Upload folder using huggingface_hub

.gitattributes

@@ -1363,3 +1363,39 @@ classic_pythia-1b-step16000/imdb:model=EleutherAI_pythia-1b,data_augmentation=ca
 classic_pythia-1b-step16000/imdb:model=EleutherAI_pythia-1b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
 classic_pythia-1b-step16000/runs.json filter=lfs diff=lfs merge=lfs -text
 lite_pythia-1.4b-step55000/gsm:model=EleutherAI_pythia-1.4b/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=all,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=all,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=all,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=black,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=black,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=black,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=christian,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=christian,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=christian,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=female,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=female,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=female,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=male,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=male,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=male,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=muslim,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=muslim,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=muslim,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=other_religions,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=other_religions,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=other_religions,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=white,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=white,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/civil_comments:demographic=white,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/gsm:model=EleutherAI_pythia-1.4b/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/imdb:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/imdb:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/instances.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/imdb:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/imdb:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json filter=lfs diff=lfs merge=lfs -text
+classic_pythia-1.4b-step31000/runs.json filter=lfs diff=lfs merge=lfs -text

classic_pythia-1.4b-step31000/babi_qa:task=15,model=EleutherAI_pythia-1.4b/run_spec.json

@@ -0,0 +1,76 @@
+{
+  "name": "babi_qa:task=15,model=EleutherAI_pythia-1.4b",
+  "scenario_spec": {
+    "class_name": "helm.benchmark.scenarios.babi_qa_scenario.BabiQAScenario",
+    "args": {
+      "task": 15
+    }
+  },
+  "adapter_spec": {
+    "method": "generation",
+    "global_prefix": "",
+    "global_suffix": "",
+    "instructions": "",
+    "input_prefix": "Passage: ",
+    "input_suffix": "\n",
+    "reference_prefix": "A. ",
+    "reference_suffix": "\n",
+    "chain_of_thought_prefix": "",
+    "chain_of_thought_suffix": "\n",
+    "output_prefix": "Answer: ",
+    "output_suffix": "\n",
+    "instance_prefix": "\n",
+    "substitutions": [],
+    "max_train_instances": 5,
+    "max_eval_instances": 1000,
+    "num_outputs": 1,
+    "num_train_trials": 1,
+    "num_trials": 1,
+    "sample_train": true,
+    "model_deployment": "EleutherAI/pythia-1.4b",
+    "model": "EleutherAI/pythia-1.4b",
+    "model_ability": 0.0,
+    "temperature": 0.0,
+    "max_tokens": 5,
+    "stop_sequences": [
+      "\n"
+    ],
+    "multi_label": false
+  },
+  "metric_specs": [
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
+      "args": {
+        "names": [
+          "exact_match",
+          "quasi_exact_match",
+          "prefix_exact_match",
+          "quasi_prefix_exact_match"
+        ]
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
+      "args": {}
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
+      "args": {}
+    }
+  ],
+  "data_augmenter_spec": {
+    "perturbation_specs": [],
+    "should_augment_train_instances": false,
+    "should_include_original_train": false,
+    "should_skip_unchanged_train": false,
+    "should_augment_eval_instances": false,
+    "should_include_original_eval": false,
+    "should_skip_unchanged_eval": false,
+    "seeds_per_instance": 1
+  },
+  "groups": [
+    "babi_qa"
+  ],
+  "reeval_mode": false,
+  "reeval_max_samples": 50
+}

classic_pythia-1.4b-step31000/babi_qa:task=15,model=EleutherAI_pythia-1.4b/scenario.json

@@ -0,0 +1,8 @@
+{
+  "name": "babi_qa",
+  "description": "Question answering dataset with reasoning questions.",
+  "tags": [
+    "question_answering"
+  ],
+  "definition_path": "https://github.com/stanford-crfm/helm/blob/main/src/helm/benchmark/scenarios/babi_qa_scenario.py"
+}

classic_pythia-1.4b-step31000/babi_qa:task=15,model=EleutherAI_pythia-1.4b/stats.json

