muzzy/GLM-5.2-GGUF overview
UPDATE 08/01/2026 Everything is fixed, perplexities are calculated, I will be running swebench on all these weights soon including the incorrectly made ones . …
Runs locally from ~615.3 MB disk (4 GB VRAM class GPUs with llama.cpp / guIDE).
Repository Files & Downloads
| File | Type | Quantization | Size | Link |
|---|---|---|---|---|
| GLM5.2-imatrix-muzzy.gguf | GGUF | GGUF | 615.3 MB | Download |
| GLM5.2-imatrix-ubergarm.gguf | GGUF | GGUF | 615.8 MB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00001-of-00033.gguf | GGUF | IQ1_KT | 6.08 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00002-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00003-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00004-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00005-of-00033.gguf | GGUF | IQ1_KT | 5.22 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00006-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00007-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00008-of-00033.gguf | GGUF | IQ1_KT | 4.95 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00009-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00010-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00011-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00012-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00013-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00014-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00015-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00016-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00017-of-00033.gguf | GGUF | IQ1_KT | 4.95 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00018-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00019-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00020-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00021-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00022-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00023-of-00033.gguf | GGUF | IQ1_KT | 4.95 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00024-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00025-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00026-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00027-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00028-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00029-of-00033.gguf | GGUF | IQ1_KT | 4.95 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00030-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00031-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00032-of-00033.gguf | GGUF | IQ1_KT | 8.96 GB | Download |
| IQ1_KT/GLM-5.2-smol-IQ1_KT-00033-of-00033.gguf | GGUF | IQ1_KT | 3.62 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00001-of-00033.gguf | GGUF | IQ2_KL | 8.56 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00002-of-00033.gguf | GGUF | IQ2_KL | 7.95 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00003-of-00033.gguf | GGUF | IQ2_KL | 7.77 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00004-of-00033.gguf | GGUF | IQ2_KL | 7.93 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00005-of-00033.gguf | GGUF | IQ2_KL | 8.23 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00006-of-00033.gguf | GGUF | IQ2_KL | 7.77 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00007-of-00033.gguf | GGUF | IQ2_KL | 7.92 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00008-of-00033.gguf | GGUF | IQ2_KL | 7.96 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00009-of-00033.gguf | GGUF | IQ2_KL | 7.76 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00010-of-00033.gguf | GGUF | IQ2_KL | 7.93 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00011-of-00033.gguf | GGUF | IQ2_KL | 7.95 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00012-of-00033.gguf | GGUF | IQ2_KL | 7.77 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00013-of-00033.gguf | GGUF | IQ2_KL | 7.93 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00014-of-00033.gguf | GGUF | IQ2_KL | 7.95 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00015-of-00033.gguf | GGUF | IQ2_KL | 7.76 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00016-of-00033.gguf | GGUF | IQ2_KL | 7.93 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00017-of-00033.gguf | GGUF | IQ2_KL | 7.96 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00018-of-00033.gguf | GGUF | IQ2_KL | 7.76 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00019-of-00033.gguf | GGUF | IQ2_KL | 7.93 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00020-of-00033.gguf | GGUF | IQ2_KL | 7.95 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00021-of-00033.gguf | GGUF | IQ2_KL | 7.77 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00022-of-00033.gguf | GGUF | IQ2_KL | 7.92 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00023-of-00033.gguf | GGUF | IQ2_KL | 7.96 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00024-of-00033.gguf | GGUF | IQ2_KL | 7.77 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00025-of-00033.gguf | GGUF | IQ2_KL | 7.93 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00026-of-00033.gguf | GGUF | IQ2_KL | 7.95 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00027-of-00033.gguf | GGUF | IQ2_KL | 7.77 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00028-of-00033.gguf | GGUF | IQ2_KL | 7.92 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00029-of-00033.gguf | GGUF | IQ2_KL | 7.96 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00030-of-00033.gguf | GGUF | IQ2_KL | 7.76 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00031-of-00033.gguf | GGUF | IQ2_KL | 7.93 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00032-of-00033.gguf | GGUF | IQ2_KL | 10.73 GB | Download |
