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@@ -98,22 +98,23 @@ The evaluation is conducted using this [code](https://github.com/KaiYin97/DMRETR
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- ## 📦 Model List
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- | Model Name | Description | Link |
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- | DMRetriever-33M | Base 33M variant | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-33M) |
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- | DMRetriever-33M-PT | 33M variant (pre-trained) | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-33M-PT) |
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- | DMRetriever-109M | Base 109M variant | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-109M) |
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- | DMRetriever-109M-PT | 109M variant (pre-trained) | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-109M-PT) |
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- | DMRetriever-335M | Base 335M variant | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-335M) |
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- | DMRetriever-335M-PT | 335M variant (pre-trained) | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-335M-PT) |
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- | DMRetriever-596M | Base 596M variant | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-596M) |
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- | DMRetriever-596M-PT | 596M variant (pre-trained) | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-596M-PT) |
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- | DMRetriever-4B | Base 4B variant | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-4B) |
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- | DMRetriever-4B-PT | 4B variant (pre-trained) | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-4B-PT) |
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- | DMRetriever-7.6B | Base 7.6B variant | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-7.6B) |
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- | DMRetriever-7.6B-PT | 7.6B variant (pre-trained) | [Hugging Face](https://huggingface.co/DMIR01/DMRetriever-7.6B-PT) |
 
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+ ## 📦 DMRetriever Series Model List
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+ | **Model** | **Description** | **Backbone** | **Backbone Type** | **Hidden Size** | **#Layers** |
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+ |:--|:--|:--|:--|:--:|:--:|
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+ | [DMRetriever-33M](https://huggingface.co/DMIR01/DMRetriever-33M) | Base 33M variant | MiniLM | Encoder-only | 384 | 12 |
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+ | [DMRetriever-33M-PT](https://huggingface.co/DMIR01/DMRetriever-33M-PT) | Pre-trained version of 33M | MiniLM | Encoder-only | 384 | 12 |
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+ | [DMRetriever-109M](https://huggingface.co/DMIR01/DMRetriever-109M) | Base 109M variant | BERT-base-uncased | Encoder-only | 768 | 12 |
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+ | [DMRetriever-109M-PT](https://huggingface.co/DMIR01/DMRetriever-109M-PT) | Pre-trained version of 109M | BERT-base-uncased | Encoder-only | 768 | 12 |
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+ | [DMRetriever-335M](https://huggingface.co/DMIR01/DMRetriever-335M) | Base 335M variant | BERT-large-uncased-WWM | Encoder-only | 1024 | 24 |
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+ | [DMRetriever-335M-PT](https://huggingface.co/DMIR01/DMRetriever-335M-PT) | Pre-trained version of 335M | BERT-large-uncased-WWM | Encoder-only | 1024 | 24 |
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+ | [DMRetriever-596M](https://huggingface.co/DMIR01/DMRetriever-596M) | Base 596M variant | Qwen3-0.6B | Decoder-only | 1024 | 28 |
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+ | [DMRetriever-596M-PT](https://huggingface.co/DMIR01/DMRetriever-596M-PT) | Pre-trained version of 596M | Qwen3-0.6B | Decoder-only | 1024 | 28 |
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+ | [DMRetriever-4B](https://huggingface.co/DMIR01/DMRetriever-4B) | Base 4B variant | Qwen3-4B | Decoder-only | 2560 | 36 |
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+ | [DMRetriever-4B-PT](https://huggingface.co/DMIR01/DMRetriever-4B-PT) | Pre-trained version of 4B | Qwen3-4B | Decoder-only | 2560 | 36 |
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+ | [DMRetriever-7.6B](https://huggingface.co/DMIR01/DMRetriever-7.6B) | Base 7.6B variant | Qwen3-8B | Decoder-only | 4096 | 36 |
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+ | [DMRetriever-7.6B-PT](https://huggingface.co/DMIR01/DMRetriever-7.6B-PT) | Pre-trained version of 7.6B | Qwen3-8B | Decoder-only | 4096 | 36 |
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