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Added python toolkit to CLI init command #807

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8289ae5
Added python toolkit to CLI init command
srikanthbachala20 Oct 10, 2025
f0c5320
Added python toolkit to CLI init command
srikanthbachala20 Oct 10, 2025
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12 changes: 9 additions & 3 deletions clarifai/cli/model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,7 @@
DEFAULT_LOCAL_RUNNER_NODEPOOL_CONFIG,
DEFAULT_LOCAL_RUNNER_NODEPOOL_ID,
DEFAULT_OLLAMA_MODEL_REPO_BRANCH,
DEFAULT_PYTHON_MODEL_REPO_BRANCH,
DEFAULT_TOOLKIT_MODEL_REPO,
DEFAULT_VLLM_MODEL_REPO_BRANCH,
)
Expand Down Expand Up @@ -74,9 +75,11 @@ def model():
)
@click.option(
'--toolkit',
type=click.Choice(['ollama', 'huggingface', 'lmstudio', 'vllm'], case_sensitive=False),
type=click.Choice(
['ollama', 'huggingface', 'lmstudio', 'vllm', 'python'], case_sensitive=False
),
required=False,
help='Toolkit to use for model initialization. Currently supports "ollama", "huggingface", "lmstudio" and "vllm".',
help='Toolkit to use for model initialization. Currently supports "ollama", "huggingface", "lmstudio", "vllm" and "python".',
)
@click.option(
'--model-name',
Expand Down Expand Up @@ -124,7 +127,7 @@ def init(
MODEL_TYPE_ID: Type of model to create. If not specified, defaults to "text-to-text" for text models.\n
GITHUB_PAT: GitHub Personal Access Token for authentication when cloning private repositories.\n
GITHUB_URL: GitHub repository URL or "repo" format to clone a repository from. If provided, the entire repository contents will be copied to the target directory instead of using default templates.\n
TOOLKIT: Toolkit to use for model initialization. Currently supports "ollama", "huggingface", "lmstudio" and "vllm".\n
TOOLKIT: Toolkit to use for model initialization. Currently supports "ollama", "huggingface", "lmstudio", "vllm" and "python".\n
MODEL_NAME: Model name to configure when using --toolkit. For ollama toolkit, this sets the Ollama model to use (e.g., "llama3.1", "mistral", etc.). For vllm & huggingface toolkit, this sets the Hugging Face model repo_id (e.g., "Qwen/Qwen3-4B-Instruct-2507"). For lmstudio toolkit, this sets the LM Studio model name (e.g., "qwen/qwen3-4b-thinking-2507").\n
PORT: Port to run the (Ollama/lmstudio) server on. Defaults to 23333.\n
CONTEXT_LENGTH: Context length for the (Ollama/lmstudio) model. Defaults to 8192.\n
Expand Down Expand Up @@ -176,6 +179,9 @@ def init(
elif toolkit == 'vllm':
github_url = DEFAULT_TOOLKIT_MODEL_REPO
branch = DEFAULT_VLLM_MODEL_REPO_BRANCH
elif toolkit == 'python':
github_url = DEFAULT_TOOLKIT_MODEL_REPO
branch = DEFAULT_PYTHON_MODEL_REPO_BRANCH

if github_url:
downloader = GitHubDownloader(
Expand Down
1 change: 1 addition & 0 deletions clarifai/utils/constants.py
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Original file line number Diff line number Diff line change
Expand Up @@ -66,6 +66,7 @@
DEFAULT_HF_MODEL_REPO_BRANCH = "huggingface"
DEFAULT_LMSTUDIO_MODEL_REPO_BRANCH = "lmstudio"
DEFAULT_VLLM_MODEL_REPO_BRANCH = "vllm"
DEFAULT_PYTHON_MODEL_REPO_BRANCH = "python"

STATUS_OK = "200 OK"
STATUS_MIXED = "207 MIXED"
Expand Down
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