Total runs:
27.5K
Run Growth:
13.0K
Growth Rate:
50.38%
second-state / Gemma-2b-it-GGUF
Model's Last Updated: March 20 2024
text-generation
Introduction of Gemma-2b-it-GGUF
Model Details of Gemma-2b-it-GGUF
Gemma-2b-it
Original Model
Run with LlamaEdge
-
LlamaEdge version: v0.3.2
-
Prompt template
-
Prompt type:
gemma-instruct -
Prompt string
<start_of_turn>user {user_message}<end_of_turn> <start_of_turn>model {model_message}<end_of_turn>model
-
-
Context size:
2048 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:gemma-2b-it-Q5_K_M.gguf llama-api-server.wasm -p gemma-instruct -c 4096 -
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:gemma-2b-it-Q5_K_M.gguf llama-chat.wasm -p gemma-instruct -c 4096
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| gemma-2b-it-Q2_K.gguf | Q2_K | 2 | 900 MB | smallest, significant quality loss - not recommended for most purposes |
| gemma-2b-it-Q3_K_L.gguf | Q3_K_L | 3 | 1.26 GB | small, substantial quality loss |
| gemma-2b-it-Q3_K_M.gguf | Q3_K_M | 3 | 1.18 GB | very small, high quality loss |
| gemma-2b-it-Q3_K_S.gguf | Q3_K_S | 3 | 1.08 GB | very small, high quality loss |
| gemma-2b-it-Q4_0.gguf | Q4_0 | 4 | 1.42 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| gemma-2b-it-Q4_K_M.gguf | Q4_K_M | 4 | 1.5 GB | medium, balanced quality - recommended |
| gemma-2b-it-Q4_K_S.gguf | Q4_K_S | 4 | 1.42 GB | small, greater quality loss |
| gemma-2b-it-Q5_0.gguf | Q5_0 | 5 | 1.73 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| gemma-2b-it-Q5_K_M.gguf | Q5_K_M | 5 | 1.77 GB | large, very low quality loss - recommended |
| gemma-2b-it-Q5_K_S.gguf | Q5_K_S | 5 | 1.73 GB | large, low quality loss - recommended |
| gemma-2b-it-Q6_K.gguf | Q6_K | 6 | 2.06 GB | very large, extremely low quality loss |
| gemma-2b-it-Q8_0.gguf | Q8_0 | 8 | 2.67 GB | very large, extremely low quality loss - not recommended |
Quantized with llama.cpp b2230
Runs of second-state Gemma-2b-it-GGUF on huggingface.co
98.9K
Total runs
448
24-hour runs
229
3-day runs
8.8K
7-day runs
95.5K
30-day runs
More Information About Gemma-2b-it-GGUF huggingface.co Model
Url of Gemma-2b-it-GGUF
Gemma-2b-it-GGUF huggingface.co Url
Provider of Gemma-2b-it-GGUF huggingface.co
Other API from second-state
Updated: January 31 2025
Total runs:
10.8K
Run Growth:
-273
Growth Rate:
-25.56%
Total runs:
7.0K
Run Growth:
-1.9K
Growth Rate:
-29.65%
Total runs:
7.0K
Run Growth:
3.2K
Growth Rate:
46.23%
Total runs:
6.0K
Run Growth:
-4.8K
Growth Rate:
-52.01%
Total runs:
4.4K
Run Growth:
3.8K
Growth Rate:
90.87%
Total runs:
2.8K
Run Growth:
1.7K
Growth Rate:
64.35%
Total runs:
2.3K
Run Growth:
1.3K
Growth Rate:
55.96%
Total runs:
2.2K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1.8K
Run Growth:
1.1K
Growth Rate:
88.74%
Total runs:
1.7K
Run Growth:
767
Growth Rate:
55.58%
Total runs:
1.5K
Run Growth:
1.7K
Growth Rate:
100.00%
Total runs:
1.5K
Run Growth:
697
Growth Rate:
50.51%
Total runs:
1.5K
Run Growth:
997
Growth Rate:
100.00%
Total runs:
1.5K
Run Growth:
343
Growth Rate:
23.48%
Total runs:
1.5K
Run Growth:
-699
Growth Rate:
-48.01%
Total runs:
1.4K
Run Growth:
1.1K
Growth Rate:
82.88%
Total runs:
1.3K
Run Growth:
1.1K
Growth Rate:
83.05%
Total runs:
1.2K
Run Growth:
231
Growth Rate:
19.06%
Total runs:
1.2K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1.1K
Run Growth:
202
Growth Rate:
20.57%
Total runs:
1.0K
Run Growth:
582
Growth Rate:
55.96%
Total runs:
930
Run Growth:
7
Growth Rate:
0.97%
Total runs:
924
Run Growth:
189
Growth Rate:
22.05%
Total runs:
924
Run Growth:
214
Growth Rate:
23.86%
Total runs:
893
Run Growth:
0
Growth Rate:
0.00%
Total runs:
802
Run Growth:
561
Growth Rate:
72.76%
Total runs:
793
Run Growth:
0
