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Add MMLU leaderboard reproduction instructions to documentation #2587

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Apr 24, 2024
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Add MMLU leaderboard reproduction instructions to documentation #2587

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16 changes: 13 additions & 3 deletions docs/reproducing_leaderboards.md
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Original file line number Diff line number Diff line change
Expand Up @@ -47,7 +47,7 @@ export PRIORITY=2
### Classic before v0.2.4

```bash
export RUN_ENTRIES_CONF_PATH=run_specs.conf
export RUN_ENTRIES_CONF_PATH=run_entries.conf
export SCHEMA_PATH=schema_classic.yaml
export NUM_TRAIN_TRIALS=3
export MAX_EVAL_INSTANCES=1000
Expand All @@ -57,7 +57,7 @@ export PRIORITY=2
### Classic v0.2.4 and after

```bash
export RUN_ENTRIES_CONF_PATH=run_specs_lite.conf
export RUN_ENTRIES_CONF_PATH=run_entries_lite.conf
export SCHEMA_PATH=schema_classic.yaml
export NUM_TRAIN_TRIALS=1
export MAX_EVAL_INSTANCES=1000
Expand All @@ -67,9 +67,19 @@ export PRIORITY=2
### HEIM

```bash
export RUN_ENTRIES_CONF_PATH=run_specs_heim.conf
export RUN_ENTRIES_CONF_PATH=run_entries_heim.conf
export SCHEMA_PATH=schema_heim.yaml
export NUM_TRAIN_TRIALS=1
export NUM_EVAL_INSTANCES=1000
export PRIORITY=2
```

### MMLU

```bash
export RUN_ENTRIES_CONF_PATH=run_entries_mmlu.conf
export SCHEMA_PATH=schema_mmlu.yaml
export NUM_TRAIN_TRIALS=1
export NUM_EVAL_INSTANCES=10000
export PRIORITY=4
```