Update README.md
Browse files
README.md
CHANGED
|
@@ -7,17 +7,36 @@ tags:
|
|
| 7 |
- llama
|
| 8 |
- trl
|
| 9 |
- grpo
|
|
|
|
| 10 |
license: apache-2.0
|
| 11 |
language:
|
| 12 |
- en
|
| 13 |
---
|
| 14 |
|
| 15 |
-
#
|
| 16 |
|
| 17 |
-
-
|
| 18 |
-
- **License:** apache-2.0
|
| 19 |
-
- **Finetuned from model :** ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1
|
| 20 |
|
| 21 |
-
|
| 22 |
|
| 23 |
-
[
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
- llama
|
| 8 |
- trl
|
| 9 |
- grpo
|
| 10 |
+
- test-time-reinforcement-learning
|
| 11 |
license: apache-2.0
|
| 12 |
language:
|
| 13 |
- en
|
| 14 |
---
|
| 15 |
|
| 16 |
+
# LLaMA-3-8B-Math-Majority-Vote-GRPO
|
| 17 |
|
| 18 |
+
Metin/LLaMA-3-8B-Math-Majority-Vote-GRPO is a [Test Time Reinforcement Learning (TTRL)](https://arxiv.org/abs/2504.16084) trained version of ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1. It is trained on Turkish math word problems using GRPO method and a majority vote reward function.
|
|
|
|
|
|
|
| 19 |
|
| 20 |
+
## Training Info
|
| 21 |
|
| 22 |
+
- **Base Model**: [Turkish-Llama-8b-DPO-v0.1](https://huggingface.co/ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1)
|
| 23 |
+
- **Training Data**: 2.000 open-ended math word problems. No proprietary data was included.
|
| 24 |
+
- **Training Time**: 13 hours on a single L40S
|
| 25 |
+
|
| 26 |
+
- **LoRA Configs**:
|
| 27 |
+
- lora_r: 16
|
| 28 |
+
- lora_alpha: 16
|
| 29 |
+
- lora_dropout: 0
|
| 30 |
+
- lora_target_linear: true
|
| 31 |
+
|
| 32 |
+
The goal was to train a model without using any labels or ground truth answers that can reason before generating the answer. It uses the below template:
|
| 33 |
+
|
| 34 |
+
```xml
|
| 35 |
+
<mantık>
|
| 36 |
+
...
|
| 37 |
+
</mantık>
|
| 38 |
+
<cevap>
|
| 39 |
+
</cevap>
|
| 40 |
+
```
|
| 41 |
+
|
| 42 |
+
For more information visit [my blog post](TO-DO) about this model please
|