Total runs:
123.1K
Run Growth:
6.4K
Growth Rate:
5.25%
Sponsored by
APIMaster
second-state / jina-embeddings-v2-small-en-GGUF
Model's Last Updated: December 11 2024
Introduction of jina-embeddings-v2-small-en-GGUF
Model Details of jina-embeddings-v2-small-en-GGUF
jina-embeddings-v2-small-en-GGUF
Original Model
jinaai/jina-embeddings-v2-small-en
Run with LlamaEdge
-
LlamaEdge version: v0.14.17
-
Prompt template
-
Prompt type:
embedding
-
Prompt type:
-
Context size:
8192 -
Embedding dim:
512 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:jina-embeddings-v2-small-en-f16.gguf \ llama-api-server.wasm \ --prompt-template embedding \ --ctx-size 8192 \ --model-name jina-embeddings-v2-small-en
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| jina-embeddings-v2-small-en-Q2_K.gguf | Q2_K | 2 | 19.7 MB | smallest, significant quality loss - not recommended for most purposes |
| jina-embeddings-v2-small-en-Q3_K_L.gguf | Q3_K_L | 3 | 22.4 MB | small, substantial quality loss |
| jina-embeddings-v2-small-en-Q3_K_M.gguf | Q3_K_M | 3 | 21.6 MB | very small, high quality loss |
| jina-embeddings-v2-small-en-Q3_K_S.gguf | Q3_K_S | 3 | 20.7 MB | very small, high quality loss |
| jina-embeddings-v2-small-en-Q4_0.gguf | Q4_0 | 4 | 23.0 MB | legacy; small, very high quality loss - prefer using Q3_K_M |
| jina-embeddings-v2-small-en-Q4_K_M.gguf | Q4_K_M | 4 | 23.6 MB | medium, balanced quality - recommended |
| jina-embeddings-v2-small-en-Q4_K_S.gguf | Q4_K_S | 4 | 23.1 MB | small, greater quality loss |
| jina-embeddings-v2-small-en-Q5_0.gguf | Q5_0 | 5 | 25.1 MB | legacy; medium, balanced quality - prefer using Q4_K_M |
| jina-embeddings-v2-small-en-Q5_K_M.gguf | Q5_K_M | 5 | 25.4 MB | large, very low quality loss - recommended |
| jina-embeddings-v2-small-en-Q5_K_S.gguf | Q5_K_S | 5 | 25.1 MB | large, low quality loss - recommended |
| jina-embeddings-v2-small-en-Q6_K.gguf | Q6_K | 6 | 27.3 MB | very large, extremely low quality loss |
| jina-embeddings-v2-small-en-Q8_0.gguf | Q8_0 | 8 | 35.1 MB | very large, extremely low quality loss - not recommended |
| jina-embeddings-v2-small-en-f16.gguf | f16 | 16 | 65.5 MB | very large, extremely low quality loss - not recommended |
Quantized with llama.cpp b4273
Runs of second-state jina-embeddings-v2-small-en-GGUF on huggingface.co
475
Total runs
-4
24-hour runs
39
3-day runs
64
7-day runs
201
30-day runs
More Information About jina-embeddings-v2-small-en-GGUF huggingface.co Model
Url of jina-embeddings-v2-small-en-GGUF
jina-embeddings-v2-small-en-GGUF huggingface.co Url
Provider of jina-embeddings-v2-small-en-GGUF huggingface.co
Other API from second-state
Updated:May 01 2024
Total runs:
41.3K
Run Growth:
543
Growth Rate:
1.32%
Total runs:
35.7K
Run Growth:
8.3K
Growth Rate:
23.33%
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:
4.8K
Run Growth:
391
Growth Rate:
8.17%
Total runs:
3.8K
Run Growth:
974
Growth Rate:
25.76%
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:
3.5K
Run Growth:
601
Growth Rate:
16.99%
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:
3.0K
Run Growth:
-6
Growth Rate:
-0.20%
Total runs:
2.8K
Run Growth:
669
Growth Rate:
23.78%
Total runs:
2.8K
Run Growth:
353
Growth Rate:
12.83%
Total runs:
2.7K
Run Growth:
342
Growth Rate:
12.83%
Total runs:
2.5K
Run Growth:
675
Growth Rate:
26.76%
Total runs:
2.3K
Run Growth:
-321
Growth Rate:
-13.72%
Total runs:
2.1K
Run Growth:
749
Growth Rate:
35.48%
Total runs:
2.1K
Run Growth:
377
Growth Rate:
18.02%
Total runs:
2.1K
Run Growth:
227
Growth Rate:
10.95%
Total runs:
2.1K
Run Growth:
619
Growth Rate:
29.92%
