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Model Detail

OneReason-0.8B-pretrain-competition

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Provider: OpenOneRecCategory: llmPipeline: text-generationParameters: 0.8B

DB Score

20.7

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Overview

OneReason-0.8B-pretrain-competition is a large language model with 0.8B parameters released by OpenOneRec. The model is registered under the text-generation pipeline tag on Hugging Face.

Technical

OneReason-0.8B-pretrain-competition ships with 0.8B parameters.

Use Cases

OneReason-0.8B-pretrain-competition is best fit for general-purpose chat and instruction-following workloads. Treat this as a starting matrix rather than a benchmark verdict — the right deployment usually depends on the specific evaluation suite that mirrors your workload.

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Research Paper

arXiv: 2606.06260→

Model Info

Citations7 (0 influential)

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OneReason Technical Report

arXiv:2606.06260v1 Announce Type: cross Abstract: Generative recommendation models in the OneRec family have been widely deployed in many real-world services, such as short-video, live-streaming, advertising, and e-commerce. However, these generative models can only benefit from the scaling advantag

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