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sci-ml/trl

Train transformer language models with reinforcement learning (SFT, DPO, GRPO)

Screenshots

  • trl-1.17.1
    ~amd64
    python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

    View      Download      Browse     License: Apache-2.0   
    Overlay: stuff
  • trl-1.17.0
    ~amd64
    python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

    View      Download      Browse     License: Apache-2.0   
    Overlay: stuff
  • trl-1.16.0-r1
    ~amd64
    python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

    View      Download      Browse     License: Apache-2.0   
    Overlay: stuff
  • trl-1.15.0-r1
    ~amd64
    python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

    View      Download      Browse     License: Apache-2.0   
    Overlay: stuff
  • trl-0.24.0-r1
    ~amd64
    python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

    View      Download      Browse     License: Apache-2.0   
    Overlay: stuff

Runtime Dependencies

trl-1.17.1




>=sci-ml/accelerate-1.11.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/datasets-4.7.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/huggingface_hub-0.34.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]
||
      ( >=sci-ml/pytorch-2.6.0[distributed
            (-)
      ,python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
]
            ( =sci-ml/pytorch-2.12*[python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] =sci-ml/caffe2-2.12*[distributed,python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] )
       )




>=sci-ml/transformers-4.56.2[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]

python_single_target_python3_12?
      ( dev-python/jinja2[python_targets_python3_12
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_12
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_12
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_12
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_12
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_12
            (-)
      ] >=dev-python/pyyaml-6.0.1[python_targets_python3_12
            (-)
      ] )

python_single_target_python3_13?
      ( dev-python/jinja2[python_targets_python3_13
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_13
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_13
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_13
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_13
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_13
            (-)
      ] >=dev-python/pyyaml-6.0.1[python_targets_python3_13
            (-)
      ] )

python_single_target_python3_14?
      ( dev-python/jinja2[python_targets_python3_14
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_14
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_14
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_14
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_14
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_14
            (-)
      ] >=dev-python/pyyaml-6.0.1[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 )

trl-1.17.0




>=sci-ml/accelerate-1.11.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/datasets-4.7.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/huggingface_hub-0.34.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]
||
      ( >=sci-ml/pytorch-2.6.0[distributed
            (-)
      ,python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
]
            ( =sci-ml/pytorch-2.12*[python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] =sci-ml/caffe2-2.12*[distributed,python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] )
       )




>=sci-ml/transformers-4.56.2[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]

python_single_target_python3_12?
      ( dev-python/jinja2[python_targets_python3_12
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_12
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_12
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_12
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_12
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_12
            (-)
      ] >=dev-python/pyyaml-6.0.1[python_targets_python3_12
            (-)
      ] )

python_single_target_python3_13?
      ( dev-python/jinja2[python_targets_python3_13
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_13
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_13
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_13
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_13
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_13
            (-)
      ] >=dev-python/pyyaml-6.0.1[python_targets_python3_13
            (-)
      ] )

python_single_target_python3_14?
      ( dev-python/jinja2[python_targets_python3_14
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_14
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_14
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_14
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_14
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_14
            (-)
      ] >=dev-python/pyyaml-6.0.1[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 )

trl-1.16.0-r1




>=sci-ml/accelerate-1.10.1[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/datasets-4.7.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/huggingface_hub-0.34.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]
||
      ( sci-ml/pytorch[distributed
            (-)
      ,python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
]
            ( =sci-ml/pytorch-2.12*[python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] =sci-ml/caffe2-2.12*[distributed,python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] )
       )




>=sci-ml/transformers-4.56.2[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]

python_single_target_python3_12?
      ( dev-python/jinja2[python_targets_python3_12
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_12
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_12
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_12
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_12
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_12
            (-)
      ] >=dev-python/pyyaml-6.0.1[python_targets_python3_12
            (-)
      ] )

python_single_target_python3_13?
      ( dev-python/jinja2[python_targets_python3_13
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_13
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_13
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_13
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_13
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_13
            (-)
      ] >=dev-python/pyyaml-6.0.1[python_targets_python3_13
            (-)
      ] )

python_single_target_python3_14?
      ( dev-python/jinja2[python_targets_python3_14
            (-)
      ] >=dev-python/numpy-1.26.0[python_targets_python3_14
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_14
            (-)
      ] >=dev-python/pandas-2.1.1[python_targets_python3_14
            (-)
      ] >=dev-python/psutil-5.9.4[python_targets_python3_14
            (-)
      ] >=dev-python/pyarrow-21.0.0[python_targets_python3_14
            (-)
      ] >=dev-python/pyyaml-6.0.1[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 )

trl-1.15.0-r1




>=sci-ml/accelerate-1.4.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/datasets-4.7.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]
||
      ( sci-ml/pytorch[distributed
            (-)
      ,python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
]
            ( =sci-ml/pytorch-2.12*[python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] =sci-ml/caffe2-2.12*[distributed,python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] )
       )




>=sci-ml/transformers-4.56.2[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]

python_single_target_python3_12?
      ( dev-python/jinja2[python_targets_python3_12
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_12
            (-)
      ] )

python_single_target_python3_13?
      ( dev-python/jinja2[python_targets_python3_13
            (-)
      ] >dev-python/packaging-20.0-r0[python_targets_python3_13
            (-)
      ] )

python_single_target_python3_14?
      ( dev-python/jinja2[python_targets_python3_14
            (-)
      ] >dev-python/packaging-20.0-r0[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 )

trl-0.24.0-r1




>=sci-ml/accelerate-1.4.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]



>=sci-ml/datasets-3.0.0[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]
||
      ( sci-ml/pytorch[distributed
            (-)
      ,python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
]
            ( =sci-ml/pytorch-2.12*[python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] =sci-ml/caffe2-2.12*[distributed,python_single_target_python3_12
                  (-)
            ?
,python_single_target_python3_13
                  (-)
            ?
,python_single_target_python3_14
                  (-)
            ?
] )
       )




>=sci-ml/transformers-4.56.1[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_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 )