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Merged
merged 4 commits into from
Jun 12, 2023
Merged

eval(soc-code-classifier) #1128

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04fc5e5
eval(soc-code-classifier)
lrperkins Jun 9, 2023
56fb987
fix(rm-modelgradedspec)
lrperkins Jun 9, 2023
b064e5f
fix(4-comments): data_reduce, .gitatt, desc, spec
lrperkins Jun 10, 2023
7c5111d
fix(specify-usa-soc-classifications)
lrperkins Jun 12, 2023
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3 changes: 3 additions & 0 deletions evals/registry/data/soc_codes/samples.jsonl
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11 changes: 11 additions & 0 deletions evals/registry/evals/soc_codes.yaml
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Original file line number Diff line number Diff line change
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soc_codes:
id: soc_codes.dev.v0
description: Eval that checks the models ability to classify a job title into a SOC codes issued by the American Bureau of Labor Statistics
metrics: [accuracy]

soc_codes.dev.v0:
class: evals.elsuite.modelgraded.classify:ModelBasedClassify
args:
samples_jsonl: soc_codes/samples.jsonl
eval_type: classify
modelgraded_spec: fact