model family
GLM-5.3 logo

GLM-5.3

Published by zai-org. No machine on this network has measured this family yet. The members below are what the catalog knows exists; nothing about what they can do is claimed here until somebody runs one.

what it takes, what it returns
image + text → texttext → text

Declared by the network’s catalog, not measured — a signature says what this family would be asked. Whether it answered is the signed capability flags on each member.

0 of 58 builds measured · 58 still open
GLM-5.3 BASE10 known builds · not measured
GLM-5.3-FP81 known build · not measured
GLM-5.3 FLASH11 known builds · not measured
GLM-5.3-Flash-CYBERSECURITY-W4A162 known builds · not measured
GLM-5.3-Flash-DERISKED-BF161 known build · not measured
GLM-5.3-Flash-Maya-GGUF1 known build · not measured
GLM-5.3-Flash-UNCENSORED-FP85 known builds · not measured
GLM-5.3-Flash-Uncensored-FP83 known builds · not measured
GLM-5.3-Flash-Quark-MXFP41 known build · not measured
glm-5.3-flash-gguf1 known build · not measured
GLM-5.3-Flash-Uncensored-RCO-GSQ-GGUF2 known builds · not measured
Huihui-GLM-5.3-Flash-abliterated-GGUF4 known builds · not measured
GLM-5.3-Flash-DFlash21 known build · not measured
GLM-5.3-Flash-oQ4e-mtp1 known build · not measured
GLM-5.3-Flash-Coder-RCO-152E-GGUF4 known builds · not measured
GLM-5.3-Flash-REAP50-GGUF4 known builds · not measured
GLM-5.3-Flash-Maya-GGUF2 known builds · not measured
GLM-5.3-Flash-MLX-mixed-4_8bit1 known build · not measured
GLM-5.3-Flash-MLX-4bit-MTP2 known builds · not measured
GLM-5.3-Flash-MLX-oQ4-MTP1 known build · not measured

Builds this network knows of

Declared, not measured — this is what the catalog says exists and what it would cost a machine to hold. Nothing here is signed, and none of it claims the build works.

how much memory does your machine have

1 of 58 builds fit a 16 GB machine — budgeting 70% of it, or 11.2 GiB, because the cache and the runtime want the rest.

