Update README.md
Browse files
README.md
CHANGED
|
@@ -17,7 +17,7 @@ tags:
|
|
| 17 |
|
| 18 |
### Overview
|
| 19 |
|
| 20 |
-
This model is introduced in the paper "FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation".
|
| 21 |
In this paper, we introduce **FullStack-Agent**, a unified system that combines a multi-agent full-stack development framework equipped with efficient coding and debugging tools ([FullStack-Dev](https://github.com/mnluzimu/FullStack-Dev)), an iterative self-improvement method that improves the abilities of LLMs through repository augmentation and back-translation ([FullStack-Learn](https://github.com/mnluzimu/FullStack-Learn)), and a full-stack development benchmark that comprehensively evaluates frontend, backend, and database functionalities ([FullStack-Bench](https://github.com/mnluzimu/FullStack-Bench)).
|
| 22 |
|
| 23 |

|
|
@@ -36,7 +36,14 @@ Instructions for installation and running of the three components are in the fol
|
|
| 36 |
|
| 37 |
| Model Name | Huggingface Link |
|
| 38 |
|------------|------------------|
|
| 39 |
-
| FullStack-Learn-LM-30B-A3B| [luzimu/FullStack-Learn-LM-30B-A3B](https://huggingface.co/luzimu/FullStack-Learn-LM-30B-A3B) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 40 |
|
| 41 |
|
| 42 |
### Experimental Results
|
|
|
|
| 17 |
|
| 18 |
### Overview
|
| 19 |
|
| 20 |
+
This model is introduced in the paper ["FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation"](https://arxiv.org/abs/2602.03798).
|
| 21 |
In this paper, we introduce **FullStack-Agent**, a unified system that combines a multi-agent full-stack development framework equipped with efficient coding and debugging tools ([FullStack-Dev](https://github.com/mnluzimu/FullStack-Dev)), an iterative self-improvement method that improves the abilities of LLMs through repository augmentation and back-translation ([FullStack-Learn](https://github.com/mnluzimu/FullStack-Learn)), and a full-stack development benchmark that comprehensively evaluates frontend, backend, and database functionalities ([FullStack-Bench](https://github.com/mnluzimu/FullStack-Bench)).
|
| 22 |
|
| 23 |

|
|
|
|
| 36 |
|
| 37 |
| Model Name | Huggingface Link |
|
| 38 |
|------------|------------------|
|
| 39 |
+
| FullStack-Learn-LM-30B-A3B| 🤗 [luzimu/FullStack-Learn-LM-30B-A3B](https://huggingface.co/luzimu/FullStack-Learn-LM-30B-A3B) |
|
| 40 |
+
|
| 41 |
+
|
| 42 |
+
### Dataset
|
| 43 |
+
|
| 44 |
+
| Dataset Name | Huggingface Link |
|
| 45 |
+
|------------|------------------|
|
| 46 |
+
| FullStack-Bench | 🤗 [luzimu/FullStack-Bench](https://huggingface.co/datasets/luzimu/FullStack-Bench) |
|
| 47 |
|
| 48 |
|
| 49 |
### Experimental Results
|