Total runs:
2.1K
Run Growth:
299
Growth Rate:
14.47%
Total runs:
1.8K
Run Growth:
-39
Growth Rate:
-2.13%
Total runs:
1.7K
Run Growth:
-734
Growth Rate:
-42.11%
Total runs:
1.6K
Run Growth:
314
Growth Rate:
19.25%
Total runs:
1.6K
Run Growth:
351
Growth Rate:
22.46%
Total runs:
1.5K
Run Growth:
629
Growth Rate:
40.92%
Total runs:
1.4K
Run Growth:
486
Growth Rate:
33.91%
Total runs:
1.4K
Run Growth:
419
Growth Rate:
29.76%
Total runs:
1.4K
Run Growth:
541
Growth Rate:
38.40%
Total runs:
1.3K
Run Growth:
219
Growth Rate:
16.38%
Total runs:
1.3K
Run Growth:
-979
Growth Rate:
-74.73%
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:
453
Growth Rate:
34.93%
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:
-304
Growth Rate:
-24.82%
Total runs:
1.2K
Run Growth:
322
Growth Rate:
27.36%
Total runs:
1.1K
Run Growth:
190
Growth Rate:
18.50%
Total runs:
1.1K
Run Growth:
218
Growth Rate:
19.93%
Total runs:
1.1K
Run Growth:
356
Growth Rate:
32.78%
Total runs:
1.1K
Run Growth:
-514
Growth Rate:
-47.73%
Total runs:
1.1K
Run Growth:
-347
Growth Rate:
-32.37%
Total runs:
1.0K
Run Growth:
154
Growth Rate:
14.74%
Total runs:
1.0K
Run Growth:
393
Growth Rate:
38.72%
Total runs:
993
Run Growth:
330
Growth Rate:
33.23%
Total runs:
979
Run Growth:
411
Growth Rate:
41.98%
Total runs:
964
Run Growth:
381
Growth Rate:
39.52%
Total runs:
950
Run Growth:
317
Growth Rate:
32.99%
Total runs:
944
Run Growth:
731
Growth Rate:
84.22%
Total runs:
931
Run Growth:
35
Growth Rate:
3.76%
Total runs:
902
Run Growth:
222
Growth Rate:
24.61%
Total runs:
875
Run Growth:
248
Growth Rate:
28.34%
Total runs:
873
Run Growth:
519
Growth Rate:
59.45%
Total runs:
872
Run Growth:
571
Growth Rate:
65.48%
Total runs:
863
Run Growth:
418
Growth Rate:
48.44%
Total runs:
863
Run Growth:
592
Growth Rate:
68.60%
Total runs:
846
Run Growth:
339
Growth Rate:
40.07%
Total runs:
819
Run Growth:
577
Growth Rate:
73.88%
Total runs:
815
Run Growth:
454
Growth Rate:
58.88%
Total runs:
811
Run Growth:
-16
Growth Rate:
-1.97%
Total runs:
782
Run Growth:
375
Growth Rate:
47.95%
Total runs:
776
Run Growth:
370
Growth Rate:
47.68%
Total runs:
753
Run Growth:
426
Growth Rate:
56.35%
Total runs:
748
Run Growth:
390
Growth Rate:
52.14%
Total runs:
723
Run Growth:
405
Growth Rate:
56.02%
Total runs:
723
Run Growth:
523
Growth Rate:
72.34%
Total runs:
717
Run Growth:
139
Growth Rate:
19.39%
Total runs:
695
Run Growth:
248
Growth Rate:
34.98%
Total runs:
694
Run Growth:
520
Growth Rate:
74.93%
Total runs:
691
Run Growth:
332
Growth Rate:
47.70%
Total runs:
690
Run Growth:
266
Growth Rate:
38.55%
Total runs:
675
Run Growth:
-4
Growth Rate:
-0.59%
Total runs:
651
Run Growth:
294
Growth Rate:
50.34%
Total runs:
634
Run Growth:
353
Growth Rate:
61.82%
Total runs:
616
Run Growth:
258
Growth Rate:
44.95%
Total runs:
615
Run Growth:
162
Growth Rate:
26.34%
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:
560
Run Growth:
214
Growth Rate:
37.68%
Total runs:
527
Run Growth:
0
Growth Rate:
0.00%
Total runs:
524
Run Growth:
78
Growth Rate:
14.89%
Total runs:
515
Run Growth:
196
Growth Rate:
38.06%
Total runs:
502
Run Growth:
245
Growth Rate:
48.80%
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:
483
Run Growth:
32
Growth Rate:
6.63%
Total runs:
481
Run Growth:
-100
Growth Rate:
-20.79%
Total runs:
470
Run Growth:
157
Growth Rate:
33.40%
Total runs:
463
Run Growth:
96
Growth Rate:
20.73%
Total runs:
447
Run Growth:
139
Growth Rate:
31.10%
Total runs:
429
Run Growth:
182
Growth Rate:
42.42%
Total runs:
427
Run Growth:
-84
Growth Rate:
-19.67%
Total runs:
423
Run Growth:
77
Growth Rate:
18.20%