  • incoai/GLM-5.3-Flash-DFlash2BF16vllmderived by incoai
    2.2 GiB
  • hf.co/lapadatbogdan/GLM-5.3-Flash-Coder-RCO-152E-GGUF:IQ2_XXSIQ2_XXSollamaderived by lapadatbogdan
    44.2 GiB
  • hf.co/patrickbdevaney/GLM-5.3-Flash-REAP50-GGUF:IQ3_MIQ3_Mollamaderived by patrickbdevaney
    67.2 GiB
  • peasantsmith/GLM-5.3-Flash-Maya-GGUF:IQ1_SIQ1_Sllamacppderived by peasantsmith
    68.4 GiB
  • lapadatbogdan/GLM-5.3-Flash-Coder-RCO-152E-GGUF:Q3_K_MQ3_K_Mllamacppderived by lapadatbogdan
    69.9 GiB
  • hf.co/patrickbdevaney/GLM-5.3-Flash-REAP50-GGUF:IQ4_XSIQ4_XSollamaderived by patrickbdevaney
    82.0 GiB
  • unsloth/GLM-5.3-Flash-GGUF:IQ1_SIQ1_Sllamacppquantized by unsloth
    86.7 GiB
  • huihui-ai/Huihui-GLM-5.3-Flash-abliterated-GGUF:IQ1_SIQ1_Sllamacppderived by huihui-ai
    86.7 GiB
  • hf.co/patrickbdevaney/GLM-5.3-Flash-REAP50-GGUF:Q4_K_SQ4_K_Sollamaderived by patrickbdevaney
    87.1 GiB
  • peasantsmith/GLM-5.3-Flash-Maya-GGUF:IQ2_XXS_SIQ2_XXS_Sllamacppderived by peasantsmith
    88.2 GiB
  • hf.co/antirez/glm-5.3-flash-gguf:Q2Q2ollamaderived by antirez
    89.9 GiB
  • BoldingBuilds/orcarouter_GLM-5.3-Flash-Uncensored-GGUF:IQ2_XXSIQ2_XXSllamacppderived by BoldingBuilds
    90.4 GiB
  • hf.co/patrickbdevaney/GLM-5.3-Flash-REAP50-GGUF:Q4_K_MQ4_K_Mollamaderived by patrickbdevaney
    92.5 GiB
  • unsloth/GLM-5.3-Flash-GGUF:IQ2_XXSIQ2_XXSllamacppquantized by unsloth
    94.8 GiB
  • huihui-ai/Huihui-GLM-5.3-Flash-abliterated-GGUF:IQ2_XXSIQ2_XXSllamacppderived by huihui-ai
    94.8 GiB
  • lapadatbogdan/GLM-5.3-Flash-Coder-RCO-152E-GGUF:Q4_K_MQ4_K_Mllamacppderived by lapadatbogdan
    95.6 GiB
  • BoldingBuilds/orcarouter_GLM-5.3-Flash-Uncensored-GGUF:IQ2_SIQ2_Sllamacppderived by BoldingBuilds
    100.1 GiB
  • AliceThirty/GLM-5.3-Flash-UNCENSORED-GGUF:Q2_K_XLQ2_K_XLllamacppderived by AliceThirty
    101.2 GiB
  • TensorFold/GLM-5.3-Flash-MLX-2bit-MTP2BITmlxderived by TensorFold
    103.7 GiB
  • hf.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF:IQ2_MIQ2_Mollamaderived by SyndicateLabs
    107.6 GiB
  • peasantsmith/GLM-5.3-Flash-Maya-M-Derisked-IQ2_S-GGUF:IQ2_SIQ2_Sllamacppderived by peasantsmith
    108.0 GiB
  • hf.co/vcruz305/GLM-5.3-Flash-GGUF:Q2_KQ2_Kollamaquantized by vcruz305
    108.7 GiB
  • unsloth/GLM-5.3-Flash-GGUF:IQ3_XXSIQ3_XXSllamacppquantized by unsloth
    112.1 GiB
  • huihui-ai/Huihui-GLM-5.3-Flash-abliterated-GGUF:IQ3_XXSIQ3_XXSllamacppderived by huihui-ai
    112.1 GiB
  • AliceThirty/GLM-5.3-Flash-UNCENSORED-GGUF:IQ3_XXSIQ3_XXSllamacppderived by AliceThirty
    112.3 GiB
  • BoldingBuilds/orcarouter_GLM-5.3-Flash-Uncensored-GGUF:IQ3_XXSIQ3_XXSllamacppderived by BoldingBuilds
    125.1 GiB
