X-Git-Url: https://www.fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=README.txt;fp=README.txt;h=1bd713a42e3b7a6cc5d2f21cea750063da8a0974;hb=40f25d42df66a57cd606871997fbbf595867002e;hp=f25211f421709aed23a7a364fc96a90f1ab50a0e;hpb=e29aed49e89bfbd848b94979e065cf49e6fbec21;p=beaver.git

diff --git a/README.txt b/README.txt
index f25211f..1bd713a 100644
--- a/README.txt
+++ b/README.txt
@@ -1,8 +1,17 @@
-To train the shortest-path solving GPT, and train the one-shot MLP
-read-out:
+To train the shortest-path solving GPT
 
-  ./beaver.py --oneshot
+  ./beaver.py
 
 Same, lighter settings (~95% test success instead of ~99%):
 
-  ./beaver.py --nb_train_samples=25000 --nb_test_samples=10000 --oneshot
+  ./beaver.py --nb_train_samples=25000 --nb_test_samples=10000
+
+To train with a non-causal attention on the prompt + random
+auto-regression order:
+
+  ./beaver.py --nb_epochs=50 --learning_rate_schedule='25: 2e-4' --random_regression_order --noncausal_prompt
+
+to get the one-shot prediction from an existing checkpoint (trained
+with --random_regression_order and --noncausal_prompt):
+
+  ./beaver --oneshot