run Growth:
-2.3K
Growth Rate:
-359.69%
Total runs:
599
Run Growth:
320
Growth Rate:
53.42%
Total runs:
589
Run Growth:
303
Growth Rate:
51.44%
Total runs:
575
Run Growth:
164
Growth Rate:
28.52%
Total runs:
573
Run Growth:
-107
Growth Rate:
-18.67%
Total runs:
552
Run Growth:
-231
Growth Rate:
-41.62%
Total runs:
540
Run Growth:
-320
Growth Rate:
-59.26%
Total runs:
528
Run Growth:
-227
Growth Rate:
-44.16%
Total runs:
527
Run Growth:
0
Growth Rate:
0.00%
Total runs:
524
Run Growth:
78
Growth Rate:
14.89%
Total runs:
523
Run Growth:
198
Growth Rate:
37.86%
Total runs:
517
Run Growth:
-203
Growth Rate:
-39.26%
Total runs:
515
Run Growth:
196
Growth Rate:
38.06%
Total runs:
502
Run Growth:
245
Growth Rate:
48.80%
Total runs:
499
Run Growth:
-269
Growth Rate:
-53.91%
Total runs:
498
Run Growth:
-173
Growth Rate:
-32.58%
Total runs:
494
Run Growth:
158
Growth Rate:
31.98%
Total runs:
490
Run Growth:
353
Growth Rate:
72.04%
Total runs:
487
Run Growth:
-742
Growth Rate:
-152.36%
Total runs:
481
Run Growth:
-100
Growth Rate:
-20.79%
Total runs:
463
Run Growth:
96
Growth Rate:
20.73%
Total runs:
460
Run Growth:
7
Growth Rate:
1.60%
Total runs:
450
Run Growth:
-170
Growth Rate:
-37.78%
Total runs:
440
Run Growth:
-391
Growth Rate:
-85.75%
Total runs:
429
Run Growth:
182
Growth Rate:
42.42%
Total runs:
428
Run Growth:
-51
Growth Rate:
-12.26%
Total runs:
427
Run Growth:
-84
Growth Rate:
-19.67%
Total runs:
420
Run Growth:
-133
Growth Rate:
-31.67%
Total runs:
415
Run Growth:
-217
Growth Rate:
-52.29%
Total runs:
404
Run Growth:
18
Growth Rate:
4.46%
Total runs:
403
Run Growth:
-325
Growth Rate:
-80.65%
Total runs:
381
Run Growth:
2
Growth Rate:
0.52%
Total runs:
376
Run Growth:
-299
Growth Rate:
-78.68%
Total runs:
372
Run Growth:
74
Growth Rate:
19.89%
Total runs:
371
Run Growth:
-430
Growth Rate:
-115.90%