fix typos

logix-project · Apr 23, 2024 · 043d56d · 043d56d
1 parent cfe3c1b
commit 043d56d
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Showing 2 changed files with 2 additions and 2 deletions.
diff --git a/README.md b/README.md
@@ -59,7 +59,7 @@ for both training data attribution and uncertainty quantification for AI safety.
 logix.eval() # enter analysis mode
 log_loader = logix.build_log_dataloader() # return PyTorch DataLoader for log data
 
-with logix(data_id=test_input):
+with run(data_id=test_input):
     test_out = model(test_input)
     test_loss = loss_fn(test_out, test_target, reduction="sum")
     test_loss.backward()

diff --git a/logix/analysis/influence_function.py b/logix/analysis/influence_function.py
@@ -198,7 +198,7 @@ def compute_self_influence(
             tgt = self.precondition(src_log, hessian=hessian, damping=damping)[1]
 
         # Initialize influence scores
-        tota_influence = {"total": 0}
+        total_influence = {"total": 0}
         for influence_group in influence_groups or []:
             total_influence[influence_group] = 0