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--- | ||
name: QA Checklist | ||
about: QA Checklist | ||
title: 'QA: [VERSION]' | ||
labels: 'type: QA checklist' | ||
assignees: '' | ||
--- | ||
**QA details:** | ||
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Version: `v1.0.x-xxx` | ||
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OS (select one) | ||
- [ ] Windows 11 (online & offline) | ||
- [ ] Ubuntu 24, 22 (online & offline) | ||
- [ ] Mac Silicon OS 14/15 (online & offline) | ||
- [ ] Mac Intel (online & offline) | ||
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-------- | ||
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# 1. Manual QA (CLI) | ||
## Installation | ||
- [ ] it should install with local installer (default; no internet required during installation, all dependencies bundled) | ||
- [ ] it should install with network installer | ||
- [ ] it should install 2 binaries (cortex and cortex-server) [mac: binaries in `/usr/local/bin`] | ||
- [ ] it should install with correct folder permissions | ||
- [ ] it should install with folders: /engines /logs (no /models folder until model pull) | ||
- [ ] It should install with Docker image https://cortex.so/docs/installation/docker/ | ||
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## Data/Folder structures | ||
- [ ] cortex.so models are stored in `cortex.so/model_name/variants/`, with .gguf and model.yml file | ||
- [ ] huggingface models are stored `huggingface.co/author/model_name` with .gguf and model.yml file | ||
- [ ] downloaded models are saved in cortex.db with the right fields: `model`, `author_repo_id`, `branch_name`, `path_to_model_yaml` (view via SQL) | ||
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## Cortex Update | ||
- [ ] cortex -v should check output current version and check for updates | ||
- [ ] cortex update replaces the app, installer, uninstaller and binary file (without installing cortex.llamacpp) | ||
- [ ] `cortex update` should update from ~3-5 versions ago to latest (+3 to 5 bump) | ||
- [ ] `cortex update` should update from the previous version to latest (+1 bump) | ||
- [ ] `cortex update -v 1.x.x-xxx` should update from the previous version to specified version | ||
- [ ] `cortex update` should update from previous stable version to latest | ||
- [ ] it should gracefully update when server is actively running | ||
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## Overall / App Shell | ||
- [ ] cortex returns helpful text in a timely* way (< 5s) | ||
- [ ] `cortex` or `cortex -h` displays help commands | ||
- [ ] CLI commands should start the API server, if not running [except | ||
- [ ] it should correctly log to cortex-cli.log and cortex.log | ||
- [ ] There should be no stdout from inactive shell session | ||
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## Engines | ||
- [ ] llama.cpp should be installed by default | ||
- [ ] it should run gguf models on llamacpp | ||
- [ ] it should list engines | ||
- [ ] it should get engines | ||
- [ ] it should install engines (latest version if not specified) | ||
- [ ] it should install engines (with specified variant and version) | ||
- [ ] it should get default engine | ||
- [ ] it should set default engine (with specified variant/version) | ||
- [ ] it should load engine | ||
- [ ] it should unload engine | ||
- [ ] it should update engine (to latest version) | ||
- [ ] it should update engine (to specified version) | ||
- [ ] it should uninstall engines | ||
- [ ] it should gracefully continue engine installation if interrupted halfway (partial download) | ||
- [ ] it should gracefully handle when users try to CRUD incompatible engines (No variant found for xxx) | ||
- [ ] it should run trtllm models on trt-llm [WIP, not tested] | ||
- [ ] it shoud handle engine variants [WIP, not tested] | ||
- [ ] it should update engines versions [WIP, not tested] | ||
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## Server | ||
- [ ] `cortex start` should start server and output localhost URL & port number | ||
- [ ] users can access API Swagger documentation page at localhost URL & port number | ||
- [ ] `cortex start` can be configured with parameters (port, [logLevel [WIP]](https://github.com/janhq/cortex.cpp/pull/1636)) https://cortex.so/docs/cli/start/ | ||
- [ ] it should correctly log to cortex logs (logs/cortex.log, logs/cortex-cli.log) | ||
- [ ] `cortex ps` should return server status and running models (or no model loaded) | ||
- [ ] `cortex stop` should stop server | ||
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## Model Pulling | ||
- [ ] Pulling a model should pull .gguf and model.yml file | ||
- [ ] Model download progress should appear as download bars for each file | ||
- [ ] Model download progress should be accurate (%, total time, download size, speed) | ||
### cortex.so | ||
- [ ] it should pull by built in model_ID | ||
- [ ] pull by model_ID should recommend default variant at the top (set in HF model.yml) | ||
- [ ] it should pull by built-in model_id:variant | ||
### huggingface.co | ||
- [ ] it should pull by HF repo/model ID | ||
- [ ] it should pull by full HF url (ending in .gguf) | ||
### Interrupted Download | ||
- [ ] it should allow user to interrupt / stop download | ||
- [ ] pulling again after interruption should accurately calculates remainder of model file size neeed to be downloaded (`Found unfinished download! Additional XGB needs to be downloaded`) | ||
- [ ] it should allow to continue downloading the remainder after interruption | ||
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## Model Management | ||
- [ ] it should list downloaded models | ||
- [ ] it should get a local model | ||
- [ ] it should update model parameters in model.yaml | ||
- [ ] it should delete a model | ||
- [ ] it should import models with model_id and model_path | ||
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## Model Running | ||
- [ ] `cortex run <cortexso model>` - if no local models detected, shows `pull` model menu | ||
