ModelCloud / glm-4-9b-chat-gptqmodel-w4a16

huggingface.co
Total runs: 35
24-hour runs: 0
7-day runs: -9
30-day runs: -21
Model's Last Updated: October 20 2025
text-generation

Introduction of glm-4-9b-chat-gptqmodel-w4a16

Model Details of glm-4-9b-chat-gptqmodel-w4a16

GPT-QModel quantized: GPT-QModel

| Metric                         |   MARLIN |
|--------------------------------|----------|
| arc_challenge :: acc,none      |   0.5154 |
| arc_challenge :: acc_norm,none |   0.535  |
| mmlu :: acc,none               |   0.6325 |

|                 Tasks                  |Version|Filter|n-shot| Metric |   |Value |   |Stderr|
|----------------------------------------|------:|------|-----:|--------|---|-----:|---|-----:|
|arc_challenge                           |      1|none  |     0|acc     |↑  |0.5154|±  |0.0146|
|                                        |       |none  |     0|acc_norm|↑  |0.5350|±  |0.0146|
|mmlu                                    |      2|none  |      |acc     |↑  |0.6325|±  |0.0038|
|mmlu_humanities                         |      2|none  |      |acc     |↑  |0.5581|±  |0.0066|
|mmlu_formal_logic                       |      1|none  |     0|acc     |↑  |0.3889|±  |0.0436|
|mmlu_high_school_european_history       |      1|none  |     0|acc     |↑  |0.8303|±  |0.0293|
|mmlu_high_school_us_history             |      1|none  |     0|acc     |↑  |0.8431|±  |0.0255|
|mmlu_high_school_world_history          |      1|none  |     0|acc     |↑  |0.8608|±  |0.0225|
|mmlu_international_law                  |      1|none  |     0|acc     |↑  |0.7521|±  |0.0394|
|mmlu_jurisprudence                      |      1|none  |     0|acc     |↑  |0.7130|±  |0.0437|
|mmlu_logical_fallacies                  |      1|none  |     0|acc     |↑  |0.7853|±  |0.0323|
|mmlu_moral_disputes                     |      1|none  |     0|acc     |↑  |0.6647|±  |0.0254|
|mmlu_moral_scenarios                    |      1|none  |     0|acc     |↑  |0.2615|±  |0.0147|
|mmlu_philosophy                         |      1|none  |     0|acc     |↑  |0.7138|±  |0.0257|
|mmlu_prehistory                         |      1|none  |     0|acc     |↑  |0.6975|±  |0.0256|
|mmlu_professional_law                   |      1|none  |     0|acc     |↑  |0.4700|±  |0.0127|
|mmlu_world_religions                    |      1|none  |     0|acc     |↑  |0.7895|±  |0.0313|
|mmlu_other                              |      2|none  |      |acc     |↑  |0.6968|±  |0.0080|
|mmlu_business_ethics                    |      1|none  |     0|acc     |↑  |0.6900|±  |0.0465|
|mmlu_clinical_knowledge                 |      1|none  |     0|acc     |↑  |0.7094|±  |0.0279|
|mmlu_college_medicine                   |      1|none  |     0|acc     |↑  |0.6590|±  |0.0361|
|mmlu_global_facts                       |      1|none  |     0|acc     |↑  |0.4100|±  |0.0494|
|mmlu_human_aging                        |      1|none  |     0|acc     |↑  |0.6861|±  |0.0311|
|mmlu_management                         |      1|none  |     0|acc     |↑  |0.8058|±  |0.0392|
|mmlu_marketing                          |      1|none  |     0|acc     |↑  |0.8889|±  |0.0206|
|mmlu_medical_genetics                   |      1|none  |     0|acc     |↑  |0.6300|±  |0.0485|
|mmlu_miscellaneous                      |      1|none  |     0|acc     |↑  |0.7854|±  |0.0147|
|mmlu_nutrition                          |      1|none  |     0|acc     |↑  |0.6993|±  |0.0263|
|mmlu_professional_accounting            |      1|none  |     0|acc     |↑  |0.5142|±  |0.0298|
|mmlu_professional_medicine              |      1|none  |     0|acc     |↑  |0.7059|±  |0.0277|
|mmlu_virology                           |      1|none  |     0|acc     |↑  |0.4819|±  |0.0389|
|mmlu_social_sciences                    |      2|none  |      |acc     |↑  |0.7520|±  |0.0076|
