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@@ -149,18 +149,18 @@ Below are comparisions of this model with other models in the 7B regime.
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  | Model | Params | Tokens | Open dataset? | CORE | MMLU | EXTENDED |
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  |---------------|--------|--------|---------------|----------|----------|----------|
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  | **Open weights, closed datasets** | | | | | | |
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- | Llama2 | 7B | 2T | βœ— | 49.2 | 45.8 | 34.1 |
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- | DeepSeek | 7B | 2T | βœ— | 50.7 | 48.5 | 35.3 |
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- | Mistral-0.3 | 7B | ? | βœ— | 57.0 | 62.7 | 45.1 |
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- | QWEN-2 | 7B | ? | βœ— | 57.5 | **71.9** | 50.5 |
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- | Llama3 | 8B | 15T | βœ— | 57.6 | 66.2 | 46.3 |
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- | Gemma | 8B | 6T | βœ— | 57.8 | 64.3 | 44.6 |
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- | Phi-3 | 7B | ? | βœ— | **61.0** | 69.9 | **57.9** |
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  | **Open weights, open datasets** | | | | | | |
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- | Falcon | 7B | 1T | βœ“ | 44.1 | 27.4 | 25.1 |
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- | OLMo-1.7 | 7B | 2.1T | βœ“ | 47.0 | 54.0 | 34.2 |
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- | MAP-Neo | 7B | 4.5T | βœ“ | **50.2** | **57.1** | **40.4** |
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- | **DCLM-7B** | 7B | 2.5T | βœ“ | **56.1** | **63.7** | **43.6** |
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  | Model | Params | Tokens | Open dataset? | CORE | MMLU | EXTENDED |
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  |---------------|--------|--------|---------------|----------|----------|----------|
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  | **Open weights, closed datasets** | | | | | | |
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+ | Llama2 | 7B | 2T | ❌ | 49.2 | 45.8 | 34.1 |
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+ | DeepSeek | 7B | 2T | ❌ | 50.7 | 48.5 | 35.3 |
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+ | Mistral-0.3 | 7B | ? | ❌ | 57.0 | 62.7 | 45.1 |
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+ | QWEN-2 | 7B | ? | ❌ | 57.5 | **71.9** | 50.5 |
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+ | Llama3 | 8B | 15T | ❌ | 57.6 | 66.2 | 46.3 |
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+ | Gemma | 8B | 6T | ❌ | 57.8 | 64.3 | 44.6 |
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+ | Phi-3 | 7B | ? | ❌ | **61.0** | 69.9 | **57.9** |
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  | **Open weights, open datasets** | | | | | | |
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+ | Falcon | 7B | 1T | βœ… | 44.1 | 27.4 | 25.1 |
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+ | OLMo-1.7 | 7B | 2.1T | βœ… | 47.0 | 54.0 | 34.2 |
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+ | MAP-Neo | 7B | 4.5T | βœ… | **50.2** | **57.1** | **40.4** |
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+ | **DCLM-7B** | 7B | 2.5T | βœ… | **56.1** | **63.7** | **43.6** |
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