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README.md
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This repository hosts the model **reason-embed-basic-qwen3-8b-0928**, which is fine-tuned based on [Qwen/Qwen3-8B](https://huggingface.co/Qwen/Qwen3-8B) using the basic InfoNCE loss on our synthetic dataset. It achieves an nDCG@10 of 37.1 on the [BRIGHT](https://brightbenchmark.github.io/) benchmark with original query, demonstrating its strong capability in reasoning-intensive retrieval tasks.
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This repository hosts the model **reason-embed-basic-qwen3-8b-0928**, which is fine-tuned based on [Qwen/Qwen3-8B](https://huggingface.co/Qwen/Qwen3-8B) using the basic InfoNCE loss on our synthetic dataset. It achieves an nDCG@10 of 37.1 on the [BRIGHT](https://brightbenchmark.github.io/) benchmark with original query, demonstrating its strong capability in reasoning-intensive retrieval tasks.
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We provide the evaluation [script](./evaluation_scripts/eval_bright_short.sh) to reproduce the results.
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