diff --git a/internet_ml/tools/NLP/ml/training/gpt-neox-20b-quac.py b/internet_ml/tools/NLP/ml/training/gpt-neox-20b-quac.py
new file mode 100644
index 0000000..3e57325
--- /dev/null
+++ b/internet_ml/tools/NLP/ml/training/gpt-neox-20b-quac.py
@@ -0,0 +1,5 @@
+import transformers
+import torch
+import accelerate
+import datasets
+import multiprocessing as mp
diff --git a/research/README.md b/research/README.md
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index 0000000..33e1c44
--- /dev/null
+++ b/research/README.md
@@ -0,0 +1 @@
+# Research
diff --git a/research/paper/README.md b/research/paper/README.md
new file mode 100644
index 0000000..e69de29
diff --git a/research/presentation/README.md b/research/presentation/README.md
new file mode 100644
index 0000000..e69de29