Total runs:
99.3K
Run Growth:
95.4K
Growth Rate:
96.13%
second-state / Nomic-embed-text-v1.5-Embedding-GGUF
Model's Last Updated: July 18 2024
sentence-similarity
Introduction of Nomic-embed-text-v1.5-Embedding-GGUF
Model Details of Nomic-embed-text-v1.5-Embedding-GGUF
Nomic-embed-text-v1.5-Embedding-GGUF
Original Model
nomic-ai/nomic-embed-text-v1.5
Run with LlamaEdge
-
LlamaEdge version: v0.12.3 and above
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Context size:
768 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:nomic-embed-text-v1.5-f16.gguf \ llama-api-server.wasm \ --prompt-template embedding \ --ctx-size 768 \ --model-name nomic-embed-text-v1.5
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| nomic-embed-text-v1.5-Q2_K.gguf | Q2_K | 2 | 60.9 MB | smallest, significant quality loss - not recommended for most purposes |
| nomic-embed-text-v1.5-Q3_K_L.gguf | Q3_K_L | 3 | 80.7 MB | small, substantial quality loss |
| nomic-embed-text-v1.5-Q3_K_M.gguf | Q3_K_M | 3 | 76.3 MB | very small, high quality loss |
| nomic-embed-text-v1.5-Q3_K_S.gguf | Q3_K_S | 3 | 68.8 MB | very small, high quality loss |
| nomic-embed-text-v1.5-Q4_0.gguf | Q4_0 | 4 | 84.8 MB | legacy; small, very high quality loss - prefer using Q3_K_M |
| nomic-embed-text-v1.5-Q4_K_M.gguf | Q4_K_M | 4 | 90.2 MB | medium, balanced quality - recommended |
| nomic-embed-text-v1.5-Q4_K_S.gguf | Q4_K_S | 4 | 84.1 MB | small, greater quality loss |
| nomic-embed-text-v1.5-Q5_0.gguf | Q5_0 | 5 | 98 MB | legacy; medium, balanced quality - prefer using Q4_K_M |
| nomic-embed-text-v1.5-Q5_K_M.gguf | Q5_K_M | 5 | 103 MB | large, very low quality loss - recommended |
| nomic-embed-text-v1.5-Q5_K_S.gguf | Q5_K_S | 5 | 98 MB | large, low quality loss - recommended |
| nomic-embed-text-v1.5-Q6_K.gguf | Q6_K | 6 | 113 MB | very large, extremely low quality loss |
| nomic-embed-text-v1.5-Q8_0.gguf | Q8_0 | 8 | 146 MB | very large, extremely low quality loss - not recommended |
| nomic-embed-text-v1.5-f16.gguf | Q8_0 | 8 | 274 MB | very large, extremely low quality loss - not recommended |
Quantized with llama.cpp b2636
Runs of second-state Nomic-embed-text-v1.5-Embedding-GGUF on huggingface.co
1.3K
Total runs
0
24-hour runs
66
3-day runs
189
7-day runs
372
30-day runs
More Information About Nomic-embed-text-v1.5-Embedding-GGUF huggingface.co Model
Url of Nomic-embed-text-v1.5-Embedding-GGUF
Nomic-embed-text-v1.5-Embedding-GGUF huggingface.co Url
Provider of Nomic-embed-text-v1.5-Embedding-GGUF huggingface.co
Other API from second-state
Updated: March 20 2024
Total runs:
31.6K
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Growth Rate:
58.45%
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11.8K
Run Growth:
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Growth Rate:
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Total runs:
8.0K
Run Growth:
4.5K
Growth Rate:
59.90%
Total runs:
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Run Growth:
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Growth Rate:
-192.50%
Total runs:
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Run Growth:
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Growth Rate:
91.66%
Total runs:
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7
Growth Rate:
0.97%
Total runs:
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Run Growth:
2.1K
Growth Rate:
69.58%
Total runs:
2.9K
Run Growth:
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Growth Rate:
-175.52%
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57.58%
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Growth Rate:
91.81%
Total runs:
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Growth Rate:
100.00%
Total runs:
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Run Growth:
1.1K
Growth Rate:
63.94%
Total runs:
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Run Growth:
997
Growth Rate:
100.00%
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Run Growth:
832
Growth Rate:
54.52%
Total runs:
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Run Growth:
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Growth Rate:
-17.55%
Total runs:
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350
Growth Rate:
24.10%
Total runs:
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Run Growth:
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82.98%
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Growth Rate:
51.97%
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928
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35.84%
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916
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621
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73.06%
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0
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28.98%
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Run Growth:
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17.76%
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Run Growth:
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41.80%
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807
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Run Growth:
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Run Growth:
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Growth Rate:
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Total runs:
694
Run Growth:
276
Growth Rate:
54.12%
Total runs:
603
Run Growth:
413
Growth Rate:
69.30%
Total runs:
600
Run Growth:
275
Growth Rate:
62.64%
Total runs:
589
Run Growth:
7
Growth Rate:
1.18%
Total runs:
577
Run Growth:
64
Growth Rate:
11.79%
