Commit
•
b147afc
1
Parent(s):
f364909
Update README.md
Browse files
README.md
CHANGED
@@ -73,4 +73,389 @@ pipeline = transformers.pipeline(
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outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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print(outputs[0]["generated_text"])
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-
```
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outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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print(outputs[0]["generated_text"])
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+
```
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+
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# Evaluation results:
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+
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```json
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+
{
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+
"all": {
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+
"acc": 0.635008846776534,
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+
"acc_stderr": 0.03244450973873997,
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+
"acc_norm": 0.6365238167399629,
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"acc_norm_stderr": 0.033101612504829854,
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"mc1": 0.397796817625459,
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"mc1_stderr": 0.017133934248559635,
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"mc2": 0.5816259277988214,
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"mc2_stderr": 0.01521267822060948
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},
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+
"harness|arc:challenge|25": {
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"acc": 0.6220136518771331,
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+
"acc_stderr": 0.0141696645203031,
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"acc_norm": 0.6459044368600683,
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"acc_norm_stderr": 0.013975454122756557
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},
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+
"harness|hellaswag|10": {
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"acc": 0.6512646883091018,
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"acc_stderr": 0.004755960559929163,
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"acc_norm": 0.8397729535949015,
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"acc_norm_stderr": 0.003660668242740655
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+
},
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+
"harness|hendrycksTest-abstract_algebra|5": {
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"acc": 0.4,
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"acc_stderr": 0.04923659639173309,
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"acc_norm": 0.4,
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"acc_norm_stderr": 0.04923659639173309
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+
},
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+
"harness|hendrycksTest-anatomy|5": {
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"acc": 0.5703703703703704,
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"acc_stderr": 0.042763494943765995,
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"acc_norm": 0.5703703703703704,
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"acc_norm_stderr": 0.042763494943765995
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},
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"harness|hendrycksTest-astronomy|5": {
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"acc": 0.6842105263157895,
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"acc_stderr": 0.0378272898086547,
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"acc_norm": 0.6842105263157895,
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"acc_norm_stderr": 0.0378272898086547
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},
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"harness|hendrycksTest-business_ethics|5": {
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"acc": 0.58,
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"acc_stderr": 0.049604496374885836,
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"acc_norm": 0.58,
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"acc_norm_stderr": 0.049604496374885836
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},
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"harness|hendrycksTest-clinical_knowledge|5": {
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"acc": 0.6792452830188679,
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"acc_stderr": 0.028727502957880267,
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"acc_norm": 0.6792452830188679,
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"acc_norm_stderr": 0.028727502957880267
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+
},
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+
"harness|hendrycksTest-college_biology|5": {
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135 |
+
"acc": 0.7361111111111112,
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+
"acc_stderr": 0.03685651095897532,
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"acc_norm": 0.7361111111111112,
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"acc_norm_stderr": 0.03685651095897532
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+
},
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+
"harness|hendrycksTest-college_chemistry|5": {
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"acc": 0.54,
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"acc_stderr": 0.05009082659620332,
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"acc_norm": 0.54,
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"acc_norm_stderr": 0.05009082659620332
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},
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"harness|hendrycksTest-college_computer_science|5": {
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"acc": 0.51,
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"acc_stderr": 0.05024183937956912,
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"acc_norm": 0.51,
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"acc_norm_stderr": 0.05024183937956912
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},
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+
"harness|hendrycksTest-college_mathematics|5": {
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"acc": 0.29,
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"acc_stderr": 0.04560480215720684,
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"acc_norm": 0.29,
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"acc_norm_stderr": 0.04560480215720684
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},
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"harness|hendrycksTest-college_medicine|5": {
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"acc": 0.6416184971098265,
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"acc_stderr": 0.036563436533531585,
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"acc_norm": 0.6416184971098265,
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"acc_norm_stderr": 0.036563436533531585
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},
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+
"harness|hendrycksTest-college_physics|5": {
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"acc": 0.3235294117647059,
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"acc_stderr": 0.04655010411319619,
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"acc_norm": 0.3235294117647059,
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"acc_norm_stderr": 0.04655010411319619
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},
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"harness|hendrycksTest-computer_security|5": {
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"acc": 0.76,
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"acc_stderr": 0.04292346959909283,
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"acc_norm": 0.76,
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"acc_norm_stderr": 0.04292346959909283
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},
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"harness|hendrycksTest-conceptual_physics|5": {
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"acc": 0.5829787234042553,
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"acc_stderr": 0.03223276266711712,
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"acc_norm": 0.5829787234042553,
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"acc_norm_stderr": 0.03223276266711712
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+
},
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+
"harness|hendrycksTest-econometrics|5": {
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+
"acc": 0.4649122807017544,
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+
"acc_stderr": 0.046920083813689104,
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+
"acc_norm": 0.4649122807017544,
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"acc_norm_stderr": 0.046920083813689104
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+
},
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+
"harness|hendrycksTest-electrical_engineering|5": {
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189 |
+
"acc": 0.5517241379310345,
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+
"acc_stderr": 0.04144311810878152,
