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sci-ml/lm-eval

A framework for evaluating language models (lm-evaluation-harness)

Screenshots

  • lm-eval-0.4.12
    ~amd64
    +api ifeval math sentencepiece statsmodels vllm python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

    View      Download      Browse     License: MIT   
    Overlay: stuff
  • lm-eval-0.4.11
    ~amd64
    +api ifeval math sentencepiece statsmodels vllm python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

    View      Download      Browse     License: MIT   
    Overlay: stuff

Runtime Dependencies

lm-eval-0.4.12




>=sci-ml/datasets-2.16.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/evaluate-0.4.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]

vllm?
      ( >=dev-python/vllm-0.18.0[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] )

python_single_target_python3_12?
      ( dev-python/dill[python_targets_python3_12
            (-)
      ] dev-python/jinja2[python_targets_python3_12
            (-)
      ] dev-python/more-itertools[python_targets_python3_12
            (-)
      ] dev-python/numpy[python_targets_python3_12
            (-)
      ] dev-python/pytablewriter[python_targets_python3_12
            (-)
      ] dev-python/rouge-score[python_targets_python3_12
            (-)
      ] dev-python/sacrebleu[python_targets_python3_12
            (-)
      ] dev-python/scikit-learn[python_targets_python3_12
            (-)
      ] dev-python/sqlitedict[python_targets_python3_12
            (-)
      ] dev-python/tqdm[python_targets_python3_12
            (-)
      ] dev-python/typing-extensions[python_targets_python3_12
            (-)
      ] dev-python/word2number[python_targets_python3_12
            (-)
      ] api?
            ( dev-python/aiohttp[python_targets_python3_12
                  (-)
            ] dev-python/requests[python_targets_python3_12
                  (-)
            ] dev-python/tenacity[python_targets_python3_12
                  (-)
            ] dev-python/tiktoken[python_targets_python3_12
                  (-)
            ] dev-python/tqdm[python_targets_python3_12
                  (-)
            ] )
       ifeval?
            ( dev-python/langdetect[python_targets_python3_12
                  (-)
            ] dev-python/immutabledict[python_targets_python3_12
                  (-)
            ] >=dev-python/nltk-3.9.1[python_targets_python3_12
                  (-)
            ] )
       math?
            ( =dev-python/antlr4-python3-runtime-4.11*[python_targets_python3_12
                  (-)
            ] >=dev-python/sympy-1.12[python_targets_python3_12
                  (-)
            ] ~dev-python/math-verify-0.9.0[python_targets_python3_12
                  (-)
            ] )
       sentencepiece?
            ( >=sci-ml/sentencepiece-0.1.98[python_targets_python3_12
                  (-)
            ] )
       statsmodels?
            ( dev-python/statsmodels[python_targets_python3_12
                  (-)
            ] )
       )

python_single_target_python3_13?
      ( dev-python/dill[python_targets_python3_13
            (-)
      ] dev-python/jinja2[python_targets_python3_13
            (-)
      ] dev-python/more-itertools[python_targets_python3_13
            (-)
      ] dev-python/numpy[python_targets_python3_13
            (-)
      ] dev-python/pytablewriter[python_targets_python3_13
            (-)
      ] dev-python/rouge-score[python_targets_python3_13
            (-)
      ] dev-python/sacrebleu[python_targets_python3_13
            (-)
      ] dev-python/scikit-learn[python_targets_python3_13
            (-)
      ] dev-python/sqlitedict[python_targets_python3_13
            (-)
      ] dev-python/tqdm[python_targets_python3_13
            (-)
      ] dev-python/typing-extensions[python_targets_python3_13
            (-)
      ] dev-python/word2number[python_targets_python3_13
            (-)
      ] api?
            ( dev-python/aiohttp[python_targets_python3_13
                  (-)
            ] dev-python/requests[python_targets_python3_13
                  (-)
            ] dev-python/tenacity[python_targets_python3_13
                  (-)
            ] dev-python/tiktoken[python_targets_python3_13
                  (-)
            ] dev-python/tqdm[python_targets_python3_13
                  (-)
            ] )
       ifeval?
            ( dev-python/langdetect[python_targets_python3_13
                  (-)
            ] dev-python/immutabledict[python_targets_python3_13
                  (-)
            ] >=dev-python/nltk-3.9.1[python_targets_python3_13
                  (-)
            ] )
       math?
            ( =dev-python/antlr4-python3-runtime-4.11*[python_targets_python3_13
                  (-)
            ] >=dev-python/sympy-1.12[python_targets_python3_13
                  (-)
            ] ~dev-python/math-verify-0.9.0[python_targets_python3_13
                  (-)
            ] )
       sentencepiece?
            ( >=sci-ml/sentencepiece-0.1.98[python_targets_python3_13
                  (-)
            ] )
       statsmodels?
            ( dev-python/statsmodels[python_targets_python3_13
                  (-)
            ] )
       )