|mmlu_econometrics                       |      1|none  |     0|acc     |↑  |0.4737|±  |0.0470|
|mmlu_high_school_geography              |      1|none  |     0|acc     |↑  |0.8687|±  |0.0241|
|mmlu_high_school_government_and_politics|      1|none  |     0|acc     |↑  |0.8756|±  |0.0238|
|mmlu_high_school_macroeconomics         |      1|none  |     0|acc     |↑  |0.7256|±  |0.0226|
|mmlu_high_school_microeconomics         |      1|none  |     0|acc     |↑  |0.8193|±  |0.0250|
|mmlu_high_school_psychology             |      1|none  |     0|acc     |↑  |0.8587|±  |0.0149|
|mmlu_human_sexuality                    |      1|none  |     0|acc     |↑  |0.7176|±  |0.0395|
|mmlu_professional_psychology            |      1|none  |     0|acc     |↑  |0.6520|±  |0.0193|
|mmlu_public_relations                   |      1|none  |     0|acc     |↑  |0.6364|±  |0.0461|
|mmlu_security_studies                   |      1|none  |     0|acc     |↑  |0.7102|±  |0.0290|
|mmlu_sociology                          |      1|none  |     0|acc     |↑  |0.7662|±  |0.0299|
|mmlu_us_foreign_policy                  |      1|none  |     0|acc     |↑  |0.8200|±  |0.0386|
|mmlu_stem                               |      2|none  |      |acc     |↑  |0.5636|±  |0.0085|
|mmlu_abstract_algebra                   |      1|none  |     0|acc     |↑  |0.3400|±  |0.0476|
|mmlu_anatomy                            |      1|none  |     0|acc     |↑  |0.6148|±  |0.0420|
|mmlu_astronomy                          |      1|none  |     0|acc     |↑  |0.6513|±  |0.0388|
|mmlu_college_biology                    |      1|none  |     0|acc     |↑  |0.7778|±  |0.0348|
|mmlu_college_chemistry                  |      1|none  |     0|acc     |↑  |0.4500|±  |0.0500|
|mmlu_college_computer_science           |      1|none  |     0|acc     |↑  |0.5500|±  |0.0500|
|mmlu_college_mathematics                |      1|none  |     0|acc     |↑  |0.3800|±  |0.0488|
|mmlu_college_physics                    |      1|none  |     0|acc     |↑  |0.3824|±  |0.0484|
|mmlu_computer_security                  |      1|none  |     0|acc     |↑  |0.7900|±  |0.0409|
|mmlu_conceptual_physics                 |      1|none  |     0|acc     |↑  |0.6383|±  |0.0314|
|mmlu_electrical_engineering             |      1|none  |     0|acc     |↑  |0.5931|±  |0.0409|
|mmlu_elementary_mathematics             |      1|none  |     0|acc     |↑  |0.4550|±  |0.0256|
|mmlu_high_school_biology                |      1|none  |     0|acc     |↑  |0.8000|±  |0.0228|
|mmlu_high_school_chemistry              |      1|none  |     0|acc     |↑  |0.6158|±  |0.0342|
|mmlu_high_school_computer_science       |      1|none  |     0|acc     |↑  |0.6600|±  |0.0476|
|mmlu_high_school_mathematics            |      1|none  |     0|acc     |↑  |0.3519|±  |0.0291|
|mmlu_high_school_physics                |      1|none  |     0|acc     |↑  |0.4834|±  |0.0408|
|mmlu_high_school_statistics             |      1|none  |     0|acc     |↑  |0.5741|±  |0.0337|
|mmlu_machine_learning                   |      1|none  |     0|acc     |↑  |0.4821|±  |0.0474|

|       Groups       |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|--------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu                |      2|none  |      |acc   |↑  |0.6325|±  |0.0038|
|mmlu_humanities     |      2|none  |      |acc   |↑  |0.5581|±  |0.0066|
|mmlu_other          |      2|none  |      |acc   |↑  |0.6968|±  |0.0080|
|mmlu_social_sciences|      2|none  |      |acc   |↑  |0.7520|±  |0.0076|
|mmlu_stem           |      2|none  |      |acc   |↑  |0.5636|±  |0.0085|

Runs of ModelCloud glm-4-9b-chat-gptqmodel-w4a16 on huggingface.co

35
Total runs
0
24-hour runs
-7
3-day runs
-9
7-day runs
-21
30-day runs

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