Total runs:
121.7K
Run Growth:
7.2K
Growth Rate:
5.96%
Sponsored by
APIMart
second-state / gemma-3-27b-it-GGUF
Model's Last Updated: May 19 2025
image-text-to-text
Introduction of gemma-3-27b-it-GGUF
Model Details of gemma-3-27b-it-GGUF
Gemma-3-27b-it-GGUF
Original Model
Run with LlamaEdge
- LlamaEdge version: coming soon
-
Prompt template
-
Prompt type:
gemma-instruct -
Prompt string
<bos><start_of_turn>user {user_message}<end_of_turn> <start_of_turn>model {model_message}<end_of_turn>model
-
-
Context size:
128000 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:gemma-3-27b-it-Q5_K_M.gguf \ llama-api-server.wasm \ --prompt-template gemma-instruct \ --ctx-size 128000 \ --model-name gemma-3-12b -
Run as LlamaEdge command app
wasmedge --dir .:. \ --nn-preload default:GGML:AUTO:gemma-3-27b-it-Q5_K_M.gguf \ llama-chat.wasm \ --prompt-template gemma-instruct \ --ctx-size 128000
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| gemma-3-27b-it-Q2_K.gguf | Q2_K | 2 | 10.5 GB | smallest, significant quality loss - not recommended for most purposes |
| gemma-3-27b-it-Q3_K_L.gguf | Q3_K_L | 3 | 14.5 GB | small, substantial quality loss |
| gemma-3-27b-it-Q3_K_M.gguf | Q3_K_M | 3 | 13.4 GB | very small, high quality loss |
| gemma-3-27b-it-Q3_K_S.gguf | Q3_K_S | 3 | 12.2 GB | very small, high quality loss |
| gemma-3-27b-it-Q4_0.gguf | Q4_0 | 4 | 15.6 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| gemma-3-27b-it-Q4_K_M.gguf | Q4_K_M | 4 | 16.5 GB | medium, balanced quality - recommended |
| gemma-3-27b-it-Q4_K_S.gguf | Q4_K_S | 4 | 15.7 GB | small, greater quality loss |
| gemma-3-27b-it-Q5_0.gguf | Q5_0 | 5 | 18.8 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| gemma-3-27b-it-Q5_K_M.gguf | Q5_K_M | 5 | 19.3 GB | large, very low quality loss - recommended |
| gemma-3-27b-it-Q5_K_S.gguf | Q5_K_S | 5 | 18.8 GB | large, low quality loss - recommended |
| gemma-3-27b-it-Q6_K.gguf | Q6_K | 6 | 22.2 GB | very large, extremely low quality loss |
| gemma-3-27b-it-Q8_0.gguf | Q8_0 | 8 | 28.7 GB | very large, extremely low quality loss - not recommended |
| gemma-3-27b-it-f16-00001-of-00002.gguf | f16 | 16 | 30.0 GB | |
| gemma-3-27b-it-f16-00002-of-00002.gguf | f16 | 16 | 24.1 GB | |
| gemma-3-27b-it-mmproj.gguf | f16 | 16 | 858 MB |
Quantized with llama.cpp b4875
Runs of second-state gemma-3-27b-it-GGUF on huggingface.co
481
Total runs
0
24-hour runs
0
3-day runs
-44
7-day runs
-100
30-day runs
More Information About gemma-3-27b-it-GGUF huggingface.co Model
Url of gemma-3-27b-it-GGUF
gemma-3-27b-it-GGUF huggingface.co Url
Provider of gemma-3-27b-it-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:
27.7K
Run Growth:
3.2K
Growth Rate:
11.41%
Total runs:
18.0K
Run Growth:
-1.3K
Growth Rate:
-7.06%
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:
3.7K
Run Growth:
597
Growth Rate:
16.35%
Total runs:
3.6K
Run Growth:
874
Growth Rate:
24.22%
Total runs:
3.6K
Run Growth:
2.1K
Growth Rate:
59.23%
Total runs:
3.5K
Run Growth:
1.2K
Growth Rate:
35.17%
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:
2.9K
Run Growth:
2.4K
Growth Rate:
83.88%
Total runs:
2.8K
Run Growth:
-2.0K
Growth Rate:
-75.71%
Total runs:
2.7K
Run Growth:
818
Growth Rate:
29.76%
Total runs:
2.7K
Run Growth:
946
Growth Rate:
35.19%
Total runs:
2.6K
Run Growth:
471
Growth Rate:
18.57%
Total runs:
2.3K
Run Growth:
-321
Growth Rate:
-13.72%
Total runs:
2.3K
Run Growth:
977
Growth Rate:
41.47%
Total runs:
2.1K
Run Growth:
-613
Growth Rate:
