diff --git a/docs/reproducing_leaderboards.md b/docs/reproducing_leaderboards.md
index 72b0336edf..10a3141135 100644
--- a/docs/reproducing_leaderboards.md
+++ b/docs/reproducing_leaderboards.md
@@ -34,7 +34,7 @@ helm-server --suite $SUITE_NAME
 
 The following specifies the appropriate parameters and configuration files for a leaderboard, given its project and version number.
 
-### Lite
+### Lite for non-instruction-following models
 
 ```bash
 export RUN_ENTRIES_CONF_PATH=run_entries_lite_20240424.conf
@@ -44,6 +44,16 @@ export MAX_EVAL_INSTANCES=1000
 export PRIORITY=2
 ```
 
+### Lite for instruction-following models
+
+```bash
+export RUN_ENTRIES_CONF_PATH=run_entries_lite_20240424_output_format_instructions.conf
+export SCHEMA_PATH=schema_lite.yaml
+export NUM_TRAIN_TRIALS=1
+export MAX_EVAL_INSTANCES=1000
+export PRIORITY=2
+```
+
 ### Classic before v0.2.4
 
 ```bash
diff --git a/src/helm/benchmark/presentation/run_entries_lite_20240424_output_format_instructions.conf b/src/helm/benchmark/presentation/run_entries_lite_20240424_output_format_instructions.conf
new file mode 100644
index 0000000000..f97ffe97c7
--- /dev/null
+++ b/src/helm/benchmark/presentation/run_entries_lite_20240424_output_format_instructions.conf
@@ -0,0 +1,50 @@
+# HELM scenarios.
+
+entries: [
+  # NarrativeQA
+  {description: "narrative_qa:model=text,output_format_instructions=narrative_qa", priority: 1}
+
+  # NaturalQuestions
+  {description: "natural_qa:model=text,mode=openbook_longans,output_format_instructions=natural_qa", priority: 1}
+  {description: "natural_qa:model=text,mode=closedbook,output_format_instructions=natural_qa", priority: 1}
+
+  # OpenbookQA
+  {description: "commonsense:model=text_code,dataset=openbookqa,method=multiple_choice_joint,output_format_instructions=openbookqa", priority: 1}
+
+  # MMLU
+  {description: "mmlu:model=text,subject=abstract_algebra,output_format_instructions=mmlu", priority: 2}
+  {description: "mmlu:model=text,subject=college_chemistry,output_format_instructions=mmlu", priority: 2}
+  {description: "mmlu:model=text,subject=computer_security,output_format_instructions=mmlu", priority: 2}
+  {description: "mmlu:model=text,subject=econometrics,output_format_instructions=mmlu", priority: 2}
+  {description: "mmlu:model=text,subject=us_foreign_policy,output_format_instructions=mmlu", priority: 2}
+
+  # MATH
+  {description: "math:model=text_code,subject=number_theory,level=1,use_chain_of_thought=True", priority: 2}
+  {description: "math:model=text_code,subject=intermediate_algebra,level=1,use_chain_of_thought=True", priority: 2}
+  {description: "math:model=text_code,subject=algebra,level=1,use_chain_of_thought=True", priority: 2}
+  {description: "math:model=text_code,subject=prealgebra,level=1,use_chain_of_thought=True", priority: 2}
+  {description: "math:model=text_code,subject=geometry,level=1,use_chain_of_thought=True", priority: 2}
+  {description: "math:model=text_code,subject=counting_and_probability,level=1,use_chain_of_thought=True", priority: 2}
+  {description: "math:model=text_code,subject=precalculus,level=1,use_chain_of_thought=True", priority: 2}
+
+  # GSM
+  {description: "gsm:model=text_code,stop=none", priority: 2}
+
+  # LegalBench
+  {description: "legalbench:model=text_code,subset=abercrombie,output_format_instructions=legalbench", priority: 2}
+  {description: "legalbench:model=text_code,subset=corporate_lobbying,output_format_instructions=legalbench", priority: 2}
+  {description: "legalbench:model=text_code,subset=international_citizenship_questions,output_format_instructions=legalbench", priority: 2}
+  {description: "legalbench:model=text_code,subset=function_of_decision_section,output_format_instructions=legalbench", priority: 2}
+  {description: "legalbench:model=text_code,subset=proa,output_format_instructions=legalbench", priority: 2}
+
+  # MedQA
+  {description: "med_qa:model=text_code,output_format_instructions=med_qa", priority: 2}
+
+  # WMT14
+  {description: "wmt_14:language_pair=cs-en,model=text,output_format_instructions=wmt_14", priority: 2}
+  {description: "wmt_14:language_pair=de-en,model=text,output_format_instructions=wmt_14", priority: 2}
+  {description: "wmt_14:language_pair=fr-en,model=text,output_format_instructions=wmt_14", priority: 2}
+  {description: "wmt_14:language_pair=hi-en,model=text,output_format_instructions=wmt_14", priority: 2}
+  {description: "wmt_14:language_pair=ru-en,model=text,output_format_instructions=wmt_14", priority: 2}
+]
+