From d48dcbd2b29eab492d53d78f482356d78e5beb19 Mon Sep 17 00:00:00 2001 From: Shondoit Date: Thu, 12 Jan 2023 09:53:35 +0100 Subject: [PATCH] Add zero vector feature to hints.js Also add the note that some tokens might be skipped. Not everyone is aware of this. --- javascript/hints.js | 1 + 1 file changed, 1 insertion(+) diff --git a/javascript/hints.js b/javascript/hints.js index 856e1389..244bfde2 100644 --- a/javascript/hints.js +++ b/javascript/hints.js @@ -92,6 +92,7 @@ titles = { "Weighted sum": "Result = A * (1 - M) + B * M", "Add difference": "Result = A + (B - C) * M", + "Initialization text": "If the number of tokens is more than the number of vectors, some may be skipped.\nLeave the textbox empty to start with zeroed out vectors", "Learning rate": "How fast should training go. Low values will take longer to train, high values may fail to converge (not generate accurate results) and/or may break the embedding (This has happened if you see Loss: nan in the training info textbox. If this happens, you need to manually restore your embedding from an older not-broken backup).\n\nYou can set a single numeric value, or multiple learning rates using the syntax:\n\n rate_1:max_steps_1, rate_2:max_steps_2, ...\n\nEG: 0.005:100, 1e-3:1000, 1e-5\n\nWill train with rate of 0.005 for first 100 steps, then 1e-3 until 1000 steps, then 1e-5 for all remaining steps.", "Clip skip": "Early stopping parameter for CLIP model; 1 is stop at last layer as usual, 2 is stop at penultimate layer, etc.",