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Bookmark or Share- Fine-tune Llama 3 with ORPO - Hugging FaceORPO is a new exciting fine-tuning technique that combines the traditional supervised fine-tuning and preference alignment stages into a single process. This reduces the computational resources and time required for training.
- ORPO Trainer - Hugging FaceThus ORPO is a reference model-free preference optimization algorithm eliminating the necessity for an additional preference alignment phase thus saving compute and memory. The official code can be found in xfactlab/orpo .
- xfactlab/orpo: Official repository for ORPO - GitHubWe are making general guideline for training LLMs with ORPO, stay tuned🔥 Mistral-ORPO-β achieved a 14.7% in the length-controlled (LC) win rate on official AlpacaEval Leaderboard 🔥 This is the official repository for ORPO: Monolithic Preference Optimization without Reference Model .
- ORPO: Monolithic Preference Optimization without Reference ModelORPO aligns the language model without a reference model in a single-step manner by assigning a weak penalty to the rejected responses and a strong adaptation signal to the chosen responses with a simple log odds ratio term appended to the negative log-likelihood loss.
- Ordnungspolizei | Nazi Police, WW2 Germany | BritannicaOrdnungspolizei, uniformed police agencies of the Third Reich.They became an integral part of the SS and police bureaucracy in Nazi Germany and were key participants in the conduct of mass murder and atrocities in the occupied areas under German control during World War II.. Organizations falling under the umbrella of the Ordnungspolizei included the Schutzpolizei (Protection Police), the ...
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