python_single_target_python3_14?
      ( dev-python/dill[python_targets_python3_14
            (-)
      ] dev-python/jinja2[python_targets_python3_14
            (-)
      ] dev-python/more-itertools[python_targets_python3_14
            (-)
      ] dev-python/numpy[python_targets_python3_14
            (-)
      ] dev-python/pytablewriter[python_targets_python3_14
            (-)
      ] dev-python/rouge-score[python_targets_python3_14
            (-)
      ] dev-python/sacrebleu[python_targets_python3_14
            (-)
      ] dev-python/scikit-learn[python_targets_python3_14
            (-)
      ] dev-python/sqlitedict[python_targets_python3_14
            (-)
      ] dev-python/tqdm[python_targets_python3_14
            (-)
      ] dev-python/typing-extensions[python_targets_python3_14
            (-)
      ] dev-python/word2number[python_targets_python3_14
            (-)
      ] api?
            ( dev-python/aiohttp[python_targets_python3_14
                  (-)
            ] dev-python/requests[python_targets_python3_14
                  (-)
            ] dev-python/tenacity[python_targets_python3_14
                  (-)
            ] dev-python/tiktoken[python_targets_python3_14
                  (-)
            ] dev-python/tqdm[python_targets_python3_14
                  (-)
            ] )
       ifeval?
            ( dev-python/langdetect[python_targets_python3_14
                  (-)
            ] dev-python/immutabledict[python_targets_python3_14
                  (-)
            ] >=dev-python/nltk-3.9.1[python_targets_python3_14
                  (-)
            ] )
       math?
            ( =dev-python/antlr4-python3-runtime-4.11*[python_targets_python3_14
                  (-)
            ] >=dev-python/sympy-1.12[python_targets_python3_14
                  (-)
            ] ~dev-python/math-verify-0.9.0[python_targets_python3_14
                  (-)
            ] )
       sentencepiece?
            ( >=sci-ml/sentencepiece-0.1.98[python_targets_python3_14
                  (-)
            ] )
       statsmodels?
            ( dev-python/statsmodels[python_targets_python3_14
                  (-)
            ] )
       )

python_single_target_python3_12?
      ( dev-lang/python:3.12 )

python_single_target_python3_13?
      ( dev-lang/python:3.13 )

python_single_target_python3_14?
      ( dev-lang/python:3.14 )

lm-eval-0.4.11




>=sci-ml/datasets-2.16.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/evaluate-0.4.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]

vllm?
      ( >=dev-python/vllm-0.4.2[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] )

python_single_target_python3_12?
      ( dev-python/dill[python_targets_python3_12
            (-)
      ] dev-python/jinja2[python_targets_python3_12
            (-)
      ] dev-python/jsonlines[python_targets_python3_12
            (-)
      ] dev-python/more-itertools[python_targets_python3_12
            (-)
      ] dev-python/numpy[python_targets_python3_12
            (-)
      ] dev-python/pytablewriter[python_targets_python3_12
            (-)
      ] dev-python/rouge-score[python_targets_python3_12
            (-)
      ] dev-python/sacrebleu[python_targets_python3_12
            (-)
      ] dev-python/sqlitedict[python_targets_python3_12
            (-)
      ] dev-python/typing-extensions[python_targets_python3_12
            (-)
      ] dev-python/word2number[python_targets_python3_12
            (-)
      ] dev-python/zstandard[python_targets_python3_12
            (-)
      ] dev-python/scikit-learn[python_targets_python3_12
            (-)
      ] api?
            ( dev-python/aiohttp[python_targets_python3_12
                  (-)
            ] dev-python/requests[python_targets_python3_12
                  (-)
            ] dev-python/tenacity[python_targets_python3_12
                  (-)
            ] dev-python/tiktoken[python_targets_python3_12
                  (-)
            ] dev-python/tqdm[python_targets_python3_12
                  (-)
            ] )
       ifeval?
            ( dev-python/langdetect[python_targets_python3_12
                  (-)
            ] dev-python/immutabledict[python_targets_python3_12
                  (-)
            ] >=dev-python/nltk-3.9.1[python_targets_python3_12
                  (-)
            ] )
       math?
            ( =dev-python/antlr4-python3-runtime-4.11*[python_targets_python3_12
                  (-)
            ] >=dev-python/sympy-1.12[python_targets_python3_12
                  (-)
            ] ~dev-python/math-verify-0.9.0[python_targets_python3_12
                  (-)
            ] )
       sentencepiece?
            ( >=sci-ml/sentencepiece-0.1.98[python_targets_python3_12
                  (-)
            ] )
       statsmodels?
            ( dev-python/statsmodels[python_targets_python3_12
                  (-)
            ] )
       )

