Total runs:
16.8K
Run Growth:
16.8K
Growth Rate:
100.00%
Sponsored by
APIMart
AesSedai / GLM-5.1-GGUF
Model's Last Updated: May 03 2026
Introduction of GLM-5.1-GGUF
Model Details of GLM-5.1-GGUF
Notes
- 05/02/26: IQ3_S quant coming a bit later, quantization crashed so need to redo it.
Model
This repo contains specialized MoE-quants for zai-org/GLM-5.1. The idea being that given the huge size of the FFN tensors compared to the rest of the tensors in the model, it should be possible to achieve a better quality while keeping the overall size of the entire model smaller compared to a similar naive quantization. To that end, the quantization type default is kept in high quality and the FFN UP + FFN GATE tensors are quanted down along with the FFN DOWN tensors.
| Quant | Size | Mixture | PPL | 1-(Mean PPL(Q)/PPL(base)) | KLD |
|---|---|---|---|---|---|
| Q5_K_M | 520.08 GiB (5.93 BPW) | Q8_0 / Q5_K / Q5_K / Q6_K | 2.732420 ± 0.015015 | +0.3411% | 0.020247 ± 0.000173 |
| Q4_K_M | 432.80 GiB (4.93 BPW) | Q8_0 / Q4_K / Q4_K / Q5_K | 2.754593 ± 0.015142 | +1.1553% | 0.037406 ± 0.000308 |
| IQ4_XS | 336.61 GiB (3.84 BPW) | Q8_0 / IQ3_S / IQ3_S / IQ4_XS | 2.892748 ± 0.015981 | +6.2287% | 0.099818 ± 0.000754 |
Runs of AesSedai GLM-5.1-GGUF on huggingface.co
8
Total runs
0
24-hour runs
-6
3-day runs
-9
7-day runs
-28
30-day runs
More Information About GLM-5.1-GGUF huggingface.co Model
Url of GLM-5.1-GGUF
GLM-5.1-GGUF huggingface.co Url
Provider of GLM-5.1-GGUF huggingface.co
Other API from AesSedai
Updated:October 09 2025
Total runs:
8.0K
Run Growth:
150
Growth Rate:
1.79%
Total runs:
3.6K
Run Growth:
2.6K
Growth Rate:
98.73%
Total runs:
2.8K
Run Growth:
950
Growth Rate:
33.99%
Total runs:
2.2K
Run Growth:
1.6K
Growth Rate:
72.13%
Total runs:
2.2K
Run Growth:
-90
Growth Rate:
-4.19%
Total runs:
1.9K
Run Growth:
1.8K
Growth Rate:
100.00%
Total runs:
1.3K
Run Growth:
1.3K
Growth Rate:
100.00%
Total runs:
870
Run Growth:
-90
Growth Rate:
-10.20%
Total runs:
832
Run Growth:
-1.4K
Growth Rate:
-259.96%
Total runs:
724
Run Growth:
-350
Growth Rate:
-49.16%
Total runs:
624
Run Growth:
-1.1K
Growth Rate:
-175.96%
Total runs:
543
Run Growth:
136
Growth Rate:
25.09%
Total runs:
530
Run Growth:
31
Growth Rate:
5.69%
Total runs:
366
Run Growth:
-163
Growth Rate:
-44.54%
Total runs:
345
Run Growth:
185
Growth Rate:
54.41%
Total runs:
304
Run Growth:
146
Growth Rate:
48.03%
Total runs:
294
Run Growth:
170
Growth Rate:
58.02%
Total runs:
289
Run Growth:
9
Growth Rate:
3.17%
Total runs:
249
Run Growth:
81
Growth Rate:
33.89%
Total runs:
217
Run Growth:
154
Growth Rate:
71.30%
Total runs:
174
Run Growth:
-334
Growth Rate:
-191.95%
Total runs:
89
Run Growth:
-238
Growth Rate:
-267.42%
Total runs:
50
Run Growth:
-165
Growth Rate:
-330.00%
Total runs:
11
Run Growth:
10
Growth Rate:
90.91%
Total runs:
11
Run Growth:
-67
Growth Rate:
-609.09%
Total runs:
8
Run Growth:
6
Growth Rate:
75.00%
Total runs:
8
Run Growth:
-164
Growth Rate:
-2050.00%
Total runs:
7
Run Growth:
5
Growth Rate:
71.43%
Total runs:
3
Run Growth:
-10
Growth Rate:
-333.33%
Total runs:
3
Run Growth:
-3
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-5
Growth Rate:
-250.00%
Total runs:
2
Run Growth:
2
Growth Rate:
100.00%
Total runs:
1
Run Growth:
-5
Growth Rate:
-500.00%
Total runs:
1
Run Growth:
-5
Growth Rate:
-500.00%
Total runs:
1
Run Growth:
-4
Growth Rate:
-400.00%
Total runs:
1
Run Growth:
1
Growth Rate:
100.00%
Total runs:
1
Run Growth:
-4
Growth Rate:
-400.00%
Total runs:
1
Run Growth:
-5
Growth Rate:
-500.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%