Total runs:
47.5K
Run Growth:
11.9K
Growth Rate:
24.98%
Sponsored by
ThumbnailCreator.com
second-state / All-MiniLM-L6-v2-Embedding-GGUF
Model's Last Updated: May 01 2024
feature-extraction
Introduction of All-MiniLM-L6-v2-Embedding-GGUF
Model Details of All-MiniLM-L6-v2-Embedding-GGUF
All-MiniLM-L6-v2-GGUF
Original Model
sentence-transformers/all-MiniLM-L6-v2
Run with LlamaEdge
-
LlamaEdge version: v0.8.2 and above
-
Context size:
384 -
Vector size:
256 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:all-MiniLM-L6-v2-ggml-model-f16.gguf \ llama-api-server.wasm \ --prompt-template llama-2-chat \ --ctx-size 256 \ --model-name all-MiniLM-L6-v2
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| all-MiniLM-L6-v2-Q2_K.gguf | Q2_K | 2 | 19.2 MB | smallest, significant quality loss - not recommended for most purposes |
| all-MiniLM-L6-v2-Q3_K_L.gguf | Q3_K_L | 3 | 20.5 MB | small, substantial quality loss |
| all-MiniLM-L6-v2-Q3_K_M.gguf | Q3_K_M | 3 | 19.9 MB | very small, high quality loss |
| all-MiniLM-L6-v2-Q3_K_S.gguf | Q3_K_S | 3 | 19.2 MB | very small, high quality loss |
| all-MiniLM-L6-v2-Q4_0.gguf | Q4_0 | 4 | 19.7 MB | legacy; small, very high quality loss - prefer using Q3_K_M |
| all-MiniLM-L6-v2-Q4_K_M.gguf | Q4_K_M | 4 | 21 MB | medium, balanced quality - recommended |
| all-MiniLM-L6-v2-Q4_K_S.gguf | Q4_K_S | 4 | 20.7 MB | small, greater quality loss |
| all-MiniLM-L6-v2-Q5_0.gguf | Q5_0 | 5 | 21 MB | legacy; medium, balanced quality - prefer using Q4_K_M |
| all-MiniLM-L6-v2-Q5_K_M.gguf | Q5_K_M | 5 | 21.7 MB | large, very low quality loss - recommended |
| all-MiniLM-L6-v2-Q5_K_S.gguf | Q5_K_S | 5 | 21.5 MB | large, low quality loss - recommended |
| all-MiniLM-L6-v2-Q6_K.gguf | Q6_K | 6 | 24.2 MB | very large, extremely low quality loss |
| all-MiniLM-L6-v2-Q8_0.gguf | Q8_0 | 8 | 25 MB | very large, extremely low quality loss - not recommended |
| all-MiniLM-L6-v2-ggml-model-f16.gguf | Q8_0 | 8 | 45.9 MB | very large, extremely low quality loss - not recommended |
Quantized with llama.cpp b2334
Runs of second-state All-MiniLM-L6-v2-Embedding-GGUF on huggingface.co
139.5K
Total runs
0
24-hour runs
4.2K
3-day runs
6.6K
7-day runs
19.1K
30-day runs
More Information About All-MiniLM-L6-v2-Embedding-GGUF huggingface.co Model
Url of All-MiniLM-L6-v2-Embedding-GGUF
All-MiniLM-L6-v2-Embedding-GGUF huggingface.co Url
Provider of All-MiniLM-L6-v2-Embedding-GGUF huggingface.co
Other API from second-state
Updated:November 22 2024
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:
5.6K
Run Growth:
3.0K
Growth Rate:
54.39%
Total runs:
3.8K
Run Growth:
570
Growth Rate:
14.79%
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:
938
Growth Rate:
27.83%
Total runs:
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Run Growth:
282
Growth Rate:
8.43%
Total runs:
3.3K
Run Growth:
1.1K
Growth Rate:
31.86%
Total runs:
3.2K
Run Growth:
-226
Growth Rate:
-7.16%
Total runs:
3.0K
Run Growth:
-6
Growth Rate:
-0.20%
Total runs:
2.5K
Run Growth:
-90
Growth Rate:
-3.58%
Total runs:
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Run Growth:
157
Growth Rate:
6.39%
Total runs:
2.3K
Run Growth:
-321
Growth Rate:
-13.72%
Total runs:
2.2K
Run Growth:
-380
Growth Rate:
-16.92%
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:
828
Growth Rate:
40.47%
Total runs:
2.0K
Run Growth:
494
Growth Rate:
25.11%
Total runs:
1.9K
Run Growth:
40
Growth Rate:
2.06%
Total runs:
1.9K
Run Growth:
218
Growth Rate:
11.43%
Total runs:
1.9K
Run Growth:
901
Growth Rate:
47.65%
Total runs:
1.9K
Run Growth:
-61
Growth Rate:
-3.23%
Total runs:
1.8K
