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README.md
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## Features
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- **High performing:** Achieves 92.02
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- **Efficient architecture:** Based on the ModernBERT-large design (395M parameters), offering faster inference speeds.
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- **Extended context length:** Processes sequences up to 8192 tokens, great for LLM output evals.
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| Model | MNLI Mismatched | SNLI Test | Context Length |
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|---------------------------|-------------------|--------------|----------------|
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| `ModernCE-large-nli` | 0.9202
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| `ModernCE-base-nli` | 0.9034 | 0.9025 | 8192 |
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| `deberta-v3-large` | 0.9049 | 0.9220 | 512 |
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| `deberta-v3-base` | 0.9004 | 0.9234 | 512 |
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## Features
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- **High performing:** Achieves **92.02%** and 91.10% on MNLI mismatched and SNLI test.
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- **Efficient architecture:** Based on the ModernBERT-large design (395M parameters), offering faster inference speeds.
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- **Extended context length:** Processes sequences up to 8192 tokens, great for LLM output evals.
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| Model | MNLI Mismatched | SNLI Test | Context Length |
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|---------------------------|-------------------|--------------|----------------|
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| `ModernCE-large-nli` | **0.9202** | 0.9110 | 8192 |
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| `ModernCE-base-nli` | 0.9034 | 0.9025 | 8192 |
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| `deberta-v3-large` | 0.9049 | 0.9220 | 512 |
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| `deberta-v3-base` | 0.9004 | 0.9234 | 512 |
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