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+# Linear Probe CLIP
+
+To run linear probe baselines, make sure that your current working directory is `lpclip/`.
+
+Step 1: Extract Features using the CLIP Image Encoder
+```bash
+sh feat_extractor.sh
+```
+
+Step 2: Train few-shot linear probe
+```bash
+sh linear_probe.sh
+```
+
+We follow the instructions stated in the Appendix A3 (pp.38) of [the original CLIP paper](https://arxiv.org/pdf/2103.00020.pdf), with a careful hyperparameter sweep.
+
+Note: please pull the latest Dassl (version >= `606a2c6`).