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muzzy/GLM-5.2-GGUF overview

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 ./b…

ggufimatrixconversationalglm_moe_dsaik_llama.cpptext-generationenbase_model:zai-org/GLM-5.2base_model:quantized:zai-org/GLM-5.2license:mitendpoints_compatibleregion:us

Runs locally from ~615.3 MB disk (4 GB VRAM class GPUs with llama.cpp / guIDE).

Downloads
3,851
Likes
8
Pipeline
text-generation
Author
muzzy

Repository Files & Downloads

120 GGUF files detected
Direct downloads for local inference
FileTypeQuantizationSizeLink
GLM5.2-imatrix-muzzy.ggufGGUFGGUF615.3 MBDownload
GLM5.2-imatrix-ubergarm.ggufGGUFGGUF615.8 MBDownload
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IQ1_KT/GLM-5.2-smol-IQ1_KT-00002-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00003-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00004-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00005-of-00033.ggufGGUFIQ1_KT5.22 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00006-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00007-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00008-of-00033.ggufGGUFIQ1_KT4.95 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00009-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00010-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00011-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00012-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00013-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00014-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00015-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00016-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00017-of-00033.ggufGGUFIQ1_KT4.95 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00018-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00019-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00020-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00021-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00022-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00023-of-00033.ggufGGUFIQ1_KT4.95 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00024-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00025-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00026-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00027-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00028-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00029-of-00033.ggufGGUFIQ1_KT4.95 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00030-of-00033.ggufGGUFIQ1_KT4.94 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00031-of-00033.ggufGGUFIQ1_KT5.10 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00032-of-00033.ggufGGUFIQ1_KT8.96 GBDownload
IQ1_KT/GLM-5.2-smol-IQ1_KT-00033-of-00033.ggufGGUFIQ1_KT3.62 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00001-of-00033.ggufGGUFIQ2_KL8.56 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00002-of-00033.ggufGGUFIQ2_KL7.95 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00003-of-00033.ggufGGUFIQ2_KL7.77 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00004-of-00033.ggufGGUFIQ2_KL7.93 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00005-of-00033.ggufGGUFIQ2_KL8.23 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00006-of-00033.ggufGGUFIQ2_KL7.77 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00007-of-00033.ggufGGUFIQ2_KL7.92 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00008-of-00033.ggufGGUFIQ2_KL7.96 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00009-of-00033.ggufGGUFIQ2_KL7.76 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00010-of-00033.ggufGGUFIQ2_KL7.93 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00011-of-00033.ggufGGUFIQ2_KL7.95 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00012-of-00033.ggufGGUFIQ2_KL7.77 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00013-of-00033.ggufGGUFIQ2_KL7.93 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00014-of-00033.ggufGGUFIQ2_KL7.95 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00015-of-00033.ggufGGUFIQ2_KL7.76 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00016-of-00033.ggufGGUFIQ2_KL7.93 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00017-of-00033.ggufGGUFIQ2_KL7.96 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00018-of-00033.ggufGGUFIQ2_KL7.76 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00019-of-00033.ggufGGUFIQ2_KL7.93 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00020-of-00033.ggufGGUFIQ2_KL7.95 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00021-of-00033.ggufGGUFIQ2_KL7.77 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00022-of-00033.ggufGGUFIQ2_KL7.92 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00023-of-00033.ggufGGUFIQ2_KL7.96 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00024-of-00033.ggufGGUFIQ2_KL7.77 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00025-of-00033.ggufGGUFIQ2_KL7.93 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00026-of-00033.ggufGGUFIQ2_KL7.95 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00027-of-00033.ggufGGUFIQ2_KL7.77 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00028-of-00033.ggufGGUFIQ2_KL7.92 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00029-of-00033.ggufGGUFIQ2_KL7.96 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00030-of-00033.ggufGGUFIQ2_KL7.76 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00031-of-00033.ggufGGUFIQ2_KL7.93 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00032-of-00033.ggufGGUFIQ2_KL10.73 GBDownload
