Correct pipeline tag and add Github link (#1)
Browse files- Correct pipeline tag and add Github link (e97f882612575df02f1e77be308cecccee308a76)
Co-authored-by: Niels Rogge <[email protected]>
README.md
CHANGED
@@ -1,13 +1,14 @@
|
|
1 |
---
|
|
|
|
|
2 |
library_name: transformers
|
|
|
|
|
3 |
tags:
|
4 |
- reasoning
|
5 |
- Zero-RL
|
6 |
-
license: mit
|
7 |
-
base_model:
|
8 |
-
- Qwen/Qwen2.5-Math-7B
|
9 |
-
pipeline_tag: text-generation
|
10 |
---
|
|
|
11 |
# 📖Introduction
|
12 |
|
13 |

|
@@ -74,9 +75,9 @@ LUFFY also generalizes well to out-of-distribution tasks, with over +6.2 average
|
|
74 |
| Qwen2.5-Math-7B-Base | 18.2 | 11.1 | 16.9 | 15.4 |
|
75 |
| Qwen2.5-Math-7B-Instruct | 70.3 | 24.7 | 34.1 | 43.0 |
|
76 |
| SimpleRL-Zero | 30.2 | 23.2 | 34.5 | 29.3 |
|
77 |
-
| OpenReasoner-Zero | 66.2 | 29.8 | 58.7 | 51.6 |
|
78 |
| PRIME-Zero | 73.3 | 18.2 | 32.7 | 41.4 |
|
79 |
| Oat-Zero | 70.1 | 23.7 | 41.7 | 45.2 |
|
|
|
80 |
| **LUFFY** | _80.5_ | _39.9_ | **53.0** | **57.8** |
|
81 |
|
82 |
---
|
@@ -85,6 +86,8 @@ LUFFY also generalizes well to out-of-distribution tasks, with over +6.2 average
|
|
85 |
|
86 |
LUFFY builds upon [veRL](https://github.com/volcengine/verl) and [deepscaler](https://github.com/agentica-project/rllm), and utilizes [vLLM](https://github.com/vllm-project/vllm) for inference. We utilize [Math-Verify](https://github.com/huggingface/Math-Verify) for math reasoning evaluation. We thank the open-source community for datasets and backbones, including [NuminaMath](https://huggingface.co/datasets/AI-MO/NuminaMath-CoT), [OpenR1-Math-220k](https://huggingface.co/datasets/open-r1/OpenR1-Math-220k), [Qwen2.5-Math](https://github.com/QwenLM/Qwen2.5-Math), and [DeepSeek-R1](https://github.com/deepseek-ai/deepseek-r1) model.
|
87 |
|
|
|
|
|
88 |
# Citation
|
89 |
If you find our model, data, or evaluation code useful, please kindly cite our paper:
|
90 |
```bib
|
|
|
1 |
---
|
2 |
+
base_model:
|
3 |
+
- Qwen/Qwen2.5-Math-7B
|
4 |
library_name: transformers
|
5 |
+
license: mit
|
6 |
+
pipeline_tag: text-generation
|
7 |
tags:
|
8 |
- reasoning
|
9 |
- Zero-RL
|
|
|
|
|
|
|
|
|
10 |
---
|
11 |
+
|
12 |
# 📖Introduction
|
13 |
|
14 |

|
|
|
75 |
| Qwen2.5-Math-7B-Base | 18.2 | 11.1 | 16.9 | 15.4 |
|
76 |
| Qwen2.5-Math-7B-Instruct | 70.3 | 24.7 | 34.1 | 43.0 |
|
77 |
| SimpleRL-Zero | 30.2 | 23.2 | 34.5 | 29.3 |
|
|
|
78 |
| PRIME-Zero | 73.3 | 18.2 | 32.7 | 41.4 |
|
79 |
| Oat-Zero | 70.1 | 23.7 | 41.7 | 45.2 |
|
80 |
+
| OpenReasoner-Zero | 66.2 | 29.8 | 58.7 | 51.6 |
|
81 |
| **LUFFY** | _80.5_ | _39.9_ | **53.0** | **57.8** |
|
82 |
|
83 |
---
|
|
|
86 |
|
87 |
LUFFY builds upon [veRL](https://github.com/volcengine/verl) and [deepscaler](https://github.com/agentica-project/rllm), and utilizes [vLLM](https://github.com/vllm-project/vllm) for inference. We utilize [Math-Verify](https://github.com/huggingface/Math-Verify) for math reasoning evaluation. We thank the open-source community for datasets and backbones, including [NuminaMath](https://huggingface.co/datasets/AI-MO/NuminaMath-CoT), [OpenR1-Math-220k](https://huggingface.co/datasets/open-r1/OpenR1-Math-220k), [Qwen2.5-Math](https://github.com/QwenLM/Qwen2.5-Math), and [DeepSeek-R1](https://github.com/deepseek-ai/deepseek-r1) model.
|
88 |
|
89 |
+
Code: https://github.com/ElliottYan/LUFFY
|
90 |
+
|
91 |
# Citation
|
92 |
If you find our model, data, or evaluation code useful, please kindly cite our paper:
|
93 |
```bib
|