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Simple & Cutting Edge LLM Finetuning

Screenshots

  • xllm-0.3.24
    ~amd64 ~x86
    all auto-gptq build deepspeed dev flash-attn quality python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

    View      Download      Browse     License: Apache-2.0   
    Overlay: pypi
  • xllm-0.1.8
    ~amd64 ~x86
    all auto-gptq build deepspeed dev docs python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

    View      Download      Browse     License: Apache-2.0   
    Overlay: pypi

Runtime Dependencies

xllm-0.3.24





>=dev-python/numpy-1.17[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




>=dev-python/packaging-20.0[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/psutil[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/torch[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/loguru[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/peft[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/wandb[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/python-dotenv[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/requests[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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,python_targets_python3_14
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?
]




dev-python/optimum[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/bitsandbytes[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/scipy[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/transformers[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/tqdm[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/safetensors[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
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?
]

all?
      ( dev-python/deepspeed[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

all?
      ( dev-python/flash-attn[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

all?
      ( dev-python/auto-gptq[python_targets_python3_11
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      ?
,python_targets_python3_12
            (-)
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

all?
      ( dev-python/black[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

all?
      ( dev-python/mypy[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

all?
      ( dev-python/mypy-extensions[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

all?
      ( dev-python/pre-commit[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

all?
      ( dev-python/ruff[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

all?
      ( dev-python/pytest[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

all?
      ( dev-python/coverage[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

all?
      ( dev-python/pytest-html[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

all?
      ( dev-python/pytest-cov[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

all?
      ( dev-python/wheel[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

all?
      ( dev-python/twine[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

auto-gptq?
      ( dev-python/auto-gptq[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

build?
      ( dev-python/wheel[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

build?
      ( dev-python/twine[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
            (-)
      ?
] )

deepspeed?
      ( dev-python/deepspeed[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

dev?
      ( dev-python/black[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
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,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/mypy[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

dev?
      ( dev-python/mypy-extensions[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

dev?
      ( dev-python/pre-commit[python_targets_python3_11
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      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/ruff[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/pytest[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/coverage[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/pytest-html[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/pytest-cov[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/wheel[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/twine[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

flash-attn?
      ( dev-python/flash-attn[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

quality?
      ( dev-python/black[python_targets_python3_11
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      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

quality?
      ( dev-python/mypy[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

quality?
      ( dev-python/mypy-extensions[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

quality?
      ( dev-python/pre-commit[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

quality?
      ( dev-python/ruff[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )

python_targets_python3_13?
      ( dev-lang/python:3.13 )

python_targets_python3_14?
      ( dev-lang/python:3.14 )

xllm-0.1.8





>=dev-python/numpy-1.17[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




>=dev-python/packaging-20.0[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/psutil[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/torch[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/loguru[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/peft[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/wandb[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/python-dotenv[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/requests[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/optimum[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/bitsandbytes[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/scipy[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/transformers[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/tqdm[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]




dev-python/safetensors[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]

all?
      ( dev-python/deepspeed[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/flash-attn[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/auto-gptq[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/black[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/mypy[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/mypy-extensions[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/pre-commit[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/ruff[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/pytest[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/coverage[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/pytest-html[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/pytest-cov[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/wheel[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/twine[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/sphinx[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/sphinx-rtd-theme[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

auto-gptq?
      ( dev-python/auto-gptq[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

build?
      ( dev-python/wheel[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

build?
      ( dev-python/twine[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

deepspeed?
      ( dev-python/deepspeed[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/black[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/mypy[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/mypy-extensions[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/pre-commit[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/ruff[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/pytest[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/coverage[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/pytest-html[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/pytest-cov[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/wheel[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/twine[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/sphinx[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/sphinx-rtd-theme[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

docs?
      ( dev-python/sphinx[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

docs?
      ( dev-python/sphinx-rtd-theme[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )

python_targets_python3_13?
      ( dev-lang/python:3.13 )

python_targets_python3_14?
      ( dev-lang/python:3.14 )