@@ -0,0 +1,2642 @@
+[
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 479.44994499449945,
+    "sum_squared": 229872.24975522855,
+    "min": 479.44994499449945,
+    "max": 479.44994499449945,
+    "mean": 479.44994499449945,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "training_co2_cost",
+      "split": "test"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "training_energy_cost",
+      "split": "test"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.1015851088482948,
+    "sum_squared": 0.010319534339719903,
+    "min": 0.1015851088482948,
+    "max": 0.1015851088482948,
+    "mean": 0.1015851088482948,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.41770663923013435,
+    "sum_squared": 0.1744788364569336,
+    "min": 0.41770663923013435,
+    "max": 0.41770663923013435,
+    "mean": 0.41770663923013435,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -0.8997800871156099,
+    "sum_squared": 0.8096042051697745,
+    "min": -0.8997800871156099,
+    "max": -0.8997800871156099,
+    "mean": -0.8997800871156099,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 4.70957095709571,
+    "sum_squared": 22.1800585999194,
+    "min": 4.70957095709571,
+    "max": 4.70957095709571,
+    "mean": 4.70957095709571,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 479.42857142857144,
+    "sum_squared": 229851.75510204083,
+    "min": 479.42857142857144,
+    "max": 479.42857142857144,
+    "mean": 479.42857142857144,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "training_co2_cost",
+      "split": "valid"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "training_energy_cost",
+      "split": "valid"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.10035848879552149,
+    "sum_squared": 0.010071826273320813,
+    "min": 0.10035848879552149,
+    "max": 0.10035848879552149,
+    "mean": 0.10035848879552149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.4198610487802234,
+    "sum_squared": 0.17628330028282913,
+    "min": 0.4198610487802234,
+    "max": 0.4198610487802234,
+    "mean": 0.4198610487802234,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -0.8933161719814762,
+    "sum_squared": 0.7980137831236384,
+    "min": -0.8933161719814762,
+    "max": -0.8933161719814762,
+    "mean": -0.8933161719814762,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 4.582417582417582,
+    "sum_squared": 20.9985508996498,
+    "min": 4.582417582417582,
+    "max": 4.582417582417582,
+    "mean": 4.582417582417582,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "perplexity",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 2.4590622722132256,
+    "sum_squared": 6.046987258622472,
+    "min": 2.4590622722132256,
+    "max": 2.4590622722132256,
+    "mean": 2.4590622722132256,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "bits_per_byte",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.27563195913133565,
+    "sum_squared": 0.07597297689457828,
+    "min": 0.27563195913133565,
+    "max": 0.27563195913133565,
+    "mean": 0.27563195913133565,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob_per_byte",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -0.19105351534409937,
+    "sum_squared": 0.03650144572533801,
+    "min": -0.19105351534409937,
+    "max": -0.19105351534409937,
+    "mean": -0.19105351534409937,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "perplexity",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 2.4432183643799736,
+    "sum_squared": 5.9693159760435535,
+    "min": 2.4432183643799736,
+    "max": 2.4432183643799736,
+    "mean": 2.4432183643799736,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "bits_per_byte",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.28124516984409237,
+    "sum_squared": 0.07909884556063236,
+    "min": 0.28124516984409237,
+    "max": 0.28124516984409237,
+    "mean": 0.28124516984409237,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob_per_byte",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -0.19494429652353557,
+    "sum_squared": 0.03800327874705616,
+    "min": -0.19494429652353557,
+    "max": -0.19494429652353557,
+    "mean": -0.19494429652353557,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_10_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.11077594616082756,
+    "sum_squared": 0.012271310247826565,
+    "min": 0.11077594616082756,
+    "max": 0.11077594616082756,
+    "mean": 0.11077594616082756,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_1_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.11077594616082759,
+    "sum_squared": 0.012271310247826572,
+    "min": 0.11077594616082759,
+    "max": 0.11077594616082759,
+    "mean": 0.11077594616082759,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_cov_acc_area",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.35903426884133277,
+    "sum_squared": 0.1289056062024304,
+    "min": 0.35903426884133277,
+    "max": 0.35903426884133277,
+    "mean": 0.35903426884133277,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_acc@10",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.38461538461538464,
+    "sum_squared": 0.14792899408284024,
+    "min": 0.38461538461538464,
+    "max": 0.38461538461538464,
+    "mean": 0.38461538461538464,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_coef",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.6021535830800903,
+    "sum_squared": 0.36258893761619115,
+    "min": 0.6021535830800903,
+    "max": 0.6021535830800903,
+    "mean": 0.6021535830800903,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_intercept",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -0.619588791207861,
+    "sum_squared": 0.38389027019041844,
+    "min": -0.619588791207861,
+    "max": -0.619588791207861,
+    "mean": -0.619588791207861,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_10_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.04451694058359758,
+    "sum_squared": 0.001981757998923557,
+    "min": 0.04451694058359758,
+    "max": 0.04451694058359758,
+    "mean": 0.04451694058359758,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_1_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 6.8903446058254936e-06,
+    "sum_squared": 4.7476848787028474e-11,
+    "min": 6.8903446058254936e-06,
+    "max": 6.8903446058254936e-06,
+    "mean": 6.8903446058254936e-06,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_10_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.17039828726296555,
+    "sum_squared": 0.029035576302152127,
+    "min": 0.17039828726296555,
+    "max": 0.17039828726296555,
+    "mean": 0.17039828726296555,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_1_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.11216874108791552,
