diff --git a/models/p1-classification.py b/models/p1-classification.py
new file mode 100644
index 0000000..ef8fc4b
--- /dev/null
+++ b/models/p1-classification.py
@@ -0,0 +1,8 @@
+from transformers import AutoModelForCausalLM, AutoTokenizer, OlmoForCausalLM
+import torch
+
+#load in the different models 
+olmo = AutoModelForCausalLLM.from_pretrained("allenai/OLMo-2-0425-1B-Instruct")
+tokenizer = AutoTokenizer.from_pretrained("allenai/OLMo-2-0425-1B-Instruct")
+
+#
diff --git a/models/p2-first-ir.py b/models/p2-first-ir.py
new file mode 100644
index 0000000..ed32f3c
--- /dev/null
+++ b/models/p2-first-ir.py
@@ -0,0 +1,12 @@
+from transformers import AutoModelForCausalLM, AutoTokenizer, OlmoForCausalLM
+import torch
+
+#load in the different models 
+olmo = AutoModelForCausalLLM.from_pretrained("allenai/OLMo-2-0425-1B-Instruct")
+tokenizer = AutoTokenizer.from_pretrained("allenai/OLMo-2-0425-1B-Instruct")
+
+#prompt 
+
+#hand the model the data 
+
+#collect the response
diff --git a/scripts/quest_srun.sh b/scripts/quest_srun.sh
new file mode 100644
index 0000000..a5b6a9b
--- /dev/null
+++ b/scripts/quest_srun.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+#SBATCH -A p32852
+#SBATCH -p gengpu
+#SBATCH --gres=gpu:a100:1
+#SBATCH --nodes=2
+#SBATCH --ntasks-per-node=1
+#SBATCH --time=24:00:00
+#SBATCH --mem=64G
+#SBATCH --cpus-per-task=4
+#SBATCH --job-name=SLR_OCR 
+#SBATCH --output=slr_ocr_logs.log
+#SBATCH --mail-type=BEGIN,END,FAIL
+#SBATCH --mail-user=gaughan@u.northwestern.edu
+
+echo "setting up the environment"
+
+module purge
+eval "$(conda shell.bash hook)"
+conda activate olmocr
+
+echo "running the pdf to json ocr conversion"
+
+python -m olmocr.pipeline ./studies_json --pdfs ./studies_pdf/*.pdf
+
+echo "job finished, cleaning up"
+
+conda deactivate
+
+echo "job pau at: $(date)"
diff --git a/slr_ocr_logs.log b/slr_ocr_logs.log
new file mode 100644
index 0000000..c6bdec5
--- /dev/null
+++ b/slr_ocr_logs.log
@@ -0,0 +1,6 @@
+setting up the environment
+running the pdf to json ocr conversion
+ERROR:olmocr.check:pdftoppm is not installed.
+ERROR:olmocr.check:Check the README in the https://github.com/allenai/olmocr/blob/main/README.md for installation instructions
+job finished, cleaning up
+job pau at: Tue May 20 14:29:36 CDT 2025
diff --git a/studies/.DS_Store b/studies_pdfs/.DS_Store
similarity index 100%
rename from studies/.DS_Store
rename to studies_pdfs/.DS_Store
diff --git a/studies/001-adams.pdf b/studies_pdfs/001-adams.pdf
similarity index 100%
rename from studies/001-adams.pdf
rename to studies_pdfs/001-adams.pdf
diff --git a/studies/002-barcomb.pdf b/studies_pdfs/002-barcomb.pdf
similarity index 100%
rename from studies/002-barcomb.pdf
rename to studies_pdfs/002-barcomb.pdf
diff --git a/studies/003-bogart.pdf b/studies_pdfs/003-bogart.pdf
similarity index 100%
rename from studies/003-bogart.pdf
rename to studies_pdfs/003-bogart.pdf
diff --git a/studies/004-butler.pdf b/studies_pdfs/004-butler.pdf
similarity index 100%
rename from studies/004-butler.pdf
rename to studies_pdfs/004-butler.pdf
diff --git a/studies/005-crowston-shamshurin.pdf b/studies_pdfs/005-crowston-shamshurin.pdf
similarity index 100%
rename from studies/005-crowston-shamshurin.pdf
rename to studies_pdfs/005-crowston-shamshurin.pdf
diff --git a/studies/006-franke.pdf b/studies_pdfs/006-franke.pdf
similarity index 100%
rename from studies/006-franke.pdf
rename to studies_pdfs/006-franke.pdf
diff --git a/studies/007-gamalielsson.pdf b/studies_pdfs/007-gamalielsson.pdf
similarity index 100%
rename from studies/007-gamalielsson.pdf
rename to studies_pdfs/007-gamalielsson.pdf
diff --git a/studies/008-geiger.pdf b/studies_pdfs/008-geiger.pdf
similarity index 100%
rename from studies/008-geiger.pdf
rename to studies_pdfs/008-geiger.pdf
diff --git a/studies/009-hsieh.pdf b/studies_pdfs/009-hsieh.pdf
similarity index 100%
rename from studies/009-hsieh.pdf
rename to studies_pdfs/009-hsieh.pdf
diff --git a/studies/010-hu.pdf b/studies_pdfs/010-hu.pdf
similarity index 100%
rename from studies/010-hu.pdf
rename to studies_pdfs/010-hu.pdf
diff --git a/studies/011-jahanshahi.pdf b/studies_pdfs/011-jahanshahi.pdf
similarity index 100%
rename from studies/011-jahanshahi.pdf
rename to studies_pdfs/011-jahanshahi.pdf
diff --git a/studies/012-jensen-scacchi.pdf b/studies_pdfs/012-jensen-scacchi.pdf
similarity index 100%
rename from studies/012-jensen-scacchi.pdf
rename to studies_pdfs/012-jensen-scacchi.pdf
diff --git a/studies/013-klug.pdf b/studies_pdfs/013-klug.pdf
similarity index 100%
rename from studies/013-klug.pdf
rename to studies_pdfs/013-klug.pdf
diff --git a/studies/014-norskov.pdf b/studies_pdfs/014-norskov.pdf
similarity index 100%
rename from studies/014-norskov.pdf
rename to studies_pdfs/014-norskov.pdf
diff --git a/studies/015-santos.pdf b/studies_pdfs/015-santos.pdf
similarity index 100%
rename from studies/015-santos.pdf
rename to studies_pdfs/015-santos.pdf
diff --git a/studies/016-sojer-henkel.pdf b/studies_pdfs/016-sojer-henkel.pdf
similarity index 100%
rename from studies/016-sojer-henkel.pdf
rename to studies_pdfs/016-sojer-henkel.pdf
diff --git a/studies/017-wessel.pdf b/studies_pdfs/017-wessel.pdf
similarity index 100%
rename from studies/017-wessel.pdf
rename to studies_pdfs/017-wessel.pdf
diff --git a/studies/018-yin.pdf b/studies_pdfs/018-yin.pdf
similarity index 100%
rename from studies/018-yin.pdf
rename to studies_pdfs/018-yin.pdf