IQ2_KL/GLM-5.2-IQ2_KL-00033-of-00033.ggufGGUFIQ2_KL5.55 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00001-of-00033.ggufGGUFIQ2_KS7.06 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00002-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00003-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00004-of-00033.ggufGGUFIQ2_KS6.24 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00005-of-00033.ggufGGUFIQ2_KS6.35 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00006-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00007-of-00033.ggufGGUFIQ2_KS6.23 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00008-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00009-of-00033.ggufGGUFIQ2_KS6.07 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00010-of-00033.ggufGGUFIQ2_KS6.24 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00011-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00012-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00013-of-00033.ggufGGUFIQ2_KS6.24 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00014-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00015-of-00033.ggufGGUFIQ2_KS6.07 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00016-of-00033.ggufGGUFIQ2_KS6.24 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00017-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00018-of-00033.ggufGGUFIQ2_KS6.07 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00019-of-00033.ggufGGUFIQ2_KS6.24 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00020-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00021-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00022-of-00033.ggufGGUFIQ2_KS6.23 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00023-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00024-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00025-of-00033.ggufGGUFIQ2_KS6.24 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00026-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00027-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00028-of-00033.ggufGGUFIQ2_KS6.23 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00029-of-00033.ggufGGUFIQ2_KS6.08 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00030-of-00033.ggufGGUFIQ2_KS6.07 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00031-of-00033.ggufGGUFIQ2_KS6.24 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00032-of-00033.ggufGGUFIQ2_KS9.61 GBDownload
IQ2_KS/GLM-5.2-smol-IQ2_KS-00033-of-00033.ggufGGUFIQ2_KS4.43 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00001-of-00033.ggufGGUFIQ3_KS10.11 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00002-of-00033.ggufGGUFIQ3_KS9.90 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00003-of-00033.ggufGGUFIQ3_KS9.51 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00004-of-00033.ggufGGUFIQ3_KS9.67 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00005-of-00033.ggufGGUFIQ3_KS10.18 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00006-of-00033.ggufGGUFIQ3_KS9.51 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00007-of-00033.ggufGGUFIQ3_KS9.66 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00008-of-00033.ggufGGUFIQ3_KS9.91 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00009-of-00033.ggufGGUFIQ3_KS9.50 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00010-of-00033.ggufGGUFIQ3_KS9.67 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00011-of-00033.ggufGGUFIQ3_KS9.90 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00012-of-00033.ggufGGUFIQ3_KS9.51 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00013-of-00033.ggufGGUFIQ3_KS9.67 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00014-of-00033.ggufGGUFIQ3_KS9.90 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00015-of-00033.ggufGGUFIQ3_KS9.50 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00016-of-00033.ggufGGUFIQ3_KS9.67 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00017-of-00033.ggufGGUFIQ3_KS9.91 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00018-of-00033.ggufGGUFIQ3_KS9.50 GBDownload
IQ3_KS/GLM-5.2-IQ3_KS-00019-of-00033.ggufGGUFIQ3_KS9.67 GBDownload

Model Details

Model IDmuzzy/GLM-5.2-GGUF
Authormuzzy
Pipelinetext-generation
Licensemit
Base modelzai-org/GLM-5.2
Last modified2026-07-27T21:44:20.000Z

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 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 | Perplexity against wiki.text.raw |

|--------|----------------------------------------------------------------------------|

| IQ1 | Final estimate: PPL over 565 chunks for n_ctx=512 = 4.4567 +/- 0.02620 |

| IQ2 KS | Final estimate: PPL over 565 chunks for n_ctx=512 = 3.7897 +/- 0.02148 |

| IQ2 KL | Final estimate: PPL over 565 chunks for n_ctx=512 = 3.1085 +/- 0.01690 |

| IQ3 | Final estimate: PPL over 565 chunks for n_ctx=512 = 2.8533 +/- 0.01529 |

| IQ4 | Final estimate: PPL over 565 chunks for n_ctx=512 = 2.7357 +/- 0.01445 |

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