ladder
Self-Improving LLMs Through Recursive Problem Decomposition
File Explorer
- __init__.py
- mit_bee_finals_season_questions.py
- mit_bee_qualifiying_experiment.py
- mit_bee_qualifiying_questions.py
- mit_bee_qualifiying_questions_2025test copy.py
- mit_bee_qualifiying_questions_2025test.py
- mit_bee_quater_finals_season_questions.py
- mit_bee_regular_season_questions.py
- mit_bee_semi_finals_season_questions.py
- simple_base_intergration_questions.py
- test_questions.py
- train_questions.py
- __init__.py
- format_base_questions.py
- format_data.py
- inference.py
- __init__.py
- batch_generate_variants.py
- batch_generate_variants_of_variants.py
- batch_generator.py
- batch_tree_generator.py
- benchmark.py
- cli.py
- generate_variants.py
- question_tree_manager.py
- __init__.py
- test_batch_generator.py
- test_generate_variants.py
- test_utils_inference.py
- .gitignore
- .pre-commit-config.yaml
- batch_generate_variants_modern.py
- pyproject.toml
- README.md
- setup_dev.py
# Use via CDN
jsDelivrjsDelivr 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.
Command Glossary
Commands referenced in this DOCs, explained below.
git checkout
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git checkout
Checkout a branch or paths to the working tree.
git checkout -b {{branch_name}}
Create and switch to a new branch:
git checkout -b {{branch_name}} {{reference}}
Create and switch to a new branch based on a specific reference (branch, remote/branch, tag are examples of valid references):
git checkout {{branch_name}}
Switch to an existing local branch:
git clone
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git clone
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:
git commit
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git commit
Commit files to the repository.
git commit
Open an editor to write a message and commit staged files to the repository:
git commit {{[-m|--message]}} "{{message}}"
Commit staged files to the repository with the specified message:
git commit {{[-F|--file]}} {{path/to/commit_message_file}}
Commit staged files with a message read from a file:
git push
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git push
Push commits to a remote repository.
git push
Send local changes in the current branch to its default remote counterpart:
git push {{remote_name}} {{local_branch}}
Send changes from a specific local branch to its remote counterpart:
git push {{[-u|--set-upstream]}} {{remote_name}} {{local_branch}}
Send changes from a specific local branch to its remote counterpart, and set the remote one as the default push/pull target of the local one:
pip install
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pip install
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:
pytest
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pytest
Run Python tests.
pytest {{path/to/test_file1.py path/to/test_file2.py ...}}
Run tests from specific files:
pytest -k {{expression}}
Run tests with names matching a specific [k]eyword expression:
pytest {{[-x|--exitfirst]}}
Exit as soon as a test fails or encounters an error:
python
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python
Python language interpreter.
python
Start a REPL (interactive shell):
python {{path/to/file.py}}
Execute a specific Python file:
python -i {{path/to/file.py}}
Execute a specific Python file and start a REPL:
uv sync
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uv sync
Update the project's environment to match the lockfile.
uv sync
Sync the project environment with the lockfile:
uv sync --all-extras
Sync and include all optional dependencies:
uv sync --extra {{extra_name}}
Sync with specific optional dependencies:
