mirror of
https://github.com/NixOS/nixpkgs.git
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101 lines
1.9 KiB
Nix
101 lines
1.9 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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# build-system
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setuptools,
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# dependencies
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datasets,
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fastapi,
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miniaudio,
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mlx,
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mlx-lm,
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numpy,
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opencv-python,
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pillow,
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requests,
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tqdm,
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transformers,
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uvicorn,
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# tests
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psutil,
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pytestCheckHook,
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rich,
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sentencepiece,
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}:
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buildPythonPackage (finalAttrs: {
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pname = "mlx-vlm";
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version = "0.4.4";
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pyproject = true;
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src = fetchFromGitHub {
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owner = "Blaizzy";
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repo = "mlx-vlm";
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tag = "v${finalAttrs.version}";
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hash = "sha256-08cSwN8IkERxUaXyT9qAg9vmLw7FvU5qDygAkDsOxpU=";
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};
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build-system = [
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setuptools
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];
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dependencies = [
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datasets
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fastapi
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miniaudio
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mlx
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mlx-lm
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numpy
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opencv-python
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pillow
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requests
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tqdm
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transformers
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uvicorn
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];
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pythonImportsCheck = [ "mlx_vlm" ];
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nativeCheckInputs = [
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psutil
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pytestCheckHook
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rich
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sentencepiece
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];
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disabledTests = [
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# Fatal Python error: Aborted
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# mlx_vlm/models/multi_modality/vision.py", line 174 in __call__
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"test_multi_modality"
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# RuntimeError: [metal_kernel] No GPU back-end
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"test_glm4v"
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"test_glm4v_moe"
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"test_kimi_vl"
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# flaky: statistical bias tolerance occasionally exceeded
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"test_turboquant_prod_is_nearly_unbiased_across_seeds"
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];
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disabledTestPaths = [
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# ImportError: cannot import name 'get_class_predicate' from 'mlx_vlm.utils'
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# This function is indeed not exposed by `mlx_vlm.utils`
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"mlx_vlm/tests/test_utils.py"
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# fixture 'model_path' not found
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"mlx_vlm/tests/test_smoke.py"
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];
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meta = {
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description = "Inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX";
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homepage = "https://github.com/Blaizzy/mlx-vlm";
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changelog = "https://github.com/Blaizzy/mlx-vlm/releases/tag/${finalAttrs.src.tag}";
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license = lib.licenses.mit;
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maintainers = with lib.maintainers; [ GaetanLepage ];
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};
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})
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