  • hf.co/GCSA-AiLab/GLM-5.3-Flash-Uncensored-RCO-GSQ-GGUF:Q4Q4ollamaderived by GCSA-AiLab
    127.7 GiB
  • hf.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF:IQ3_MIQ3_Mollamaderived by SyndicateLabs
    140.9 GiB
  • lapadatbogdan/GLM-5.3-Flash-Coder-RCO-152E-GGUF:Q8_0Q8_0llamacppderived by lapadatbogdan
    168.0 GiB
  • TensorFold/GLM-5.3-Flash-MLX-4bit-MTP4BITmlxderived by TensorFold
    169.2 GiB
  • pipenetwork/GLM-5.3-Flash-MLX-mixed-4_8bit4BITmlxderived by pipenetwork
    169.4 GiB
  • amd/GLM-5.3-Flash-Quark-MXFP4QUARKvllmderived by amd
    172.4 GiB
  • Solstice-AI/GLM-5.3-Flash-UNCENSORED-mlx-oQ4e-DFlash24BITmlxderived by Solstice-AI
    172.9 GiB
  • TensorFold/GLM-5.3-Flash-MLX-oQ4-MTP4BITmlxderived by TensorFold
    173.0 GiB
  • grant-ai/GLM-5.3-Flash-Abliterated-MLX-4bit4BITmlxderived by grant-ai
    173.2 GiB
  • Jundot/GLM-5.3-Flash-oQ4e-mtp4BITmlxderived by Jundot
    173.6 GiB
  • hf.co/vcruz305/GLM-5.3-Flash-GGUF:Q4_K_MQ4_K_Mollamaquantized by vcruz305
    179.6 GiB
  • unsloth/GLM-5.3-Flash-GGUF:Q4_K_XLQ4_K_XLllamacppquantized by unsloth
    186.0 GiB
  • huihui-ai/Huihui-GLM-5.3-Flash-abliterated-GGUF:Q4_K_XLQ4_K_XLllamacppderived by huihui-ai
    186.0 GiB
  • AliceThirty/GLM-5.3-Flash-UNCENSORED-GGUF:Q4_K_XLQ4_K_XLllamacppderived by AliceThirty
    186.2 GiB
  • nvidia/GLM-5.3-Flash-NVFP4NVFP4vllmquantized by nvidia
    190.4 GiB
  • unsloth/GLM-5.3-GGUF:IQ1_SIQ1_Sllamacppquantized by unsloth
    201.8 GiB
  • unsloth/GLM-5.3-GGUF:IQ3_XXSIQ3_XXSllamacppquantized by unsloth
    262.3 GiB
  • zai-org/GLM-5.3-FlashFP8vllmpublished by zai-org
    305.8 GiB
  • hf.co/GCSA-AiLab/GLM-5.3-Flash-Uncensored-RCO-GSQ-GGUF:Q8_0Q8_0ollamaderived by GCSA-AiLab
    310.3 GiB
  • unsloth/GLM-5.3-Flash-GGUF:Q8_0Q8_0llamacppquantized by unsloth
    317.6 GiB
  • Solstice-AI/GLM-5.3-Flash-UNCENSORED-mlx-oQ8e-DFlash2FP8mlxderived by Solstice-AI
    318.5 GiB
  • unsloth/GLM-5.3-GGUF:IQ4_XSIQ4_XSllamacppquantized by unsloth
    340.2 GiB
  • nvidia/GLM-5.3-NVFP4NVFP4vllmquantized by nvidia
    432.3 GiB
  • unsloth/GLM-5.3-GGUF:Q4_K_XLQ4_K_XLllamacppquantized by unsloth
    435.2 GiB
  • unsloth/GLM-5.3-Flash-GGUF:BF16BF16llamacppquantized by unsloth
    597.6 GiB
  • zai-org/GLM-5.3FP8vllmpublished by zai-org
    703.7 GiB
  • dealignai/GLM-5.3-CYBERSECURITY-FP8FP8vllmderived by dealignai
    703.7 GiB
  • unsloth/GLM-5.3-GGUF:Q8_0Q8_0llamacppquantized by unsloth
    746.3 GiB
  • orcarouter/GLM-5.3-Flash-MLX4BITmlxquantized by orcarouter
    1057.3 GiB
  • zai-org/GLM-5.3-BF16BF16vllmpublished by zai-org
    1403.2 GiB
  • unsloth/GLM-5.3-GGUF:BF16BF16llamacppquantized by unsloth
    1404.4 GiB
  • orcarouter/GLM-5.3-MLX4BITmlxquantized by orcarouter
    2122.4 GiB

