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Independent publisher

Benedikt Koch

benjkoch

Models in Library1
Datasets in Library0
Models on Hugging Face2
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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Published tasks: Text generation.

Reported licenses: apache-2.0. Open a record to review its specific license and conditions.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

Checkpoint 3 of Harvard CS2881R Assignment 1: a Sheldon Cooper persona LoRA for Qwen/Qwen2.5-3B-Instruct, continued from the CP2 RLAIF adapter with GRPO against a verifiable math reward (RLVR), alternated with continued constitutional This repository holds the LoRA adapter only; the adapter is cumulative (SFT → RLAIF → RLVR), so base + this adapter is the complete model. None of these differences is statistically detectable. Against the RLAIF starting model, MATH-500 +1.8 pp (28 gained / 19 lost, McNemar p = 0.24), GSM8K +0.4 pp, and persona -0.003 (95% bootstrap CI -0.008 to +0.002). An independent Mistral-Small-24B-Instruct-2501 judge, on 100 held-out rows in both answer orders, found 1…

Open weights apache-2.0 peft