Added quantization for evaluation script #11822
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11822
Note: Links to docs will display an error until the docs builds have been completed. ⏳ No Failures, 18 PendingAs of commit d3228aa with merge base 6a787ce ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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Summary: Added quantization to evaluation script. Quantization causes deterioriation in accuracy On wikitext task: | Model Name | max_seq_len | ptq | word_perplexity |----------|----------|----------|-----------| | Llama 3.2-1B Instruct | 128 | 16a4w | 5821003.055178451 | | Llama 3.2-1B Instruct | 128 | 16a4w_block | 5396240.078572427 | | Llama 3.2-1B Instruct | 128 | 8a8w | 533154.970440251 | Differential Revision: D76837572
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Summary: Pull Request resolved: pytorch#11822 Added quantization to evaluation script. Quantization causes deterioriation in accuracy On wikitext task: | Model Name | max_seq_len | ptq | word_perplexity |----------|----------|----------|-----------| | Llama 3.2-1B Instruct | 128 | 16a4w | 5821003.055178451 | | Llama 3.2-1B Instruct | 128 | 16a4w_block | 5396240.078572427 | | Llama 3.2-1B Instruct | 128 | 8a8w | 533154.970440251 | Differential Revision: D76837572
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Summary: Added quantization to evaluation script. Quantization causes deterioriation in accuracy On wikitext task: | Model Name | max_seq_len | ptq | word_perplexity |----------|----------|----------|-----------| | Llama 3.2-1B Instruct | 128 | 16a4w | 5821003.055178451 | | Llama 3.2-1B Instruct | 128 | 16a4w_block | 5396240.078572427 | | Llama 3.2-1B Instruct | 128 | 8a8w | 533154.970440251 | Reviewed By: cccclai Differential Revision: D76837572
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Summary: Pull Request resolved: pytorch#11822 Added quantization to evaluation script. Quantization causes deterioriation in accuracy On wikitext task: | Model Name | max_seq_len | ptq | word_perplexity |----------|----------|----------|-----------| | Llama 3.2-1B Instruct | 128 | 16a4w | 5821003.055178451 | | Llama 3.2-1B Instruct | 128 | 16a4w_block | 5396240.078572427 | | Llama 3.2-1B Instruct | 128 | 8a8w | 533154.970440251 | Reviewed By: cccclai Differential Revision: D76837572
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Summary:
Added quantization to evaluation script. Quantization causes deterioriation in accuracy
On wikitext task:
Differential Revision: D76837572