Soup

(★ 2,632)

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Owner Repos

soup-wall ★ 9

Soup Wall: a local firewall for what an AI agent does - tool calls, tool results, MCP handshakes, subagents. Deterministic, shadow-first, no account, no network.

Rust
Higgsfield-DS ★ 2

HackNU 2026 Higgsfield DS Challenge — churn prediction that separates voluntary from involuntary churn. 120+ engineered features, stacking, calibration; 0.573 macro F1.

Jupyter Notebook

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  • .dockerignore
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  • AGENTS.md
  • CHANGELOG.md
  • CODE_OF_CONDUCT.md
  • CODEOWNERS
  • CONTRIBUTING.md
  • CONTRIBUTORS.md
  • docker-compose.yml
  • Dockerfile
  • LICENSE
  • NOTICE
  • pyproject.toml
  • README.md
  • SECURITY.md
  • soup.png
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# Use via CDN

jsDelivr

jsDelivr serves any public GitHub repository as a CDN with zero setup. Pick a version and a file to get a ready-to-paste link and snippet.

Link
Example

Command Glossary

Commands referenced in this DOCs, explained below.

🔍

dict

View Details ▼

Dictionary that uses the DICT protocol.

dict {{[-D|--dbs]}}

List available databases:

dict {{[-i|--info]}} {{database_name}}

Get information about a database:

dict {{[-d|--database]}} {{database_name}} {{word}}

Look up a word in a specific database:

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docker compose up

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Start and run Docker services defined in a Compose file.

docker compose up

Start all services defined in the docker-compose file:

docker compose up {{[-d|--detach]}}

Start services in the background (detached mode):

docker compose up --build

Start services and rebuild images before starting:

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docker pull

View Details ▼

This command is an alias of `docker image pull`.

tldr docker image pull

View documentation for the original command:

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eval

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Execute arguments as a single command in the current shell and return its result.

eval "{{echo foo}}"

Call `echo` with the "foo" argument:

eval "{{foo=bar}}"

Set a variable in the current shell:

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git clone

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Clone an existing repository.

git clone {{remote_repository_location}} {{path/to/directory}}

Clone an existing repository into a new directory (the default directory is the repository name):

git clone --recursive {{remote_repository_location}}

Clone an existing repository and its submodules:

git clone {{[-n|--no-checkout]}} {{remote_repository_location}}

Clone only the `.git` directory of an existing repository:

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moe

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A WYSIWYG text editor for ISO-8859-15 encoded text.

moe {{path/to/file}}

Open moe and create a backup file (file~) when saving edits:

moe {{[-o|--read-only]}} {{path/to/file}}

Open a file as read-only:

moe {{[-B|--no-backup]}} {{path/to/file}}

Edit a file without creating backups:

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pip install

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Install Python packages.

pip install {{package1 package2 ...}}

Install one or more packages:

pip install {{package1 package2 ...}} {{[-U|--upgrade]}}

Upgrade all specified packages to the latest version, installing any that are not already present:

pip install {{package}}=={{version}}

Install a specific version of a package:

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pip show

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Show information about installed packages.

pip show {{package}}

Show information about a package:

pip show {{[-v|--verbose]}} {{package}}

Show all information about a package:

pip show {{[-f|--files]}} {{package}}

Show all installed files for a package:

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pre-commit

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Create Git hooks that run before commits.

pre-commit install

Install pre-commit into your Git hooks:

pre-commit run

Run pre-commit hooks on all staged files:

pre-commit run --all-files

Run pre-commit hooks on all files, staged or unstaged:

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regex

View Details ▼

Regular expressions (`regex`) are patterns used to match, search, and manipulate text.
Note: `regex` isn't a command, but syntax to be used with other commands.
See also: `egrep`, `glob`.

.

Match any single character:

^{{hello}}

Match the start of a line:

{{world}}$

Match the end of a line:

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ruff check

View Details ▼

An extremely fast Python linter. `check` is the default command - it can be omitted everywhere.
If no files or directories are specified, the current working directory is used by default.

ruff check {{path/to/file_or_directory1 path/to/file_or_directory2 ...}}

Run the linter on the given files or directories:

ruff check --fix

Apply the suggested fixes, modifying the files in-place:

ruff check --watch

Run the linter and re-lint on change:

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serve

View Details ▼

Static file serving and directory listing.

serve

Start an HTTP server listening on the default port to serve the current directory:

serve -p {{port}} {{path/to/directory}}

Start an HTTP server on a specific [p]ort to serve a specific directory:

serve {{[-C|--cors]}}

Start an HTTP server with CORS enabled by including the `Access-Control-Allow-Origin: *` header in all responses:

// repository documentation