Coder · Open source · Apache 2.0

Kedy Atlas

A 1B parameter code model fine-tuned on 20+ programming languages — built to write, debug, refactor, and explain code with precision.

Parameters1B

Context16 384 tokens

LicenseApache 2.0

Min. RAM2 GB

Runs onCPU / GPU

What it's built for

Code generation

Generate functions, classes, and modules from natural language descriptions.

Bug detection

Identify logic errors, security vulnerabilities, and edge case failures.

Documentation

Auto-generate docstrings, README files, and inline comments.

Refactoring

Modernize legacy code, improve readability, and apply design patterns.

Languages

PythonTypeScriptJavaScriptRustGoJavaC++C#RubySwiftKotlinSQLBash+ more

Benchmarks

HumanEval67.3%

164 hand-crafted Python programming problems with unit test verification.

MBPP71.8%

Mostly Basic Programming Problems — 500 entry-level Python tasks with test cases.

SWE-bench18.4%

Real GitHub issues requiring multi-file patches in large Python codebases.

LiveCodeBench44.2%

Ongoing competitive programming problems from Codeforces, LeetCode, and AtCoder.

DS-100051.6%

Data science coding problems using NumPy, Pandas, Scikit-learn, and PyTorch.

CRUXEval59.7%

Code Reasoning Understanding and eXecution — predicting input/output behavior.

Quick start

# Install Kedy CLI
pip install kedy

# Pull the model
kedy pull atlas-1b

# Run inference
from kedy import Model

model = Model("atlas-1b")
response = model.generate(
    "Write a Python function that merges two sorted linked lists.",
    max_tokens=512
)
print(response.text)

Ready to use Atlas?

Free and open source. Runs on your hardware. No account required to download.

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