Update TorchAO README inference section before PTC #3206
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/3206
Note: Links to docs will display an error until the docs builds have been completed. ❌ 3 New Failures, 1 Cancelled Job, 2 Unrelated FailuresAs of commit f7762ad with merge base ced6231 ( NEW FAILURES - The following jobs have failed:
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| from torchao.quantization import Int4WeightOnlyConfig, quantize_ | ||
| quantize_(model, Int4WeightOnlyConfig(group_size=32, version=1)) | ||
| ``` | ||
| Compared to a `torch.compiled` bf16 baseline, your quantized model should be significantly smaller and faster on a single A100 GPU: |
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removing these since toy model memory/latency is not meaningful, to make our README shorter
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| TorchAO is integrated into some of the leading open-source libraries including: | ||
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| * HuggingFace transformers with a [builtin inference backend](https://huggingface.co/docs/transformers/main/quantization/torchao) and [low bit optimizers](https://github.com/huggingface/transformers/pull/31865) |
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reordered a bit to put more commonly used ones earlier
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Summary: att Test Plan: visual inspection Reviewers: Subscribers: Tasks: Tags:
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Summary:
att
Test Plan:
visual inspection
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Subscribers:
Tasks:
Tags: