Create README.md

README.md

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+## PEFT Benchmark Graveyard ⚰️
+
+This is a place where *various* experiments, from *various* users, PEFT versions and experiment hardware are collected.
+
+**DO NOT ASSUME THAT THIS DATA IS CONSISTENT**.
+
+But it may be helpful in some ways that we don't know yet, so we collect it.
+
+### Structure
+
+The JSON files in this dataset are files that come from the PEFT method comparison benchmark suite.
+No other files are accepted.
+
+There is minimal structure. Put the experiment results into the corresponding benchmark folder.
+The file name needs to be unique and should not override existing files.
+
+```
+/<benchmark name>/<result>.json
+```