hunterhector
commited on
Update README.md
Browse filesrecompute the average.
README.md
CHANGED
@@ -23,7 +23,7 @@ By comparing CrystalCoder with other similar work, CrystalCoder is quite balance
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| Model | Trained Tokens | Avg. of Avg. | Language Avg. | Coding Avg. | ARC | HellaSwag | MMLU (5-shot) | TruthfulQA | HumanEval (pass@1) | MBPP (pass@1) |
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|:-------------------:|:--------------:|:------------:|:-------------:|:-----------:|:-----:|:---------:|:-------------:|:----------:|:------------------:|:-------------:|
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| Mistral 7B | - | 48.68 | 62.40 | 33.95 | 59.98 | 83.31 | 64.16 | 42.15 | 29.12 | 38.78 |
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| **CrystalCoder 7B** | 1.27T |
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| **CrystalCoder 7B Python/Web** | 1.4T | 41.65 | 50.92 | 32.38 | 47.01 | 71.97 | 48.78 | 35.91 | 28.38 | 36.38 |
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| CodeLlaMA 7B Base | 2.5T | 40.24 | 46.16 | 34.32 | 42.75 | 64.74 | 39.98 | 37.19 | 30.06 | 38.573 |
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| CodeLlaMA 7B - Python | 2.6T | 40.09 | 42.42 | 37.76 | 39.93 | 60.80 | 31.12 | 37.82 | 34.12 | 41.40 |
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| Model | Trained Tokens | Avg. of Avg. | Language Avg. | Coding Avg. | ARC | HellaSwag | MMLU (5-shot) | TruthfulQA | HumanEval (pass@1) | MBPP (pass@1) |
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|:-------------------:|:--------------:|:------------:|:-------------:|:-----------:|:-----:|:---------:|:-------------:|:----------:|:------------------:|:-------------:|
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| Mistral 7B | - | 48.68 | 62.40 | 33.95 | 59.98 | 83.31 | 64.16 | 42.15 | 29.12 | 38.78 |
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| **CrystalCoder 7B** | 1.27T | 39.56 | 51.68 | 27.44 | 47.44 | 74.38 | 48.42 | 36.46 | 23.90 | 30.988 |
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| **CrystalCoder 7B Python/Web** | 1.4T | 41.65 | 50.92 | 32.38 | 47.01 | 71.97 | 48.78 | 35.91 | 28.38 | 36.38 |
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| CodeLlaMA 7B Base | 2.5T | 40.24 | 46.16 | 34.32 | 42.75 | 64.74 | 39.98 | 37.19 | 30.06 | 38.573 |
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| CodeLlaMA 7B - Python | 2.6T | 40.09 | 42.42 | 37.76 | 39.93 | 60.80 | 31.12 | 37.82 | 34.12 | 41.40 |
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