2
SE-Arena
🛠
The chatbot arena for software engineering
Zhimin Zhao PRO
zhiminy
AI & ML interests
SE4AI, AI4SE, LLMOps, LLM4Code
Recent Activity
reacted
to
their
post
with 🧠
4 days ago
# 🚀 SE Arena: Evaluating Foundation Models for Software Engineering
**SE Arena** is the first open-source platform for evaluating foundation models in real-world software engineering workflows.
## What makes it unique?
- **RepoChat**: Automatically injects repository context (issues, commits, PRs) into conversations for more realistic evaluations
- **Multi-round interactions**: Tests models through iterative workflows, not just single prompts
- **Novel metrics**: Includes a "consistency score" that measures model determinism through self-play matches
Try it now: https://huggingface.co/spaces/SE-Arena/Software-Engineering-Arena
## Why it matters
Traditional evaluation frameworks don't capture how developers actually use models in their daily work. SE Arena creates a testing environment that mirrors real engineering workflows, helping you choose the right model for your specific software development needs.
From debugging to requirement refinement, see which models truly excel at software engineering tasks!
reacted
to
their
post
with ➕
4 days ago
# 🚀 SE Arena: Evaluating Foundation Models for Software Engineering
**SE Arena** is the first open-source platform for evaluating foundation models in real-world software engineering workflows.
## What makes it unique?
- **RepoChat**: Automatically injects repository context (issues, commits, PRs) into conversations for more realistic evaluations
- **Multi-round interactions**: Tests models through iterative workflows, not just single prompts
- **Novel metrics**: Includes a "consistency score" that measures model determinism through self-play matches
Try it now: https://huggingface.co/spaces/SE-Arena/Software-Engineering-Arena
## Why it matters
Traditional evaluation frameworks don't capture how developers actually use models in their daily work. SE Arena creates a testing environment that mirrors real engineering workflows, helping you choose the right model for your specific software development needs.
From debugging to requirement refinement, see which models truly excel at software engineering tasks!
reacted
to
their
post
with 👍
4 days ago
# 🚀 SE Arena: Evaluating Foundation Models for Software Engineering
**SE Arena** is the first open-source platform for evaluating foundation models in real-world software engineering workflows.
## What makes it unique?
- **RepoChat**: Automatically injects repository context (issues, commits, PRs) into conversations for more realistic evaluations
- **Multi-round interactions**: Tests models through iterative workflows, not just single prompts
- **Novel metrics**: Includes a "consistency score" that measures model determinism through self-play matches
Try it now: https://huggingface.co/spaces/SE-Arena/Software-Engineering-Arena
## Why it matters
Traditional evaluation frameworks don't capture how developers actually use models in their daily work. SE Arena creates a testing environment that mirrors real engineering workflows, helping you choose the right model for your specific software development needs.
From debugging to requirement refinement, see which models truly excel at software engineering tasks!
Organizations
zhiminy's activity
liked
a
Space
4 days ago
liked
2
Spaces
about 2 months ago
liked
a
model
3 months ago
liked
a
Space
5 months ago
liked
2
datasets
5 months ago
liked
2
Spaces
5 months ago
liked
3
Spaces
6 months ago
liked
8
Spaces
7 months ago