+    "sum_squared": 0.012581826477247829,
+    "min": 0.11216874108791552,
+    "max": 0.11216874108791552,
+    "mean": 0.11216874108791552,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_cov_acc_area",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.43623094744927887,
+    "sum_squared": 0.1902974395124955,
+    "min": 0.43623094744927887,
+    "max": 0.43623094744927887,
+    "mean": 0.43623094744927887,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_acc@10",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.7,
+    "sum_squared": 0.48999999999999994,
+    "min": 0.7,
+    "max": 0.7,
+    "mean": 0.7,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_coef",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.2172070012408323,
+    "sum_squared": 1.4815928838696995,
+    "min": 1.2172070012408323,
+    "max": 1.2172070012408323,
+    "mean": 1.2172070012408323,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_intercept",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -0.44820634871691445,
+    "sum_squared": 0.20088893103014832,
+    "min": -0.44820634871691445,
+    "max": -0.44820634871691445,
+    "mean": -0.44820634871691445,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_10_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.1484962467045347,
+    "sum_squared": 0.022051135285334034,
+    "min": 0.1484962467045347,
+    "max": 0.1484962467045347,
+    "mean": 0.1484962467045347,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_1_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.8343164664424982e-06,
+    "sum_squared": 3.3647168990620928e-12,
+    "min": 1.8343164664424982e-06,
+    "max": 1.8343164664424982e-06,
+    "mean": 1.8343164664424982e-06,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 479.44994499449945,
+    "sum_squared": 229872.24975522855,
+    "min": 479.44994499449945,
+    "max": 479.44994499449945,
+    "mean": 479.44994499449945,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 479.44994499449945,
+    "sum_squared": 229872.24975522855,
+    "min": 479.44994499449945,
+    "max": 479.44994499449945,
+    "mean": 479.44994499449945,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1015851088482948,
+    "sum_squared": 0.010319534339719903,
+    "min": 0.1015851088482948,
+    "max": 0.1015851088482948,
+    "mean": 0.1015851088482948,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1015851088482948,
+    "sum_squared": 0.010319534339719903,
+    "min": 0.1015851088482948,
+    "max": 0.1015851088482948,
+    "mean": 0.1015851088482948,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.41770663923013435,
+    "sum_squared": 0.1744788364569336,
+    "min": 0.41770663923013435,
+    "max": 0.41770663923013435,
+    "mean": 0.41770663923013435,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.41770663923013435,
+    "sum_squared": 0.1744788364569336,
+    "min": 0.41770663923013435,
+    "max": 0.41770663923013435,
+    "mean": 0.41770663923013435,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3069306930693069,
+    "sum_squared": 0.0942064503480051,
+    "min": 0.3069306930693069,
+    "max": 0.3069306930693069,
+    "mean": 0.3069306930693069,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -0.8997800871156099,
+    "sum_squared": 0.8096042051697745,
+    "min": -0.8997800871156099,
+    "max": -0.8997800871156099,
+    "mean": -0.8997800871156099,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -0.8997800871156099,
+    "sum_squared": 0.8096042051697745,
+    "min": -0.8997800871156099,
+    "max": -0.8997800871156099,
+    "mean": -0.8997800871156099,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 4.70957095709571,
+    "sum_squared": 22.1800585999194,
+    "min": 4.70957095709571,
+    "max": 4.70957095709571,
+    "mean": 4.70957095709571,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 4.70957095709571,
+    "sum_squared": 22.1800585999194,
+    "min": 4.70957095709571,
+    "max": 4.70957095709571,
+    "mean": 4.70957095709571,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 479.42857142857144,
+    "sum_squared": 229851.75510204083,
+    "min": 479.42857142857144,
+    "max": 479.42857142857144,
+    "mean": 479.42857142857144,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 479.42857142857144,
+    "sum_squared": 229851.75510204083,
+    "min": 479.42857142857144,
+    "max": 479.42857142857144,
+    "mean": 479.42857142857144,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10035848879552149,
+    "sum_squared": 0.010071826273320813,
+    "min": 0.10035848879552149,
+    "max": 0.10035848879552149,
+    "mean": 0.10035848879552149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10035848879552149,
+    "sum_squared": 0.010071826273320813,
+    "min": 0.10035848879552149,
+    "max": 0.10035848879552149,
+    "mean": 0.10035848879552149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.4198610487802234,
+    "sum_squared": 0.17628330028282913,
+    "min": 0.4198610487802234,
+    "max": 0.4198610487802234,
+    "mean": 0.4198610487802234,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.4198610487802234,
+    "sum_squared": 0.17628330028282913,
+    "min": 0.4198610487802234,
+    "max": 0.4198610487802234,
+    "mean": 0.4198610487802234,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3076923076923077,
+    "sum_squared": 0.09467455621301776,
+    "min": 0.3076923076923077,
+    "max": 0.3076923076923077,
+    "mean": 0.3076923076923077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -0.8933161719814762,
+    "sum_squared": 0.7980137831236384,
+    "min": -0.8933161719814762,
+    "max": -0.8933161719814762,
+    "mean": -0.8933161719814762,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -0.8933161719814762,
+    "sum_squared": 0.7980137831236384,
+    "min": -0.8933161719814762,
+    "max": -0.8933161719814762,
+    "mean": -0.8933161719814762,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 4.582417582417582,
+    "sum_squared": 20.9985508996498,
+    "min": 4.582417582417582,
+    "max": 4.582417582417582,
+    "mean": 4.582417582417582,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 4.582417582417582,
+    "sum_squared": 20.9985508996498,
+    "min": 4.582417582417582,
+    "max": 4.582417582417582,
+    "mean": 4.582417582417582,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_instances",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 909.0,
+    "sum_squared": 826281.0,
+    "min": 909.0,
+    "max": 909.0,
+    "mean": 909.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_instances",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 91.0,
+    "sum_squared": 8281.0,
+    "min": 91.0,
+    "max": 91.0,
+    "mean": 91.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  }
+]