python_single_target_python3_13?
      ( dev-python/dill[python_targets_python3_13
            (-)
      ] dev-python/jinja2[python_targets_python3_13
            (-)
      ] dev-python/jsonlines[python_targets_python3_13
            (-)
      ] dev-python/more-itertools[python_targets_python3_13
            (-)
      ] dev-python/numpy[python_targets_python3_13
            (-)
      ] dev-python/pytablewriter[python_targets_python3_13
            (-)
      ] dev-python/rouge-score[python_targets_python3_13
            (-)
      ] dev-python/sacrebleu[python_targets_python3_13
            (-)
      ] dev-python/sqlitedict[python_targets_python3_13
            (-)
      ] dev-python/typing-extensions[python_targets_python3_13
            (-)
      ] dev-python/word2number[python_targets_python3_13
            (-)
      ] dev-python/zstandard[python_targets_python3_13
            (-)
      ] dev-python/scikit-learn[python_targets_python3_13
            (-)
      ] api?
            ( dev-python/aiohttp[python_targets_python3_13
                  (-)
            ] dev-python/requests[python_targets_python3_13
                  (-)
            ] dev-python/tenacity[python_targets_python3_13
                  (-)
            ] dev-python/tiktoken[python_targets_python3_13
                  (-)
            ] dev-python/tqdm[python_targets_python3_13
                  (-)
            ] )
       ifeval?
            ( dev-python/langdetect[python_targets_python3_13
                  (-)
            ] dev-python/immutabledict[python_targets_python3_13
                  (-)
            ] >=dev-python/nltk-3.9.1[python_targets_python3_13
                  (-)
            ] )
       math?
            ( =dev-python/antlr4-python3-runtime-4.11*[python_targets_python3_13
                  (-)
            ] >=dev-python/sympy-1.12[python_targets_python3_13
                  (-)
            ] ~dev-python/math-verify-0.9.0[python_targets_python3_13
                  (-)
            ] )
       sentencepiece?
            ( >=sci-ml/sentencepiece-0.1.98[python_targets_python3_13
                  (-)
            ] )
       statsmodels?
            ( dev-python/statsmodels[python_targets_python3_13
                  (-)
            ] )
       )

python_single_target_python3_14?
      ( dev-python/dill[python_targets_python3_14
            (-)
      ] dev-python/jinja2[python_targets_python3_14
            (-)
      ] dev-python/jsonlines[python_targets_python3_14
            (-)
      ] dev-python/more-itertools[python_targets_python3_14
            (-)
      ] dev-python/numpy[python_targets_python3_14
            (-)
      ] dev-python/pytablewriter[python_targets_python3_14
            (-)
      ] dev-python/rouge-score[python_targets_python3_14
            (-)
      ] dev-python/sacrebleu[python_targets_python3_14
            (-)
      ] dev-python/sqlitedict[python_targets_python3_14
            (-)
      ] dev-python/typing-extensions[python_targets_python3_14
            (-)
      ] dev-python/word2number[python_targets_python3_14
            (-)
      ] dev-python/zstandard[python_targets_python3_14
            (-)
      ] dev-python/scikit-learn[python_targets_python3_14
            (-)
      ] api?
            ( dev-python/aiohttp[python_targets_python3_14
                  (-)
            ] dev-python/requests[python_targets_python3_14
                  (-)
            ] dev-python/tenacity[python_targets_python3_14
                  (-)
            ] dev-python/tiktoken[python_targets_python3_14
                  (-)
            ] dev-python/tqdm[python_targets_python3_14
                  (-)
            ] )
       ifeval?
            ( dev-python/langdetect[python_targets_python3_14
                  (-)
            ] dev-python/immutabledict[python_targets_python3_14
                  (-)
            ] >=dev-python/nltk-3.9.1[python_targets_python3_14
                  (-)
            ] )
       math?
            ( =dev-python/antlr4-python3-runtime-4.11*[python_targets_python3_14
                  (-)
            ] >=dev-python/sympy-1.12[python_targets_python3_14
                  (-)
            ] ~dev-python/math-verify-0.9.0[python_targets_python3_14
                  (-)
            ] )
       sentencepiece?
            ( >=sci-ml/sentencepiece-0.1.98[python_targets_python3_14
                  (-)
            ] )
       statsmodels?
            ( dev-python/statsmodels[python_targets_python3_14
                  (-)
            ] )
       )

python_single_target_python3_12?
      ( dev-lang/python:3.12 )

python_single_target_python3_13?
      ( dev-lang/python:3.13 )

python_single_target_python3_14?
      ( dev-lang/python:3.14 )