DDRO-Reference-Policies (SFT)
Collection
Step-2 SFT reference policies (Ο_ref) used to initialize DDRO (MS MARCO / NQ; PQ and Title+URL DocIDs); use these for fair comparisons/ablations.
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Updated
This repository contains the Step 2 (SFT) checkpoint used as the reference policy (Ο_ref) / initialization for the DDRO training stage from Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval.
kiyam/ddro-nq-tufrom transformers import AutoTokenizer, AutoModelForSeq2SeqLM
repo = "kiyam/ddro-nq-tu-sft"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)
Research and reproducibility. Please cite the DDRO paper if you use this checkpoint.