classic_pythia-1.4b-step31000/babi_qa:task=19,model=EleutherAI_pythia-1.4b/run_spec.json

@@ -0,0 +1,76 @@
+{
+  "name": "babi_qa:task=19,model=EleutherAI_pythia-1.4b",
+  "scenario_spec": {
+    "class_name": "helm.benchmark.scenarios.babi_qa_scenario.BabiQAScenario",
+    "args": {
+      "task": 19
+    }
+  },
+  "adapter_spec": {
+    "method": "generation",
+    "global_prefix": "",
+    "global_suffix": "",
+    "instructions": "",
+    "input_prefix": "Passage: ",
+    "input_suffix": "\n",
+    "reference_prefix": "A. ",
+    "reference_suffix": "\n",
+    "chain_of_thought_prefix": "",
+    "chain_of_thought_suffix": "\n",
+    "output_prefix": "Answer: ",
+    "output_suffix": "\n",
+    "instance_prefix": "\n",
+    "substitutions": [],
+    "max_train_instances": 5,
+    "max_eval_instances": 1000,
+    "num_outputs": 1,
+    "num_train_trials": 1,
+    "num_trials": 1,
+    "sample_train": true,
+    "model_deployment": "EleutherAI/pythia-1.4b",
+    "model": "EleutherAI/pythia-1.4b",
+    "model_ability": 0.0,
+    "temperature": 0.0,
+    "max_tokens": 5,
+    "stop_sequences": [
+      "\n"
+    ],
+    "multi_label": false
+  },
+  "metric_specs": [
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
+      "args": {
+        "names": [
+          "exact_match",
+          "quasi_exact_match",
+          "prefix_exact_match",
+          "quasi_prefix_exact_match"
+        ]
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
+      "args": {}
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
+      "args": {}
+    }
+  ],
+  "data_augmenter_spec": {
+    "perturbation_specs": [],
+    "should_augment_train_instances": false,
+    "should_include_original_train": false,
+    "should_skip_unchanged_train": false,
+    "should_augment_eval_instances": false,
+    "should_include_original_eval": false,
+    "should_skip_unchanged_eval": false,
+    "seeds_per_instance": 1
+  },
+  "groups": [
+    "babi_qa"
+  ],
+  "reeval_mode": false,
+  "reeval_max_samples": 50
+}

