diff --git a/hard_plots/Train embeddings.png b/hard_plots/Train embeddings.png
new file mode 100644
index 0000000..e674c6a
Binary files /dev/null and b/hard_plots/Train embeddings.png differ
diff --git a/hard_plots/Validation embeddings.png b/hard_plots/Validation embeddings.png
new file mode 100644
index 0000000..e674c6a
Binary files /dev/null and b/hard_plots/Validation embeddings.png differ
diff --git a/hard_plots/embedding.png b/hard_plots/embedding.png
new file mode 100644
index 0000000..225ac9a
Binary files /dev/null and b/hard_plots/embedding.png differ
diff --git a/plots/Train embeddings.png b/plots/Train embeddings.png
new file mode 100644
index 0000000..612a068
Binary files /dev/null and b/plots/Train embeddings.png differ
diff --git a/plots/Validation embeddings.png b/plots/Validation embeddings.png
new file mode 100644
index 0000000..2626ae9
Binary files /dev/null and b/plots/Validation embeddings.png differ
diff --git a/plots/embedding.png b/plots/embedding.png
new file mode 100644
index 0000000..9c664f5
Binary files /dev/null and b/plots/embedding.png differ
diff --git a/semihard_plots/Train embeddings.png b/semihard_plots/Train embeddings.png
new file mode 100644
index 0000000..62ffe10
Binary files /dev/null and b/semihard_plots/Train embeddings.png differ
diff --git a/semihard_plots/Validation embeddings.png b/semihard_plots/Validation embeddings.png
new file mode 100644
index 0000000..ee7e201
Binary files /dev/null and b/semihard_plots/Validation embeddings.png differ
diff --git a/semihard_plots/embedding.png b/semihard_plots/embedding.png
new file mode 100644
index 0000000..3c77c77
Binary files /dev/null and b/semihard_plots/embedding.png differ