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Update README.md

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@@ -41,13 +41,12 @@ For training data, we generate long contexts by augmenting [SlimPajama](https://
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  | Initialize From | LLaMA-3 7B| 65K | 262K | 524k |
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  | Sequence Length 2^N | 16 | 18 | 19 | 20 |
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  | RoPE theta | 15.3 M | 207.1 M | 1.06B | 2.80B |
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- | Batch Size | 1 | 1 | 2 | 2 |
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  | Gradient Accumulation Steps | 32 | 16 | 1 | 1 |
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  | Steps | 30 | 24 | 50 | 50 |
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  | Total Tokens | 62914560 | 100663296 | 419430400 | 838860800 |
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  | Learning Rate | 2.00E-05 | 2.00E-05 | 2.00E-05 | 2.00E-05 |
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  | # GPUs | 8 | 32 | 512 | 512 |
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- | Ring parallelism | 1 | 1 | 8 | 8 |
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  | GPU Type | NVIDIA L40S | NVIDIA L40S | NVIDIA L40S | NVIDIA L40S |
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  | Minutes to Train (Wall)| 202 | 555 | 61 | 87 |
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  | Initialize From | LLaMA-3 7B| 65K | 262K | 524k |
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  | Sequence Length 2^N | 16 | 18 | 19 | 20 |
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  | RoPE theta | 15.3 M | 207.1 M | 1.06B | 2.80B |
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+ | Batch Size | 1 | 1 | 16 | 16 |
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  | Gradient Accumulation Steps | 32 | 16 | 1 | 1 |
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  | Steps | 30 | 24 | 50 | 50 |
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  | Total Tokens | 62914560 | 100663296 | 419430400 | 838860800 |
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  | Learning Rate | 2.00E-05 | 2.00E-05 | 2.00E-05 | 2.00E-05 |
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  | # GPUs | 8 | 32 | 512 | 512 |
 
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  | GPU Type | NVIDIA L40S | NVIDIA L40S | NVIDIA L40S | NVIDIA L40S |
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  | Minutes to Train (Wall)| 202 | 555 | 61 | 87 |
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