classic_pythia-1.4b-step31000/babi_qa:task=19,model=EleutherAI_pythia-1.4b/scenario.json

@@ -0,0 +1,8 @@
+{
+  "name": "babi_qa",
+  "description": "Question answering dataset with reasoning questions.",
+  "tags": [
+    "question_answering"
+  ],
+  "definition_path": "https://github.com/stanford-crfm/helm/blob/main/src/helm/benchmark/scenarios/babi_qa_scenario.py"
+}

classic_pythia-1.4b-step31000/babi_qa:task=19,model=EleutherAI_pythia-1.4b/stats.json

@@ -0,0 +1,2642 @@
+[
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 404.0,
+    "sum_squared": 163216.0,
+    "min": 404.0,
+    "max": 404.0,
+    "mean": 404.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "training_co2_cost",
+      "split": "test"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "training_energy_cost",
+      "split": "test"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.10311737705772073,
+    "sum_squared": 0.010633193451264148,
+    "min": 0.10311737705772073,
+    "max": 0.10311737705772073,
+    "mean": 0.10311737705772073,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.1734237751454539,
+    "sum_squared": 0.030075805785700953,
+    "min": 0.1734237751454539,
+    "max": 0.1734237751454539,
+    "mean": 0.1734237751454539,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -1.7783253305520947,
+    "sum_squared": 3.162440981283217,
+    "min": -1.7783253305520947,
+    "max": -1.7783253305520947,
+    "mean": -1.7783253305520947,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 10.921892189218921,
+    "sum_squared": 119.28772899292127,
+    "min": 10.921892189218921,
+    "max": 10.921892189218921,
+    "mean": 10.921892189218921,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 404.0,
+    "sum_squared": 163216.0,
+    "min": 404.0,
+    "max": 404.0,
+    "mean": 404.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "training_co2_cost",
+      "split": "valid"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "training_energy_cost",
+      "split": "valid"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.10335399292327546,
+    "sum_squared": 0.010682047853184475,
+    "min": 0.10335399292327546,
+    "max": 0.10335399292327546,
+    "mean": 0.10335399292327546,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.17092443106698663,
+    "sum_squared": 0.029215161135573063,
+    "min": 0.17092443106698663,
+    "max": 0.17092443106698663,
+    "mean": 0.17092443106698663,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -1.7910076802248482,
+    "sum_squared": 3.2077085106243923,
+    "min": -1.7910076802248482,
+    "max": -1.7910076802248482,
+    "mean": -1.7910076802248482,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 10.868131868131869,
+    "sum_squared": 118.1162903031035,
+    "min": 10.868131868131869,
+    "max": 10.868131868131869,
+    "mean": 10.868131868131869,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "perplexity",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 2.4330914861078474,
+    "sum_squared": 5.919934179770493,
+    "min": 2.4330914861078474,
+    "max": 2.4330914861078474,
+    "mean": 2.4330914861078474,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "bits_per_byte",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.23490262410823257,
+    "sum_squared": 0.055179242812933606,
+    "min": 0.23490262410823257,
+    "max": 0.23490262410823257,
+    "mean": 0.23490262410823257,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob_per_byte",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -0.16282209160675404,
+    "sum_squared": 0.026511033515198203,
+    "min": -0.16282209160675404,
+    "max": -0.16282209160675404,
+    "mean": -0.16282209160675404,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "perplexity",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 2.4485691660878306,
+    "sum_squared": 5.9954909611160545,
+    "min": 2.4485691660878306,
+    "max": 2.4485691660878306,
+    "mean": 2.4485691660878306,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "bits_per_byte",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.23774811805799148,
+    "sum_squared": 0.056524167640116654,
+    "min": 0.23774811805799148,
+    "max": 0.23774811805799148,
+    "mean": 0.23774811805799148,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob_per_byte",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -0.1647944377153298,
+    "sum_squared": 0.027157206701911716,
+    "min": -0.1647944377153298,
+    "max": -0.1647944377153298,