| IQ2_KL/GLM-5.2-IQ2_KL-00033-of-00033.gguf | GGUF | IQ2_KL | 5.55 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00001-of-00033.gguf | GGUF | IQ3_KS | 10.11 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00002-of-00033.gguf | GGUF | IQ3_KS | 9.90 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00003-of-00033.gguf | GGUF | IQ3_KS | 9.51 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00004-of-00033.gguf | GGUF | IQ3_KS | 9.67 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00005-of-00033.gguf | GGUF | IQ3_KS | 10.18 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00006-of-00033.gguf | GGUF | IQ3_KS | 9.51 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00007-of-00033.gguf | GGUF | IQ3_KS | 9.66 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00008-of-00033.gguf | GGUF | IQ3_KS | 9.91 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00009-of-00033.gguf | GGUF | IQ3_KS | 9.50 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00010-of-00033.gguf | GGUF | IQ3_KS | 9.67 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00011-of-00033.gguf | GGUF | IQ3_KS | 9.90 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00012-of-00033.gguf | GGUF | IQ3_KS | 9.51 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00013-of-00033.gguf | GGUF | IQ3_KS | 9.67 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00014-of-00033.gguf | GGUF | IQ3_KS | 9.90 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00015-of-00033.gguf | GGUF | IQ3_KS | 9.50 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00016-of-00033.gguf | GGUF | IQ3_KS | 9.67 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00017-of-00033.gguf | GGUF | IQ3_KS | 9.91 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00018-of-00033.gguf | GGUF | IQ3_KS | 9.50 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00019-of-00033.gguf | GGUF | IQ3_KS | 9.67 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00020-of-00033.gguf | GGUF | IQ3_KS | 9.90 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00021-of-00033.gguf | GGUF | IQ3_KS | 9.51 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00022-of-00033.gguf | GGUF | IQ3_KS | 9.66 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00023-of-00033.gguf | GGUF | IQ3_KS | 9.91 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00024-of-00033.gguf | GGUF | IQ3_KS | 9.51 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00025-of-00033.gguf | GGUF | IQ3_KS | 9.67 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00026-of-00033.gguf | GGUF | IQ3_KS | 9.90 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00027-of-00033.gguf | GGUF | IQ3_KS | 9.51 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00028-of-00033.gguf | GGUF | IQ3_KS | 9.66 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00029-of-00033.gguf | GGUF | IQ3_KS | 9.91 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00030-of-00033.gguf | GGUF | IQ3_KS | 9.50 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00031-of-00033.gguf | GGUF | IQ3_KS | 9.67 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00032-of-00033.gguf | GGUF | IQ3_KS | 11.91 GB | Download |
| IQ3_KS/GLM-5.2-IQ3_KS-00033-of-00033.gguf | GGUF | IQ3_KS | 6.71 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00001-of-00033.gguf | GGUF | IQ1_KT | 6.08 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00002-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00003-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00004-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00005-of-00033.gguf | GGUF | IQ1_KT | 5.22 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00006-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00007-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00008-of-00033.gguf | GGUF | IQ1_KT | 4.95 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00009-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00010-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00011-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00012-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00013-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00014-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00015-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00016-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00017-of-00033.gguf | GGUF | IQ1_KT | 4.95 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00018-of-00033.gguf | GGUF | IQ1_KT | 4.94 GB | Download |
| old-wiki-text-raw/IQ1_KT/GLM-5.2-smol-IQ1_KT-00019-of-00033.gguf | GGUF | IQ1_KT | 5.10 GB | Download |
Model Details
| Model ID | muzzy/GLM-5.2-GGUF |
|---|---|
| Author | muzzy |
| Pipeline | text-generation |
| License | mit |
| Base model | zai-org/GLM-5.2 |
| Last modified | 2026-08-01T22:18:25.000Z |
Model README
---
quantized_by: muzzy
pipeline_tag: text-generation
base_model: zai-org/GLM-5.2
base_model_relation: quantized
license: mit
tags:
- imatrix
- conversational
- glm_moe_dsa
- ik_llama.cpp
language:
- en
---
UPDATE 08/01/2026
Everything is fixed, perplexities are calculated, I will be running swebench on all these weights soon (including the incorrectly made ones).
UPDATE 07/28/2026
I got the imatrix computed against ubergarm-imatrix-calibration-corpus-v02.txt, I bit the bullet and got a spot gcp host with 192 turin cores and 1.5 TB of ram for 5 hours (of which only 2 of those hours were actually for calculating the imatrix, the rest were downloading the gull weight gguf from huggingface and loading it. Cloud computing is a scam).
I am uploading the new quants in the root of the repo. The old quants have been moved to old-wiki-text-raw and may be deleted soon if I run out of huggingface space. The ubergarm corpus imatrix has been uploaded also. I'd love to run both quants against a mini benchmark to see just how well ubergarm's corpus does.
UPDATE 07/26/2026
These quants were made against wiki text raw rather than ubergarm's dataset. I am in the process of requanting with GGML_CUDA_NO_PINNED=1 ./build/bin/llama-imatrix -m /rulers/GLM5.2-GGUF/orig/GLM5.2-chris-00001-of-00033.gguf -f /rulers/ubergarm-imatrix-calibration-corpus-v02.txt -o /rulers/GLM5.2-imatrix-ubergarm.gguf --fit --dsa
This will take me days.
'ik_llama.cpp' imatrix quants of zai-org/GLM-5.2
These quants were made with the same scripts that Ubergarm used for his GLM5.1 quants. Many thanks to him!
| Quant |Ubergarm Corpus perplexity against wiki.text raw | wiki.text raw perplexity against itself (original incorrect quants) |
|--------|-|---------------------------------------------------------------------------|
| IQ1 | 4.6923 +/- 0.02774 | 4.4567 +/- 0.02620 |
| IQ2 KS | 3.8768 +/- 0.02205 | 3.7897 +/- 0.02148 |
| IQ2 KL | 3.1302 +/- 0.01712 | 3.1085 +/- 0.01690 |
| IQ3 | 2.8577 +/- 0.01533 | 2.8533 +/- 0.01529 |
| IQ4 | 2.7413 +/- 0.01450 | 2.7357 +/- 0.01445 |
Run muzzy/GLM-5.2-GGUF with guIDE
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Source: Hugging Face · Compare models