Run Growth:
-136
Growth Rate:
-7.38%
Total runs:
1.8K
Run Growth:
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Growth Rate:
-2.13%
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:
87
Growth Rate:
6.80%
Total runs:
1.3K
Run Growth:
-612
Growth Rate:
-47.96%
Total runs:
1.2K
Run Growth:
4
Growth Rate:
0.32%
Total runs:
1.2K
Run Growth:
-137
Growth Rate:
-11.18%
Total runs:
1.2K
Run Growth:
-152
Growth Rate:
-12.66%
Total runs:
1.1K
Run Growth:
-708
Growth Rate:
-62.99%
Total runs:
1.1K
Run Growth:
-162
Growth Rate:
-17.11%
Total runs:
1.1K
Run Growth:
400
Growth Rate:
36.40%
Total runs:
1.1K
Run Growth:
-102
Growth Rate:
-9.45%
Total runs:
1.1K
Run Growth:
-347
Growth Rate:
-32.37%
Total runs:
1.0K
Run Growth:
72
Growth Rate:
6.92%
Total runs:
1.0K
Run Growth:
-291
Growth Rate:
-28.42%
Total runs:
1.0K
Run Growth:
-21
Growth Rate:
-2.04%
Total runs:
1.0K
Run Growth:
878
Growth Rate:
83.07%
Total runs:
993
Run Growth:
330
Growth Rate:
33.23%
Total runs:
941
Run Growth:
-116
Growth Rate:
-12.33%
Total runs:
933
Run Growth:
161
Growth Rate:
17.26%
Total runs:
905
Run Growth:
-1.9K
Growth Rate:
-204.53%
Total runs:
877
Run Growth:
-107
Growth Rate:
-12.20%
Total runs:
863
Run Growth:
592
Growth Rate:
68.60%
Total runs:
802
Run Growth:
-371
Growth Rate:
-46.26%
Total runs:
773
Run Growth:
-148
Growth Rate:
-19.15%
Total runs:
734
Run Growth:
186
Growth Rate:
25.34%
Total runs:
732
Run Growth:
-95
Growth Rate:
-12.98%
Total runs:
725
Run Growth:
-375
Growth Rate:
-51.72%
Total runs:
723
Run Growth:
405
Growth Rate:
56.02%
Total runs:
723
Run Growth:
523
Growth Rate:
72.34%
Total runs:
709
Run Growth:
-2
Growth Rate:
-0.26%
Total runs:
694
Run Growth:
520
Growth Rate:
74.93%
Total runs:
692
Run Growth:
41
Growth Rate:
5.92%
Total runs:
690
Run Growth:
266
Growth Rate:
38.55%
Total runs:
683
Run Growth:
-103
Growth Rate:
-15.08%
Total runs:
667
Run Growth:
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Growth Rate:
-0.30%
Total runs:
644
Run Growth:
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Growth Rate:
-20.03%
Total runs:
622
Run Growth:
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Growth Rate:
-41.16%
Total runs:
599
Run Growth:
320
Growth Rate:
53.42%
Total runs:
589
Run Growth:
303
Growth Rate:
51.44%
Total runs:
584
Run Growth:
-43
Growth Rate:
-7.38%
Total runs:
575
Run Growth:
164
Growth Rate:
28.52%
Total runs:
573
Run Growth:
-107
Growth Rate:
-18.67%
Total runs:
535
Run Growth:
-317
Growth Rate:
-59.25%
Total runs:
527
Run Growth:
0
Growth Rate:
0.00%
Total runs:
524
Run Growth:
78
Growth Rate:
14.89%
Total runs:
524
Run Growth:
-96
Growth Rate:
-18.32%
Total runs:
523
Run Growth:
198
Growth Rate:
37.86%
Total runs:
518
Run Growth:
-130
Growth Rate:
-23.47%
Total runs:
516
Run Growth:
-133
Growth Rate:
-25.78%
Total runs:
515
Run Growth:
196
Growth Rate:
38.06%
Total runs:
502
Run Growth:
245
Growth Rate:
48.80%
Total runs:
496
Run Growth:
39
Growth Rate:
6.50%
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:
-131
Growth Rate:
-28.48%
Total runs:
440
Run Growth:
93
Growth Rate:
17.58%
Total runs:
431
Run Growth:
-80
Growth Rate:
-18.56%
Total runs:
429
Run Growth:
182
Growth Rate:
42.42%
Total runs:
427
Run Growth:
-84
Growth Rate:
-19.67%
Total runs:
424
Run Growth:
17
Growth Rate:
4.00%
Total runs:
416
Run Growth:
34
Growth Rate:
8.17%
Total runs:
404
Run Growth:
18
Growth Rate:
4.46%
Total runs:
396
Run Growth:
-182
Growth Rate:
-35.14%
Total runs:
395
Run Growth:
-80
Growth Rate:
-20.25%
Total runs:
381
Run Growth:
2
Growth Rate:
0.52%
Total runs:
372
Run Growth:
74
Growth Rate:
19.89%