Sizes are what the catalog declares, not what a machine measured — fitting on disk is necessary and not sufficient. Nobody here has run these on your machine, and this narrows the candidates rather than certifying one.

the same builds, by member
GLM-5.3 BASE
unsloth/GLM-5.3-GGUF:IQ1_SIQ1_Sllamacpp201.8 GiB on diskquantized by unsloth
unsloth/GLM-5.3-GGUF:IQ3_XXSIQ3_XXSllamacpp262.3 GiB on diskquantized by unsloth
unsloth/GLM-5.3-GGUF:IQ4_XSIQ4_XSllamacpp340.2 GiB on diskquantized by unsloth
nvidia/GLM-5.3-NVFP4NVFP4vllm432.3 GiB on diskquantized by nvidia
unsloth/GLM-5.3-GGUF:Q4_K_XLQ4_K_XLllamacpp435.2 GiB on diskquantized by unsloth
zai-org/GLM-5.3FP8vllm703.7 GiB on diskpublished by zai-org
unsloth/GLM-5.3-GGUF:Q8_0Q8_0llamacpp746.3 GiB on diskquantized by unsloth
zai-org/GLM-5.3-BF16BF16vllm1403.2 GiB on diskpublished by zai-org
unsloth/GLM-5.3-GGUF:BF16BF16llamacpp1404.4 GiB on diskquantized by unsloth
orcarouter/GLM-5.3-MLX4BITmlx2122.4 GiB on diskquantized by orcarouter
GLM-5.3-FP8
dealignai/GLM-5.3-CYBERSECURITY-FP8FP8vllm703.7 GiB on diskderived by dealignai
GLM-5.3 FLASH
unsloth/GLM-5.3-Flash-GGUF:IQ1_SIQ1_Sllamacpp86.7 GiB on diskquantized by unsloth
unsloth/GLM-5.3-Flash-GGUF:IQ2_XXSIQ2_XXSllamacpp94.8 GiB on diskquantized by unsloth
hf.co/vcruz305/GLM-5.3-Flash-GGUF:Q2_KQ2_Kollama108.7 GiB on diskquantized by vcruz305
unsloth/GLM-5.3-Flash-GGUF:IQ3_XXSIQ3_XXSllamacpp112.1 GiB on diskquantized by unsloth
hf.co/vcruz305/GLM-5.3-Flash-GGUF:Q4_K_MQ4_K_Mollama179.6 GiB on diskquantized by vcruz305
unsloth/GLM-5.3-Flash-GGUF:Q4_K_XLQ4_K_XLllamacpp186.0 GiB on diskquantized by unsloth
nvidia/GLM-5.3-Flash-NVFP4NVFP4vllm190.4 GiB on diskquantized by nvidia
zai-org/GLM-5.3-FlashFP8vllm305.8 GiB on diskpublished by zai-org
unsloth/GLM-5.3-Flash-GGUF:Q8_0Q8_0llamacpp317.6 GiB on diskquantized by unsloth
unsloth/GLM-5.3-Flash-GGUF:BF16BF16llamacpp597.6 GiB on diskquantized by unsloth
orcarouter/GLM-5.3-Flash-MLX4BITmlx1057.3 GiB on diskquantized by orcarouter
GLM-5.3-Flash-CYBERSECURITY-W4A16
hf.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF:IQ2_MIQ2_Mollama107.6 GiB on diskderived by SyndicateLabs
hf.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF:IQ3_MIQ3_Mollama140.9 GiB on diskderived by SyndicateLabs
GLM-5.3-Flash-DERISKED-BF16
grant-ai/GLM-5.3-Flash-Abliterated-MLX-4bit4BITmlx173.2 GiB on diskderived by grant-ai
GLM-5.3-Flash-Maya-GGUF
peasantsmith/GLM-5.3-Flash-Maya-M-Derisked-IQ2_S-GGUF:IQ2_SIQ2_Sllamacpp108.0 GiB on diskderived by peasantsmith
GLM-5.3-Flash-UNCENSORED-FP8
AliceThirty/GLM-5.3-Flash-UNCENSORED-GGUF:Q2_K_XLQ2_K_XLllamacpp101.2 GiB on diskderived by AliceThirty
AliceThirty/GLM-5.3-Flash-UNCENSORED-GGUF:IQ3_XXSIQ3_XXSllamacpp112.3 GiB on diskderived by AliceThirty
Solstice-AI/GLM-5.3-Flash-UNCENSORED-mlx-oQ4e-DFlash24BITmlx172.9 GiB on diskderived by Solstice-AI
AliceThirty/GLM-5.3-Flash-UNCENSORED-GGUF:Q4_K_XLQ4_K_XLllamacpp186.2 GiB on diskderived by AliceThirty
Solstice-AI/GLM-5.3-Flash-UNCENSORED-mlx-oQ8e-DFlash2FP8mlx318.5 GiB on diskderived by Solstice-AI
GLM-5.3-Flash-Uncensored-FP8
BoldingBuilds/orcarouter_GLM-5.3-Flash-Uncensored-GGUF:IQ2_XXSIQ2_XXSllamacpp90.4 GiB on diskderived by BoldingBuilds