Growth Rate:
0.00%
Total runs:
785
Run Growth:
296
Growth Rate:
38.34%
Total runs:
774
Run Growth:
165
Growth Rate:
100.00%
Total runs:
758
Run Growth:
0
Growth Rate:
0.00%
Total runs:
731
Run Growth:
-3.7K
Growth Rate:
-212.42%
Total runs:
721
Run Growth:
263
Growth Rate:
36.43%
Total runs:
643
Run Growth:
0
Growth Rate:
0.00%
Total runs:
618
Run Growth:
276
Growth Rate:
54.12%
Total runs:
598
Run Growth:
420
Growth Rate:
71.19%
Total runs:
567
Run Growth:
-158
Growth Rate:
-29.59%
Total runs:
561
Run Growth:
-94
Growth Rate:
-21.66%
Total runs:
547
Run Growth:
62
Growth Rate:
11.40%
Total runs:
536
Run Growth:
645
Growth Rate:
95.41%
Total runs:
521
Run Growth:
378
Growth Rate:
100.00%
Total runs:
513
Run Growth:
10
Growth Rate:
1.95%
Total runs:
503
Run Growth:
85
Growth Rate:
17.31%
Total runs:
498
Run Growth:
239
Growth Rate:
48.68%
Total runs:
473
Run Growth:
0
Growth Rate:
0.00%
Total runs:
449
Run Growth:
2.9K
Growth Rate:
100.00%
Total runs:
435
Run Growth:
254
Growth Rate:
100.00%
Total runs:
430
Run Growth:
-65
Growth Rate:
-15.26%
Total runs:
427
Run Growth:
307
Growth Rate:
73.44%
Total runs:
410
Run Growth:
0
Growth Rate:
0.00%
Total runs:
392
Run Growth:
-344
Growth Rate:
-264.62%
Total runs:
389
Run Growth:
286
Growth Rate:
100.00%
Total runs:
366
Run Growth:
0
Growth Rate:
0.00%
Total runs:
353
Run Growth:
0
Growth Rate:
0.00%
Total runs:
352
Run Growth:
120
Growth Rate:
35.40%
Total runs:
344
Run Growth:
2
Growth Rate:
0.59%
Total runs:
344
Run Growth:
1.3K
Growth Rate:
100.00%
Total runs:
314
Run Growth:
0
Growth Rate:
0.00%
Total runs:
296
Run Growth:
203
Growth Rate:
68.35%
Total runs:
294
Run Growth:
-183
Growth Rate:
-105.17%
Total runs:
281
Run Growth:
-34
Growth Rate:
-12.45%
Total runs:
268
Run Growth:
-30
Growth Rate:
-11.32%
Total runs:
259
Run Growth:
4
Growth Rate:
1.60%
Total runs:
257
Run Growth:
244
Growth Rate:
100.00%
Total runs:
249
Run Growth:
97
Growth Rate:
38.96%
Total runs:
241
Run Growth:
83
Growth Rate:
36.24%
Total runs:
240
Run Growth:
549
Growth Rate:
100.00%
Total runs:
239
Run Growth:
0
Growth Rate:
0.00%
Total runs:
239
Run Growth:
-97
Growth Rate:
-41.10%
Total runs:
238
Run Growth:
0
Growth Rate:
0.00%
Total runs:
234
Run Growth:
-304
Growth Rate:
-147.57%
Total runs:
232
Run Growth:
-111
Growth Rate:
-47.84%
Total runs:
230
Run Growth:
113
Growth Rate:
48.71%
Total runs:
228
Run Growth:
107
Growth Rate:
47.35%
Total runs:
218
Run Growth:
-21
Growth Rate:
-9.38%
Total runs:
215
Run Growth:
21
Growth Rate:
9.05%
Total runs:
213
Run Growth:
76
Growth Rate:
36.54%
Total runs:
211
Run Growth:
18
Growth Rate:
8.61%
Total runs:
211
Run Growth:
-65
Growth Rate:
-30.52%
Total runs:
209
Run Growth:
24
Growth Rate:
11.76%
Total runs:
209
Run Growth:
-231
Growth Rate:
-173.68%
Total runs:
206
Run Growth:
41
Growth Rate:
20.10%
Total runs:
206
Run Growth:
61
Growth Rate:
29.61%
Total runs:
204
Run Growth:
1.1K
Growth Rate:
100.00%
Total runs:
197
Run Growth:
275
Growth Rate:
100.00%
Total runs:
188
Run Growth:
-59
Growth Rate:
-32.07%
Total runs:
183
Run Growth:
12
Growth Rate:
6.49%
Total runs:
182
Run Growth:
-178
Growth Rate:
-96.74%
Total runs:
181
Run Growth:
-30
Growth Rate:
-15.71%
Total runs:
177
Run Growth:
-19
Growth Rate:
-20.88%
Total runs:
176
Run Growth:
-676
Growth Rate:
-171.14%
Total runs:
173
Run Growth:
-399
Growth Rate:
-243.29%
Total runs:
173
Run Growth:
-132
Growth Rate:
-77.65%
Total runs:
168
Run Growth:
-16
Growth Rate:
-9.88%
Total runs:
167
Run Growth:
0
Growth Rate:
0.00%
Total runs:
166
Run Growth:
35
Growth Rate:
21.47%
Total runs:
165
Run Growth:
-133
Growth Rate:
-81.60%
Total runs:
163
Run Growth:
89
Growth Rate:
56.33%
Total runs:
160
Run Growth:
13
Growth Rate:
8.28%