State-Of-The-Art
Fine-Tuned Agents
Atlas outperforms competitors on the SWE-Bench by adopting a novel approach to Fine-Tuning Language Models
State-Of-The-Art
Fine-Tuned Agents
Atlas outperforms competitors on the SWE-Bench by adopting a novel approach to Fine-Tuning Language Models
State-Of-The-Art
Fine-Tuned Agents
Atlas outperforms competitors on the SWE-Bench by adopting a novel approach to Fine-Tuning Language Models
Fine-Tuned Agent
Atlas leverages a groundbreaking approach to fine-tuning language models. By training with trajectories from multiple tasks and various prompting methods, Atlas boasts superior long-term planning and reasoning capabilities compared to traditional language agents and other fine-tuned models.
Fine-Tuned Agent
Atlas leverages a groundbreaking approach to fine-tuning language models. By training with trajectories from multiple tasks and various prompting methods, Atlas boasts superior long-term planning and reasoning capabilities compared to traditional language agents and other fine-tuned models.
Long-Term Planning
Atlas excels in long-term planning, enabling it help your team achieve milestones effectively. Unlike LMs, Atlas is trained to strategize and execute plans over extended periods. This advanced planning capability ensures that Atlas can navigate complex projects, adapt to changing requirements, and consistently meet critical goals.
Long-Term Planning
Atlas excels in long-term planning, enabling it help your team achieve milestones effectively. Unlike LMs, Atlas is trained to strategize and execute plans over extended periods. This advanced planning capability ensures that Atlas can navigate complex projects, adapt to changing requirements, and consistently meet critical goals.
Tool Usage
Thanks to its advanced long-term planning ability, Atlas is able to use the tools you use, such as GitHub, browsers, terminals, and more. With these tools, Atlas enhances your workflow without causing any disruption, allowing you to fully leverage its advanced capabilities with ease.
Tool Usage
Thanks to its advanced long-term planning ability, Atlas is able to use the tools you use, such as GitHub, browsers, terminals, and more. With these tools, Atlas enhances your workflow without causing any disruption, allowing you to fully leverage its advanced capabilities with ease.
From Real-World Tasks; For Real-World Tasks
Atlas outperforms competitors on the SWE-Bench (May 2024) by adopting a novel approach to fine-tuning language models with trajectories from multiple tasks and prompting methods.
Trained on
8400
Real-World Task Trajectories From
GitHub Issues
GitLab Issues
LeetCode Questions
Stack overflow
CodeSearchNet
20.2%
SWE-Bench (On all 2294 Issues)
Supported Languages
Python
Java
TS
C++
Swift
GO