+    "mean": -0.1647944377153298,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_10_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.09531596436437584,
+    "sum_squared": 0.009085133062710965,
+    "min": 0.09531596436437584,
+    "max": 0.09531596436437584,
+    "mean": 0.09531596436437584,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_1_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.09531596436437588,
+    "sum_squared": 0.009085133062710972,
+    "min": 0.09531596436437588,
+    "max": 0.09531596436437588,
+    "mean": 0.09531596436437588,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_cov_acc_area",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.08712441861957083,
+    "sum_squared": 0.007590664319798221,
+    "min": 0.08712441861957083,
+    "max": 0.08712441861957083,
+    "mean": 0.08712441861957083,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_acc@10",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_coef",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.39910038963911654,
+    "sum_squared": 0.15928112101009465,
+    "min": 0.39910038963911654,
+    "max": 0.39910038963911654,
+    "mean": 0.39910038963911654,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_intercept",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -1.8402771271204983,
+    "sum_squared": 3.3866199046028744,
+    "min": -1.8402771271204983,
+    "max": -1.8402771271204983,
+    "mean": -1.8402771271204983,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_10_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.029307572610210247,
+    "sum_squared": 0.0008589338123027459,
+    "min": 0.029307572610210247,
+    "max": 0.029307572610210247,
+    "mean": 0.029307572610210247,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_1_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.144742287920164e-06,
+    "sum_squared": 1.3104349057526919e-12,
+    "min": 1.144742287920164e-06,
+    "max": 1.144742287920164e-06,
+    "mean": 1.144742287920164e-06,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_10_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.11134213077052037,
+    "sum_squared": 0.012397070084519658,
+    "min": 0.11134213077052037,
+    "max": 0.11134213077052037,
+    "mean": 0.11134213077052037,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_1_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.10499036513292077,
+    "sum_squared": 0.011022976770744026,
+    "min": 0.10499036513292077,
+    "max": 0.10499036513292077,
+    "mean": 0.10499036513292077,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_cov_acc_area",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.1710562406076166,
+    "sum_squared": 0.02926023745081082,
+    "min": 0.1710562406076166,
+    "max": 0.1710562406076166,
+    "mean": 0.1710562406076166,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_acc@10",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.2,
+    "sum_squared": 0.04000000000000001,
+    "min": 0.2,
+    "max": 0.2,
+    "mean": 0.2,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_coef",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 8.350245167140725,
+    "sum_squared": 69.72659435135704,
+    "min": 8.350245167140725,
+    "max": 8.350245167140725,
+    "mean": 8.350245167140725,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_intercept",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 9.124174220404045,
+    "sum_squared": 83.25055520428576,
+    "min": 9.124174220404045,
+    "max": 9.124174220404045,
+    "mean": 9.124174220404045,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_10_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.044995130886742014,
+    "sum_squared": 0.002024561803515045,
+    "min": 0.044995130886742014,
+    "max": 0.044995130886742014,
+    "mean": 0.044995130886742014,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_1_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 3.099501407625993e-05,
+    "sum_squared": 9.606908975875513e-10,
+    "min": 3.099501407625993e-05,
+    "max": 3.099501407625993e-05,
+    "mean": 3.099501407625993e-05,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 404.0,
+    "sum_squared": 163216.0,
+    "min": 404.0,
+    "max": 404.0,
+    "mean": 404.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 404.0,
+    "sum_squared": 163216.0,
+    "min": 404.0,
+    "max": 404.0,
+    "mean": 404.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10311737705772073,
+    "sum_squared": 0.010633193451264148,
+    "min": 0.10311737705772073,
