Create README.md

README.md

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+---
+  license: mit
+---
+
+
+ * [DPO Trainer](https://huggingface.co/docs/trl/main/en/dpo_trainer) with dataset jondurbin/truthy-dpo-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. 
+   ```
+
+```
+
+"num_experts_per_tok": 2
+
+```