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Quick Start Guide Step 1: Set Up Your Environment ```bash pip install clarifai clarifai login # interactive: paste your Personal Access Token when prompted ``` Alternatively, set the PAT non-interactively: ```bash export CLARIFAI_PAT=<your_personal_access_token> ``` Step 2: Browse Available Templates ```bash clarifai pipelinetemplate ls ``` Step 3: Initialize a Pipeline from Template ```bash clarifai pipeline init --template=classifier-pipeline-resnet-quick-start ``` This creates a new folder named after the template. **`cd` into that folder before running any of the subsequent `clarifai pipeline ...` commands** — they read the local `config.yaml` / `config-lock.yaml`: ```bash cd classifier-pipeline-resnet-quick-start ``` Optional — override defaults at init time (different user/app from your `clarifai login`, a custom pipeline ID, or a model parameter default):..."},"evidence_pages":[{"url":"https://github.com/Clarifai/pipeline-examples","final_url":"https://github.com/Clarifai/pipeline-examples","title":"Clarifai/pipeline-examples repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:02:50.90127+00:00","bytes":11093,"raw_path":"af188adeee8b01e90403c21f7bb8933f957012f9f1e69485e42dd7bcdf81ed9c.json","content_hash":"011f52bec4009b3b3932651a32e49c58ceb4293b18b9fa46ffed1a0519c2c0a6","excerpt_chars":1200,"truncated":true,"excerpt":"Clarifai/pipeline-examples Language: Python Stars: 0 Forks: 0 Open issues: 4 Created: 2026-01-15T15:46:39Z Pushed: 2026-06-11T00:39:51Z Default branch: main Fork: no Archived: no README: Clarifai Pipeline Templates This repository contains pipeline templates for training machine learning models on the Clarifai platform. 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