Total runs:
555
Run Growth:
-94
Growth Rate:
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Run Growth:
378
Growth Rate:
100.00%
Total runs:
542
Run Growth:
27
Growth Rate:
5.19%
Total runs:
536
Run Growth:
645
Growth Rate:
95.41%
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532
Run Growth:
0
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512
Run Growth:
89
Growth Rate:
17.66%
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507
Run Growth:
264
Growth Rate:
51.97%
Total runs:
472
Run Growth:
2.9K
Growth Rate:
100.00%
Total runs:
427
Run Growth:
254
Growth Rate:
100.00%
Total runs:
425
Run Growth:
313
Growth Rate:
74.35%
Total runs:
424
Run Growth:
-21
Growth Rate:
-4.91%
Total runs:
423
Run Growth:
0
Growth Rate:
0.00%
Total runs:
395
Run Growth:
-344
Growth Rate:
-264.62%
Total runs:
389
Run Growth:
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0.00%
Total runs:
375
Run Growth:
1.3K
Growth Rate:
100.00%
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366
Run Growth:
0
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0.00%
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366
Run Growth:
286
Growth Rate:
100.00%
Total runs:
352
Run Growth:
19
Growth Rate:
5.54%
Total runs:
340
Run Growth:
245
Growth Rate:
72.27%
Total runs:
331
Run Growth:
1.1K
Growth Rate:
100.00%
Total runs:
318
Run Growth:
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Growth Rate:
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Total runs:
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Run Growth:
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Growth Rate:
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Total runs:
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Run Growth:
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Growth Rate:
0.00%
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Run Growth:
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Growth Rate:
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Total runs:
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Run Growth:
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Growth Rate:
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Total runs:
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Run Growth:
19
Growth Rate:
7.45%
Total runs:
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Run Growth:
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Growth Rate:
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Run Growth:
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Growth Rate:
44.75%
Total runs:
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Run Growth:
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Growth Rate:
25.62%
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Run Growth:
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Growth Rate:
54.18%
Total runs:
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Run Growth:
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Growth Rate:
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Run Growth:
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Growth Rate:
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Growth Rate:
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Run Growth:
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Growth Rate:
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Run Growth:
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Growth Rate:
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Run Growth:
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Growth Rate:
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Run Growth:
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Run Growth:
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Growth Rate:
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Total runs:
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Run Growth:
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Growth Rate:
38.43%
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Run Growth:
49
Growth Rate:
22.48%
Total runs:
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Run Growth:
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Growth Rate:
-31.43%
Total runs:
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Run Growth:
36
Growth Rate:
17.31%
Total runs:
208
Run Growth:
66
Growth Rate:
32.35%
Total runs:
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Run Growth:
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Growth Rate:
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Total runs:
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Run Growth:
110
Growth Rate:
60.11%
Total runs:
186
Run Growth:
73
Growth Rate:
40.33%
Total runs:
182
Run Growth:
-59
Growth Rate:
-32.07%
Total runs:
178
Run Growth:
-375
Growth Rate:
-210.67%
Total runs:
177
Run Growth:
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Growth Rate:
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176
Run Growth:
10
Growth Rate:
5.49%
Total runs:
174
Run Growth:
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Growth Rate:
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173
Run Growth:
-676
Growth Rate:
-171.14%
Total runs:
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Run Growth:
-195
Growth Rate:
-116.77%
Total runs:
166
Run Growth:
44
Growth Rate:
26.51%
Total runs:
165
Run Growth:
47
Growth Rate:
28.14%
Total runs:
162
Run Growth:
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Growth Rate:
-61.36%
Total runs:
161
Run Growth:
-15
Growth Rate:
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Total runs:
161
Run Growth:
0
Growth Rate:
0.00%