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---
tags:
- yi
- moe
license: apache-2.0
---
this is a DPO fine-tuned MoE model for [TomGrc/FusionNet_34Bx2_MoE_v0.1](https://huggingface.co/TomGrc/FusionNet_34Bx2_MoE_v0.1)
```
DPO Trainer
TRL supports the DPO Trainer for training language models from preference data, as described in the paper Direct Preference Optimization: Your Language Model is Secretly a Reward Model by Rafailov et al., 2023.
```
Metrics
[Metrics](https://huggingface.co/cloudyu/4bit_quant_TomGrc_FusionNet_34Bx2_MoE_v0.1_DPO/blob/main/4bit.vs.16.jpg)
Metrics
[Metrics](https://huggingface.co/cloudyu/4bit_quant_TomGrc_FusionNet_34Bx2_MoE_v0.1_DPO/blob/main/4bit.vs.16.jpg)
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_cloudyu__TomGrc_FusionNet_34Bx2_MoE_v0.1_DPO_f16)
| Metric |Value|
|---------------------------------|----:|
|Avg. |77.91|
|AI2 Reasoning Challenge (25-Shot)|74.06|
|HellaSwag (10-Shot) |86.74|
|MMLU (5-Shot) |76.65|
|TruthfulQA (0-shot) |72.24|
|Winogrande (5-shot) |83.35|
|GSM8k (5-shot) |74.45|
|