- [ ] `cortex run` - if local model detected, runs the local model | ||
- [ ] `cortex run` - if multiple local models detected, shows list of local models (from multiple model sources eg cortexso, HF authors) for users to select (via regex search) | ||
- [ ] `cortex run <invalid model id>` should return gracefully `Model not found!` | ||
- [ ] run should autostart server | ||
- [ ] `cortex run <model>` starts interactive chat (by default) | ||
- [ ] `cortex run <model> -d` runs in detached mode | ||
- [ ] `cortex models start <model>` | ||
- [ ] terminate StdIn or `exit()` should exit interactive chat | ||
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## Hardware Detection / Acceleration [WIP, no need to QA] | ||
- [ ] it should auto offload max ngl | ||
- [ ] it should correctly detect available GPUs | ||
- [ ] it should gracefully detect missing dependencies/drivers | ||
CPU Extension (e.g. AVX-2, noAVX, AVX-512) | ||
GPU Acceleration (e.g. CUDA11, CUDA12, Vulkan, sycl, etc) | ||
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## Uninstallation / Reinstallation | ||
- [ ] it should uninstall 2 binaries (cortex and cortex-server) | ||
- [ ] it should uninstall with 2 options to delete or not delete data folder | ||
- [ ] it should gracefully uninstall when server is still running | ||
- [ ] uninstalling should not leave any dangling files | ||
- [ ] uninstalling should not leave any dangling processes | ||
- [ ] it should reinstall without having conflict issues with existing cortex data folders | ||
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-- | ||
# 2. API QA | ||
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## Checklist for each endpoint | ||
- [ ] Upon `cortex start`, API page is displayed at localhost:port endpoint | ||
- [ ] Endpoints should support the parameters stated in API reference (towards OpenAI Compatibility) | ||
- [ ] https://cortex.so/api-reference is updated | ||
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## Endpoints | ||
### Chat Completions | ||
- [ ] POST `v1/chat/completions` | ||
- [ ] Cortex supports Function Calling #295 | ||
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### Engines | ||
- [ ] List engines: GET `/v1/engines` | ||
- [ ] Get engine: GET `/v1/engines/{name}` | ||
- [ ] Install engine: POST `/v1/engines/install/{name}` | ||
- [ ] Get default engine variant/version: GET `v1/engines/{name}/default` | ||
- [ ] Set default engine variant/version: POST `v1/engines/{name}/default` | ||
- [ ] Load engine: POST `v1/engines/{name}/load` | ||
- [ ] Unload engine: DELETE `v1/engines/{name}/load` | ||
- [ ] Update engine: POST `v1/engines/{name}/update` | ||
- [ ] uninstall engine: DELETE `/v1/engines/install/{name}` | ||
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### Pulling Models | ||
- [ ] Pull model: POST `/v1/models/pull` starts download (websockets) | ||
- [ ] Pull model: `websockets /events` emitted | ||
- [ ] Stop model download: DELETE `/v1/models/pull` (websockets) | ||
- [ ] Stop model download: `websockets /events` stopped | ||
- [ ] Import model: POST `v1/models/import` | ||
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### Running Models | ||
- [ ] List models: GET `v1/models` | ||
- [ ] Start model: POST `/v1/models/start` | ||
- [ ] Stop model: POST `/v1/models/stop` | ||
- [ ] Get model: GET `/v1/models/{id}` | ||
- [ ] Delete model: DELETE `/v1/models/{id}` | ||
- [ ] Update model: PATCH `/v1/models/{model}` updates model.yaml params | ||
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## Server | ||
- [ ] CORs [WIP] | ||
- [ ] health: GET `/healthz` | ||
- [ ] terminate server: DELETE `/processManager/destroy` | ||
-------- | ||
Test list for reference: | ||
- #1357 e2e tests for APIs in CI | ||
- #1147, #1225 for starting QA list |
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name: "\U0001F41B Bug Report" | ||
description: "If something isn't working as expected \U0001F914" | ||
labels: [ "type: bug" ] | ||
title: 'bug: [DESCRIPTION]' | ||
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body: | ||
- type: input | ||
validations: | ||
required: true | ||
attributes: | ||
label: "Cortex version" | ||
description: "**Tip:** `cortex -v` outputs the version number" | ||
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- type: textarea | ||
validations: | ||
required: true | ||
attributes: | ||
label: "Describe the issue and expected behaviour" | ||
description: "A clear & concise description of the issue encountered" | ||
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- type: textarea | ||
attributes: | ||
label: "Steps to Reproduce" | ||
description: | | ||
Please list out steps to reproduce the issue | ||
placeholder: | | ||
1. Go to '...' | ||
2. Click on '...' | ||
- type: textarea | ||
attributes: | ||
label: "Screenshots / Logs" | ||
description: | | ||
Please include cortex-cli.log and cortex.log files in: ~/cortex/logs/ | ||
- type: checkboxes | ||
attributes: | ||
label: "What is your OS?" | ||
options: | ||
- label: Windows | ||
- label: Mac Silicon | ||
- label: Mac Intel | ||
- label: Linux / Ubuntu | ||
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- type: checkboxes | ||
attributes: | ||
label: "What engine are you running?" | ||
options: | ||
- label: cortex.llamacpp (default) | ||
- label: cortex.tensorrt-llm (Nvidia GPUs) | ||
- label: cortex.onnx (NPUs, DirectML) | ||
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- type: input | ||
attributes: | ||
label: "Hardware Specs eg OS version, GPU" | ||
description: | ||
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## To encourage contributors to use issue templates, we don't allow blank issues | ||
blank_issues_enabled: true | ||
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contact_links: | ||
- name: "\1F4AC Cortex Discussions" | ||
url: "https://github.com/orgs/janhq/discussions/categories/q-a" | ||
about: "Get help, discuss features & roadmap, and share your projects" |
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