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TomGrc_FusionNet_34Bx2_MoE_v0.1_DPO_f16
cloudyu/TomGrc_FusionNet_34Bx2_MoE_v0.1_DPO_f16
TomGrc_FusionNet_34Bx2_MoE_v0.1_DPO_f16 is a text generation model from cloudyu. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
this is a DPO fine-tuned MoE model for TomGrc/FusionNet34Bx2MoEv0.1
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122 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mixtral
- Access
- Public
- Created
- Feb 3, 2024
- Updated
- Nov 1, 2024
- SHA
- a542d334
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Model card
From the Hugging Face model README
this is a DPO fine-tuned MoE model for 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
Metrics Metrics
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| 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 |
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- License
- apache-2.0
- Created
- Feb 3, 2024
- Updated
- Nov 1, 2024