+    "max": 0.10311737705772073,
+    "mean": 0.10311737705772073,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10311737705772073,
+    "sum_squared": 0.010633193451264148,
+    "min": 0.10311737705772073,
+    "max": 0.10311737705772073,
+    "mean": 0.10311737705772073,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1734237751454539,
+    "sum_squared": 0.030075805785700953,
+    "min": 0.1734237751454539,
+    "max": 0.1734237751454539,
+    "mean": 0.1734237751454539,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1734237751454539,
+    "sum_squared": 0.030075805785700953,
+    "min": 0.1734237751454539,
+    "max": 0.1734237751454539,
+    "mean": 0.1734237751454539,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0781078107810781,
+    "sum_squared": 0.006100830105012701,
+    "min": 0.0781078107810781,
+    "max": 0.0781078107810781,
+    "mean": 0.0781078107810781,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.7783253305520947,
+    "sum_squared": 3.162440981283217,
+    "min": -1.7783253305520947,
+    "max": -1.7783253305520947,
+    "mean": -1.7783253305520947,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.7783253305520947,
+    "sum_squared": 3.162440981283217,
+    "min": -1.7783253305520947,
+    "max": -1.7783253305520947,
+    "mean": -1.7783253305520947,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 10.921892189218921,
+    "sum_squared": 119.28772899292127,
+    "min": 10.921892189218921,
+    "max": 10.921892189218921,
+    "mean": 10.921892189218921,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 10.921892189218921,
+    "sum_squared": 119.28772899292127,
+    "min": 10.921892189218921,
+    "max": 10.921892189218921,
+    "mean": 10.921892189218921,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 404.0,
+    "sum_squared": 163216.0,
+    "min": 404.0,
+    "max": 404.0,
+    "mean": 404.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 404.0,
+    "sum_squared": 163216.0,
+    "min": 404.0,
+    "max": 404.0,
+    "mean": 404.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10335399292327546,
+    "sum_squared": 0.010682047853184475,
+    "min": 0.10335399292327546,
+    "max": 0.10335399292327546,
+    "mean": 0.10335399292327546,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10335399292327546,
+    "sum_squared": 0.010682047853184475,
+    "min": 0.10335399292327546,
+    "max": 0.10335399292327546,
+    "mean": 0.10335399292327546,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.17092443106698663,
+    "sum_squared": 0.029215161135573063,
+    "min": 0.17092443106698663,
+    "max": 0.17092443106698663,
+    "mean": 0.17092443106698663,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.17092443106698663,
+    "sum_squared": 0.029215161135573063,
+    "min": 0.17092443106698663,
+    "max": 0.17092443106698663,
+    "mean": 0.17092443106698663,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.06593406593406594,
+    "sum_squared": 0.004347301050597754,
+    "min": 0.06593406593406594,
+    "max": 0.06593406593406594,
+    "mean": 0.06593406593406594,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.7910076802248482,
+    "sum_squared": 3.2077085106243923,
+    "min": -1.7910076802248482,
+    "max": -1.7910076802248482,
+    "mean": -1.7910076802248482,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.7910076802248482,
+    "sum_squared": 3.2077085106243923,
+    "min": -1.7910076802248482,
+    "max": -1.7910076802248482,
+    "mean": -1.7910076802248482,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.0,
+    "sum_squared": 4.0,
+    "min": 2.0,
+    "max": 2.0,
+    "mean": 2.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 10.868131868131869,
+    "sum_squared": 118.1162903031035,
+    "min": 10.868131868131869,
+    "max": 10.868131868131869,
+    "mean": 10.868131868131869,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 10.868131868131869,
+    "sum_squared": 118.1162903031035,
+    "min": 10.868131868131869,
+    "max": 10.868131868131869,
+    "mean": 10.868131868131869,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_instances",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 909.0,
+    "sum_squared": 826281.0,
+    "min": 909.0,
+    "max": 909.0,
+    "mean": 909.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_instances",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 91.0,
+    "sum_squared": 8281.0,
+    "min": 91.0,
+    "max": 91.0,
+    "mean": 91.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  }
+]