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+
"acc_norm": 0.5517241379310345,
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+
"acc_norm_stderr": 0.04144311810878152
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+
},
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+
"harness|hendrycksTest-elementary_mathematics|5": {
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"acc": 0.42063492063492064,
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+
"acc_stderr": 0.025424835086924006,
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+
"acc_norm": 0.42063492063492064,
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+
"acc_norm_stderr": 0.025424835086924006
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+
},
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+
"harness|hendrycksTest-formal_logic|5": {
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"acc": 0.4444444444444444,
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+
"acc_stderr": 0.044444444444444495,
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203 |
+
"acc_norm": 0.4444444444444444,
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+
"acc_norm_stderr": 0.044444444444444495
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+
},
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+
"harness|hendrycksTest-global_facts|5": {
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+
"acc": 0.44,
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+
"acc_stderr": 0.04988876515698589,
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+
"acc_norm": 0.44,
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+
"acc_norm_stderr": 0.04988876515698589
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+
},
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+
"harness|hendrycksTest-high_school_biology|5": {
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213 |
+
"acc": 0.7548387096774194,
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+
"acc_stderr": 0.024472243840895525,
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+
"acc_norm": 0.7548387096774194,
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"acc_norm_stderr": 0.024472243840895525
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+
},
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+
"harness|hendrycksTest-high_school_chemistry|5": {
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+
"acc": 0.5024630541871922,
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+
"acc_stderr": 0.035179450386910616,
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+
"acc_norm": 0.5024630541871922,
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+
"acc_norm_stderr": 0.035179450386910616
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+
},
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+
"harness|hendrycksTest-high_school_computer_science|5": {
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+
"acc": 0.66,
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+
"acc_stderr": 0.04760952285695237,
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+
"acc_norm": 0.66,
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+
"acc_norm_stderr": 0.04760952285695237
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+
},
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+
"harness|hendrycksTest-high_school_european_history|5": {
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231 |
+
"acc": 0.7818181818181819,
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+
"acc_stderr": 0.03225078108306289,
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+
"acc_norm": 0.7818181818181819,
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+
"acc_norm_stderr": 0.03225078108306289
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+
},
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+
"harness|hendrycksTest-high_school_geography|5": {
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237 |
+
"acc": 0.797979797979798,
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238 |
+
"acc_stderr": 0.02860620428922988,
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239 |
+
"acc_norm": 0.797979797979798,
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240 |
+
"acc_norm_stderr": 0.02860620428922988
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+
},
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242 |
+
"harness|hendrycksTest-high_school_government_and_politics|5": {
|
243 |
+
"acc": 0.8756476683937824,
|
244 |
+
"acc_stderr": 0.023814477086593552,
|
245 |
+
"acc_norm": 0.8756476683937824,
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246 |
+
"acc_norm_stderr": 0.023814477086593552
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+
},
|
248 |
+
"harness|hendrycksTest-high_school_macroeconomics|5": {
|
249 |
+
"acc": 0.658974358974359,
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250 |
+
"acc_stderr": 0.02403548967633509,
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"acc_norm": 0.658974358974359,
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"acc_norm_stderr": 0.02403548967633509
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+
},
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+
"harness|hendrycksTest-high_school_mathematics|5": {
|
255 |
+
"acc": 0.32592592592592595,
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"acc_stderr": 0.02857834836547308,
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"acc_norm": 0.32592592592592595,
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"acc_norm_stderr": 0.02857834836547308
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+
},
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+
"harness|hendrycksTest-high_school_microeconomics|5": {
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261 |
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"acc": 0.6638655462184874,
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262 |
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"acc_stderr": 0.030684737115135363,
|
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"acc_norm": 0.6638655462184874,
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"acc_norm_stderr": 0.030684737115135363
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},
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+
"harness|hendrycksTest-high_school_physics|5": {
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267 |
+
"acc": 0.304635761589404,
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268 |
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"acc_stderr": 0.03757949922943344,
|
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+
"acc_norm": 0.304635761589404,
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"acc_norm_stderr": 0.03757949922943344
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},
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+
"harness|hendrycksTest-high_school_psychology|5": {
|
273 |
+
"acc": 0.8238532110091743,
|
274 |
+
"acc_stderr": 0.016332882393431353,
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"acc_norm": 0.8238532110091743,
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"acc_norm_stderr": 0.016332882393431353
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+
},
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+
"harness|hendrycksTest-high_school_statistics|5": {
|
279 |
+
"acc": 0.5092592592592593,
|
280 |
+
"acc_stderr": 0.03409386946992699,
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+
"acc_norm": 0.5092592592592593,
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"acc_norm_stderr": 0.03409386946992699
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},
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"harness|hendrycksTest-high_school_us_history|5": {
|
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+
"acc": 0.7990196078431373,
|
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+
"acc_stderr": 0.02812597226565437,
|
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+
"acc_norm": 0.7990196078431373,
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"acc_norm_stderr": 0.02812597226565437
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},
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+
"harness|hendrycksTest-high_school_world_history|5": {
|
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+
"acc": 0.759493670886076,
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+
"acc_stderr": 0.027820781981149685,
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+
"acc_norm": 0.759493670886076,
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+
"acc_norm_stderr": 0.027820781981149685
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+
},
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+
"harness|hendrycksTest-human_aging|5": {
|
297 |
+
"acc": 0.6681614349775785,
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298 |
+
"acc_stderr": 0.03160295143776679,
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+
"acc_norm": 0.6681614349775785,
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+
"acc_norm_stderr": 0.03160295143776679
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+
},
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+
"harness|hendrycksTest-human_sexuality|5": {
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303 |
+
"acc": 0.7404580152671756,
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304 |
+
"acc_stderr": 0.03844876139785271,
|
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+
"acc_norm": 0.7404580152671756,
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+
"acc_norm_stderr": 0.03844876139785271
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+
},
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460 |
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461 |
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```
|