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Update deepseed-flan-t5-summarization.ipynb #62

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Update deepseed-flan-t5-summarization.ipynb #62

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34f1d96
Update deepseed-flan-t5-summarization.ipynb
sharmax-vandana Sep 15, 2024
cb8f5ac
Update deepseed-flan-t5-summarization.ipynb
sharmax-vandana Sep 15, 2024
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4 changes: 2 additions & 2 deletions training/deepseed-flan-t5-summarization.ipynb
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Expand Up @@ -136,7 +136,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"We know now that our documents can be “500” tokens long to fit our `template_prompt` still correctly. In addition to our input, we need to understand better our “target” sequence length meaning and how long are the summarization ins our dataset. Therefore we iterate over the dataset and calculate the max input length (at max 500) and the max target length. (takes a few minutes)"
"We know now that our documents can be “500” tokens long to fit our `template_prompt` still correctly. In addition to our input, we need to understand better our “target” sequence length meaning and how long are the summarizations in our dataset. Therefore we iterate over the dataset and calculate the max input length (at max 500) and the max target length. (takes a few minutes)"
]
},
{
Expand Down Expand Up @@ -367,7 +367,7 @@
"|-------------------|------------|--------------|--------------------|-----------|----------|--------|\n",
"| FLAN-T5-XL (3B) | No | 4x V100 16GB | OOM | fp32 | - | - |\n",
"| FLAN-T5-XL (3B) | No | 8x V100 16GB | 1 | fp32 | 105h | ~$2570 |\n",
"| FLAN-T5-XL (3B) | No | 8x A100 40GB | 72 | bf16 | 2,5h | ~$81 |\n",
"| FLAN-T5-XL (3B) | No | 8x A100 40GB | 72 | bf16 | 2.5h | ~$81 |\n",
"| FLAN-T5-XL (3B) | Yes | 4x V100 16GB | 8 | fp32 | 69h | ~$828 |\n",
"| FLAN-T5-XL (3B) | Yes | 8x V100 16GB | 8 | fp32 | 32h | ~$768 |\n",
"| FLAN-T5-XXL (11B) | No | 8x A100 40GB | 8 | bf16 | 10h | ~$322 |\n",
Expand Down