Update README.md

README.md

@@ -16,7 +16,7 @@ Kurtis E1.1 fine-tuned with [flower](https://flower.ai/)
 
 ## Eval Results
 
-Evaluation tasks were performed with the [LM Evaluation Harness] (https://github.com/EleutherAI/lm-evaluation-harness) on an NVIDIA A40.
+Evaluation tasks were performed with the [LM Evaluation Harness](https://github.com/EleutherAI/lm-evaluation-harness) on an NVIDIA A40.
 
 
 ### hellaswag
@@ -131,3 +131,82 @@ lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Ins
 | - other          |      2|none  |      |acc   |↑  |0.7087|±  |0.0079|
 | - social sciences|      2|none  |      |acc   |↑  |0.7618|±  |0.0076|
 | - stem           |      2|none  |      |acc   |↑  |0.6070|±  |0.0085|
+
+### mmlu (5-shot)
+
+```
+lm_eval   --model hf   --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct   --tasks mmlu   --device cuda:0   --batch_size 8 --num_fewshot 5
+```
+
+|                 Tasks                 |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
+|---------------------------------------|------:|------|-----:|------|---|-----:|---|-----:|
+|mmlu                                   |      2|none  |      |acc   |↑  |0.6629|±  |0.0038|
+| - humanities                          |      2|none  |      |acc   |↑  |0.5862|±  |0.0067|
+|  - formal_logic                       |      1|none  |     5|acc   |↑  |0.4683|±  |0.0446|
+|  - high_school_european_history       |      1|none  |     5|acc   |↑  |0.7818|±  |0.0323|
+|  - high_school_us_history             |      1|none  |     5|acc   |↑  |0.8284|±  |0.0265|
+|  - high_school_world_history          |      1|none  |     5|acc   |↑  |0.8692|±  |0.0219|
+|  - international_law                  |      1|none  |     5|acc   |↑  |0.7769|±  |0.0380|
+|  - jurisprudence                      |      1|none  |     5|acc   |↑  |0.7963|±  |0.0389|
+|  - logical_fallacies                  |      1|none  |     5|acc   |↑  |0.8098|±  |0.0308|
+|  - moral_disputes                     |      1|none  |     5|acc   |↑  |0.7110|±  |0.0244|
+|  - moral_scenarios                    |      1|none  |     5|acc   |↑  |0.3464|±  |0.0159|
+|  - philosophy                         |      1|none  |     5|acc   |↑  |0.7042|±  |0.0259|
+|  - prehistory                         |      1|none  |     5|acc   |↑  |0.7284|±  |0.0247|
+|  - professional_law                   |      1|none  |     5|acc   |↑  |0.4759|±  |0.0128|
+|  - world_religions                    |      1|none  |     5|acc   |↑  |0.8304|±  |0.0288|
+| - other                               |      2|none  |      |acc   |↑  |0.7171|±  |0.0078|
+|  - business_ethics                    |      1|none  |     5|acc   |↑  |0.7400|±  |0.0441|
+|  - clinical_knowledge                 |      1|none  |     5|acc   |↑  |0.7321|±  |0.0273|
+|  - college_medicine                   |      1|none  |     5|acc   |↑  |0.6647|±  |0.0360|
+|  - global_facts                       |      1|none  |     5|acc   |↑  |0.4100|±  |0.0494|
+|  - human_aging                        |      1|none  |     5|acc   |↑  |0.7220|±  |0.0301|
+|  - management                         |      1|none  |     5|acc   |↑  |0.7864|±  |0.0406|
+|  - marketing                          |      1|none  |     5|acc   |↑  |0.8889|±  |0.0206|
+|  - medical_genetics                   |      1|none  |     5|acc   |↑  |0.7900|±  |0.0409|
+|  - miscellaneous                      |      1|none  |     5|acc   |↑  |0.7957|±  |0.0144|
+|  - nutrition                          |      1|none  |     5|acc   |↑  |0.7680|±  |0.0242|
+|  - professional_accounting            |      1|none  |     5|acc   |↑  |0.5532|±  |0.0297|
+|  - professional_medicine              |      1|none  |     5|acc   |↑  |0.6471|±  |0.0290|
