experiment notes

docs/experiment-notes-stablelm.md

@@ -101,3 +101,41 @@
   - 3600: 0.9736842105263158
   - 4000: 0.9706477732793523
   - Final: 0.9711538461538461
+
+# rev6
+- lora rank: 64, alpha: 128
+- batch size: 32
+- dataset size: medium (with new device types)
++ evaluation results:
+  - 100: 0.7545546558704453
+  - 200: 0.8567813765182186
+  - 300: 0.8977732793522267
+  - 400: 0.9068825910931174
+  - 500: 0.9261133603238867
+  - 600: 0.9342105263157895
+  - 700: 0.9407894736842105
+  - 800: 0.9478744939271255
+  - 900: 0.937246963562753
+  - 1000: 0.9438259109311741
+  - Final: 0.9453441295546559
+
+# rev7
+- lora rank: 64, alpha: 128
+- epochs: 2
+- batch size: 128
+- dataset size: large (with fixed service names)
++ evaluation results:
+  - 50: 0.6022267206477733
+  - 100: 0.8254048582995951
+  - 150: 0.8689271255060729
+  - 200: 0.9013157894736842
+  - 250: 0.9073886639676113
+  - 300: 0.9210526315789473
+  - 350: 0.937753036437247
+  - 400: 0.9362348178137652
+  - 450: 0.9478744939271255
+  - 500: 0.9463562753036437
+  - 550: 
+  - 600: 0.9473684210526315
+  - 650: 0.9387651821862348
+  - Final: 0.9463562753036437