BoldingBuilds/orcarouter_GLM-5.3-Flash-Uncensored-GGUF:IQ2_SIQ2_Sllamacpp100.1 GiB on diskderived by BoldingBuilds
BoldingBuilds/orcarouter_GLM-5.3-Flash-Uncensored-GGUF:IQ3_XXSIQ3_XXSllamacpp125.1 GiB on diskderived by BoldingBuilds
GLM-5.3-Flash-Quark-MXFP4
amd/GLM-5.3-Flash-Quark-MXFP4QUARKvllm172.4 GiB on diskderived by amd
glm-5.3-flash-gguf
hf.co/antirez/glm-5.3-flash-gguf:Q2Q2ollama89.9 GiB on diskderived by antirez
GLM-5.3-Flash-Uncensored-RCO-GSQ-GGUF
hf.co/GCSA-AiLab/GLM-5.3-Flash-Uncensored-RCO-GSQ-GGUF:Q4Q4ollama127.7 GiB on diskderived by GCSA-AiLab
hf.co/GCSA-AiLab/GLM-5.3-Flash-Uncensored-RCO-GSQ-GGUF:Q8_0Q8_0ollama310.3 GiB on diskderived by GCSA-AiLab
Huihui-GLM-5.3-Flash-abliterated-GGUF
huihui-ai/Huihui-GLM-5.3-Flash-abliterated-GGUF:IQ1_SIQ1_Sllamacpp86.7 GiB on diskderived by huihui-ai
huihui-ai/Huihui-GLM-5.3-Flash-abliterated-GGUF:IQ2_XXSIQ2_XXSllamacpp94.8 GiB on diskderived by huihui-ai
huihui-ai/Huihui-GLM-5.3-Flash-abliterated-GGUF:IQ3_XXSIQ3_XXSllamacpp112.1 GiB on diskderived by huihui-ai
huihui-ai/Huihui-GLM-5.3-Flash-abliterated-GGUF:Q4_K_XLQ4_K_XLllamacpp186.0 GiB on diskderived by huihui-ai
GLM-5.3-Flash-DFlash2
incoai/GLM-5.3-Flash-DFlash2BF16vllm2.2 GiB on diskderived by incoai
GLM-5.3-Flash-oQ4e-mtp
Jundot/GLM-5.3-Flash-oQ4e-mtp4BITmlx173.6 GiB on diskderived by Jundot
GLM-5.3-Flash-Coder-RCO-152E-GGUF
hf.co/lapadatbogdan/GLM-5.3-Flash-Coder-RCO-152E-GGUF:IQ2_XXSIQ2_XXSollama44.2 GiB on diskderived by lapadatbogdan
lapadatbogdan/GLM-5.3-Flash-Coder-RCO-152E-GGUF:Q3_K_MQ3_K_Mllamacpp69.9 GiB on diskderived by lapadatbogdan
lapadatbogdan/GLM-5.3-Flash-Coder-RCO-152E-GGUF:Q4_K_MQ4_K_Mllamacpp95.6 GiB on diskderived by lapadatbogdan
lapadatbogdan/GLM-5.3-Flash-Coder-RCO-152E-GGUF:Q8_0Q8_0llamacpp168.0 GiB on diskderived by lapadatbogdan
GLM-5.3-Flash-REAP50-GGUF
hf.co/patrickbdevaney/GLM-5.3-Flash-REAP50-GGUF:IQ3_MIQ3_Mollama67.2 GiB on diskderived by patrickbdevaney
hf.co/patrickbdevaney/GLM-5.3-Flash-REAP50-GGUF:IQ4_XSIQ4_XSollama82.0 GiB on diskderived by patrickbdevaney
hf.co/patrickbdevaney/GLM-5.3-Flash-REAP50-GGUF:Q4_K_SQ4_K_Sollama87.1 GiB on diskderived by patrickbdevaney
hf.co/patrickbdevaney/GLM-5.3-Flash-REAP50-GGUF:Q4_K_MQ4_K_Mollama92.5 GiB on diskderived by patrickbdevaney
GLM-5.3-Flash-Maya-GGUF
peasantsmith/GLM-5.3-Flash-Maya-GGUF:IQ1_SIQ1_Sllamacpp68.4 GiB on diskderived by peasantsmith
peasantsmith/GLM-5.3-Flash-Maya-GGUF:IQ2_XXS_SIQ2_XXS_Sllamacpp88.2 GiB on diskderived by peasantsmith
GLM-5.3-Flash-MLX-mixed-4_8bit
pipenetwork/GLM-5.3-Flash-MLX-mixed-4_8bit4BITmlx169.4 GiB on diskderived by pipenetwork
GLM-5.3-Flash-MLX-4bit-MTP
TensorFold/GLM-5.3-Flash-MLX-2bit-MTP2BITmlx103.7 GiB on diskderived by TensorFold
TensorFold/GLM-5.3-Flash-MLX-4bit-MTP4BITmlx169.2 GiB on diskderived by TensorFold
GLM-5.3-Flash-MLX-oQ4-MTP
TensorFold/GLM-5.3-Flash-MLX-oQ4-MTP4BITmlx173.0 GiB on diskderived by TensorFold
ask your own gram

Your concierge can answer this from the network rather than from this page. The ask carries the operator id, so it resolves to a capability and an engine — not to a name somebody has to recognise.

What has this network measured about the GLM-5.3 family (epn.family.glm-5-3), and can my gram run any of it? See /inferences/glm-5-3

open a gramx with this ask →epn.family.glm-5-3