-29.29%
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:
570
Growth Rate:
27.75%
Total runs:
2.0K
Run Growth:
673
Growth Rate:
33.99%
Total runs:
1.9K
Run Growth:
821
Growth Rate:
42.54%
Total runs:
1.9K
Run Growth:
1.3K
Growth Rate:
67.54%
Total runs:
1.8K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1.6K
Run Growth:
506
Growth Rate:
31.70%
Total runs:
1.4K
Run Growth:
752
Growth Rate:
54.85%
Total runs:
1.3K
Run Growth:
399
Growth Rate:
30.72%
Total runs:
1.3K
Run Growth:
369
Growth Rate:
26.66%
Total runs:
1.3K
Run Growth:
589
Growth Rate:
44.72%
Total runs:
1.3K
Run Growth:
486
Growth Rate:
36.87%
Total runs:
1.3K
Run Growth:
-750
Growth Rate:
-57.60%
Total runs:
1.3K
Run Growth:
696
Growth Rate:
52.81%
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:
742
Growth Rate:
59.69%
Total runs:
1.2K
Run Growth:
-137
Growth Rate:
-11.18%
Total runs:
1.2K
Run Growth:
533
Growth Rate:
43.62%
Total runs:
1.2K
Run Growth:
551
Growth Rate:
47.13%
Total runs:
1.1K
Run Growth:
128
Growth Rate:
12.36%
Total runs:
1.1K
Run Growth:
503
Growth Rate:
45.64%
Total runs:
1.1K
Run Growth:
576
Growth Rate:
52.41%
Total runs:
1.1K
Run Growth:
-347
Growth Rate:
-32.37%
Total runs:
1.1K
Run Growth:
-312
Growth Rate:
-29.52%
Total runs:
1.0K
Run Growth:
425
Growth Rate:
41.59%
Total runs:
993
Run Growth:
330
Growth Rate:
33.23%
Total runs:
989
Run Growth:
190
Growth Rate:
18.98%
Total runs:
983
Run Growth:
669
Growth Rate:
68.06%
Total runs:
921
Run Growth:
350
Growth Rate:
38.00%
Total runs:
914
Run Growth:
308
Growth Rate:
33.37%
Total runs:
882
Run Growth:
274
Growth Rate:
30.75%
Total runs:
863
Run Growth:
592
Growth Rate:
68.60%
Total runs:
860
Run Growth:
254
Growth Rate:
29.16%
Total runs:
847
Run Growth:
586
Growth Rate:
68.54%
Total runs:
845
Run Growth:
473
Growth Rate:
55.52%
Total runs:
786
Run Growth:
131
Growth Rate:
16.46%
Total runs:
772
Run Growth:
270
Growth Rate:
35.16%
Total runs:
759
Run Growth:
-70
Growth Rate:
-9.31%
Total runs:
758
Run Growth:
611
Growth Rate:
81.47%
Total runs:
741
Run Growth:
263
Growth Rate:
33.17%
Total runs:
728
Run Growth:
485
Growth Rate:
66.17%
Total runs:
723
Run Growth:
405
Growth Rate:
56.02%
Total runs:
723
Run Growth:
523
Growth Rate:
72.34%
Total runs:
720
Run Growth:
371
Growth Rate:
51.53%
Total runs:
709
Run Growth:
549
Growth Rate:
81.82%
Total runs:
704
Run Growth:
445
Growth Rate:
62.68%
Total runs:
694
Run Growth:
520
Growth Rate:
74.93%
Total runs:
690
Run Growth:
266
Growth Rate:
38.55%
Total runs:
679
Run Growth:
388
Growth Rate:
58.00%
Total runs:
665
Run Growth:
259
Growth Rate:
36.53%
Total runs:
636
Run Growth:
297
Growth Rate:
48.21%
Total runs:
634
Run Growth:
449
Growth Rate:
70.16%
Total runs:
632
Run Growth:
322
Growth Rate:
50.95%
Total runs:
620
Run Growth:
252
Growth Rate:
40.65%
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:
558
Run Growth:
295
Growth Rate:
53.06%
Total runs:
553
Run Growth:
415
Growth Rate:
76.01%
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:
513
Run Growth:
181
Growth Rate:
35.28%
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:
486
Run Growth:
280
Growth Rate:
57.49%
Total runs:
467
Run Growth:
288
Growth Rate:
63.58%
Total runs:
463
Run Growth:
96
Growth Rate:
20.73%
Total runs:
458
Run Growth:
247
Growth Rate:
52.44%
Total runs:
456
Run Growth:
281
Growth Rate:
61.62%
Total runs:
431
Run Growth:
72
Growth Rate:
16.86%
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:
-36
Growth Rate:
-8.49%