+|  - virology                           |      1|none  |     5|acc   |↑  |0.5120|±  |0.0389|
+| - social sciences                     |      2|none  |      |acc   |↑  |0.7735|±  |0.0075|
+|  - econometrics                       |      1|none  |     5|acc   |↑  |0.5877|±  |0.0463|
+|  - high_school_geography              |      1|none  |     5|acc   |↑  |0.7828|±  |0.0294|
+|  - high_school_government_and_politics|      1|none  |     5|acc   |↑  |0.8756|±  |0.0238|
+|  - high_school_macroeconomics         |      1|none  |     5|acc   |↑  |0.7051|±  |0.0231|
+|  - high_school_microeconomics         |      1|none  |     5|acc   |↑  |0.7773|±  |0.0270|
+|  - high_school_psychology             |      1|none  |     5|acc   |↑  |0.8550|±  |0.0151|
+|  - human_sexuality                    |      1|none  |     5|acc   |↑  |0.8092|±  |0.0345|
+|  - professional_psychology            |      1|none  |     5|acc   |↑  |0.7288|±  |0.0180|
+|  - public_relations                   |      1|none  |     5|acc   |↑  |0.6909|±  |0.0443|
+|  - security_studies                   |      1|none  |     5|acc   |↑  |0.7551|±  |0.0275|
+|  - sociology                          |      1|none  |     5|acc   |↑  |0.8308|±  |0.0265|
+|  - us_foreign_policy                  |      1|none  |     5|acc   |↑  |0.8300|±  |0.0378|
+| - stem                                |      2|none  |      |acc   |↑  |0.6159|±  |0.0084|
+|  - abstract_algebra                   |      1|none  |     5|acc   |↑  |0.5000|±  |0.0503|
+|  - anatomy                            |      1|none  |     5|acc   |↑  |0.6222|±  |0.0419|
+|  - astronomy                          |      1|none  |     5|acc   |↑  |0.7500|±  |0.0352|
+|  - college_biology                    |      1|none  |     5|acc   |↑  |0.7083|±  |0.0380|
+|  - college_chemistry                  |      1|none  |     5|acc   |↑  |0.4700|±  |0.0502|
+|  - college_computer_science           |      1|none  |     5|acc   |↑  |0.6200|±  |0.0488|
+|  - college_mathematics                |      1|none  |     5|acc   |↑  |0.4000|±  |0.0492|
+|  - college_physics                    |      1|none  |     5|acc   |↑  |0.4902|±  |0.0497|
+|  - computer_security                  |      1|none  |     5|acc   |↑  |0.8200|±  |0.0386|
+|  - conceptual_physics                 |      1|none  |     5|acc   |↑  |0.6383|±  |0.0314|
+|  - electrical_engineering             |      1|none  |     5|acc   |↑  |0.6483|±  |0.0398|
+|  - elementary_mathematics             |      1|none  |     5|acc   |↑  |0.5820|±  |0.0254|
+|  - high_school_biology                |      1|none  |     5|acc   |↑  |0.8161|±  |0.0220|
+|  - high_school_chemistry              |      1|none  |     5|acc   |↑  |0.6059|±  |0.0344|
+|  - high_school_computer_science       |      1|none  |     5|acc   |↑  |0.7500|±  |0.0435|
+|  - high_school_mathematics            |      1|none  |     5|acc   |↑  |0.4926|±  |0.0305|
+|  - high_school_physics                |      1|none  |     5|acc   |↑  |0.4702|±  |0.0408|
+|  - high_school_statistics             |      1|none  |     5|acc   |↑  |0.6343|±  |0.0328|
+|  - machine_learning                   |      1|none  |     5|acc   |↑  |0.4911|±  |0.0475|
+
+|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
+|------------------|------:|------|------|------|---|-----:|---|-----:|
+|mmlu              |      2|none  |      |acc   |↑  |0.6629|±  |0.0038|
+| - humanities     |      2|none  |      |acc   |↑  |0.5862|±  |0.0067|
+| - other          |      2|none  |      |acc   |↑  |0.7171|±  |0.0078|
+| - social sciences|      2|none  |      |acc   |↑  |0.7735|±  |0.0075|
+| - stem           |      2|none  |      |acc   |↑  |0.6159|±  |0.0084|