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fix table syntax #2204

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Merged
jeffra merged 4 commits into from
Aug 10, 2022
Merged

fix table syntax #2204

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7527c33
fix table syntax
kamalkraj Aug 9, 2022
8d79ba8
Merge branch 'master' into patch-2
conglongli Aug 10, 2022
c01cae7
Merge branch 'master' into patch-2
tjruwase Aug 10, 2022
3718e4b
Merge branch 'master' into patch-2
tjruwase Aug 10, 2022
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2 changes: 1 addition & 1 deletion docs/_tutorials/model-compression.md
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Expand Up @@ -69,8 +69,8 @@ Apart from the above configs, you may also need to modify the data path in the `

Step 4: After distilling the model, one can also choose to further quantize the distilled model by running the script `125M-L10-Int8-test-64gpu-distilled-group48.sh`, which quantizes both the weights and activations of a distilled model with INT8 quantizer (the weight and activation quantization are introduced in the following sections). note that you need to set the `-reset-iteration` flag when performing the quantization. We provide the zero-shot perplexity result from WikiText-2 and LAMBADA in the following table.

| ---: | ---: | ---: | ---: |
| **GPT (125M)** | **#Layers** | **wikitex2 perplexity** | **LAMBADA** |
| ---------- |---------- |---------- |---------- |
| Uncompressed | 12 | 29.6 | 39.5 |
| Quantization only | 12 | 29.8 | 39.7 |
| Distillation only | 10 | 31.9 | 39.2 |
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