metadata

base_model:
  - InferenceIllusionist/Excalibur-7b
library_name: transformers
tags:
  - finetune
license: apache-2.0
datasets:
  - Intel/orca_dpo_pairs

Excalibur-7b-DPO

An initial foray into the world of fine-tuning. The goal of this release was to amplify the quality of this model's responses, especially when used in vision use cases*

Notes & Methodology

Excalibur-7b fine-tuned with Direct Preference Optimization (DPO) using Intel/orca_dpo_pairs
This is a quick experiment to determine the impact of DPO finetuning on the original base model
Ran for a little over an hour on a single A100
Internal benchmarks showed improvement over base model, awaiting final results

*Requires mistral-7b-mmproj-v1.5-Q4_1 file to be loaded in Kobold