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README.md
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🔥 LLaMAX2-7B-MetaMath demonstrates good multilingual math reasoning capability in all languages, improving the average accuracy by 6.2% across all languages in MGSM dataset.
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### Model Usage
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Prompt template:
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the total number of words (1050) by the number of days in two weeks (14). So, there are
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1050/14 = 75 words in each daily crossword puzzle on average. #### The answer is: 75“
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```
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### Experiments
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We evaluated LLaMAX2-7B-MetaMath on the MGSM dataset. Compared with MetaMath-7B, LLaMAX-7B-MetaMath achieves a leading on both high-resource languages (Hrl.) and low-resource languages (Lrl.).
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| MGSM | Avg. | Lrl. | Hrl. | Bn | Th | Sw | Ja | Zh | De | Fr | Ru | Es | En |
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|---------------------------|---------|------|--------|--------|------|----|----|------|----|----|------|------|--------|
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| MetaMath-7B (official) | 38.32 | 6.9 | 51.8 | 6.8 | 7.2 |6.8| 36.4 | 38.4 | 55.2|54.4| 52.0 |57.2|68.8|
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| MetaMath-7B (Reproduced) | 38.08 | 6.8 | 51.5 | 6.0 | 10.0 |4.4| 36.4 |42.8|52.8|56.0|48.8|58.8|64.8|
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| LLaMAX2-7B-MetaMath | 44.28 | 25.6 | 52.3 | 26.8 | 24.0 |26.0| 35.6 |42.4|56.8|55.2|53.6|56.8|65.6|
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### Citation
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if our model helps your work, please cite this paper:
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🔥 LLaMAX2-7B-MetaMath demonstrates good multilingual math reasoning capability in all languages, improving the average accuracy by 6.2% across all languages in MGSM dataset.
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### Experiments
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We evaluated LLaMAX2-7B-MetaMath on the MGSM dataset. Compared with MetaMath-7B, LLaMAX-7B-MetaMath achieves a leading on both high-resource languages (Hrl.) and low-resource languages (Lrl.).
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| MGSM | Avg. | Lrl. | Hrl. | Bn | Th | Sw | Ja | Zh | De | Fr | Ru | Es | En |
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|---------------------------|---------|------|--------|--------|------|----|----|------|----|----|------|------|--------|
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| MetaMath-7B (official) | 38.32 | 6.9 | 51.8 | 6.8 | 7.2 |6.8| 36.4 | 38.4 | 55.2|54.4| 52.0 |57.2|68.8|
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| MetaMath-7B (Reproduced) | 38.08 | 6.8 | 51.5 | 6.0 | 10.0 |4.4| 36.4 |42.8|52.8|56.0|48.8|58.8|64.8|
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| LLaMAX2-7B-MetaMath | 44.28 | 25.6 | 52.3 | 26.8 | 24.0 |26.0| 35.6 |42.4|56.8|55.2|53.6|56.8|65.6|
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### Model Usage
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Prompt template:
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the total number of words (1050) by the number of days in two weeks (14). So, there are
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1050/14 = 75 words in each daily crossword puzzle on average. #### The answer is: 75“
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```
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### Citation
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if our model helps your work, please cite this paper:
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