classic_pythia-1.4b-step31000/babi_qa:task=3,model=EleutherAI_pythia-1.4b/run_spec.json

@@ -0,0 +1,76 @@
+{
+  "name": "babi_qa:task=3,model=EleutherAI_pythia-1.4b",
+  "scenario_spec": {
+    "class_name": "helm.benchmark.scenarios.babi_qa_scenario.BabiQAScenario",
+    "args": {
+      "task": 3
+    }
+  },
+  "adapter_spec": {
+    "method": "generation",
+    "global_prefix": "",
+    "global_suffix": "",
+    "instructions": "",
+    "input_prefix": "Passage: ",
+    "input_suffix": "\n",
+    "reference_prefix": "A. ",
+    "reference_suffix": "\n",
+    "chain_of_thought_prefix": "",
+    "chain_of_thought_suffix": "\n",
+    "output_prefix": "Answer: ",
+    "output_suffix": "\n",
+    "instance_prefix": "\n",
+    "substitutions": [],
+    "max_train_instances": 5,
+    "max_eval_instances": 1000,
+    "num_outputs": 1,
+    "num_train_trials": 1,
+    "num_trials": 1,
+    "sample_train": true,
+    "model_deployment": "EleutherAI/pythia-1.4b",
+    "model": "EleutherAI/pythia-1.4b",
+    "model_ability": 0.0,
+    "temperature": 0.0,
+    "max_tokens": 5,
+    "stop_sequences": [
+      "\n"
+    ],
+    "multi_label": false
+  },
+  "metric_specs": [
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
+      "args": {
+        "names": [
+          "exact_match",
+          "quasi_exact_match",
+          "prefix_exact_match",
+          "quasi_prefix_exact_match"
+        ]
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
+      "args": {}
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
+      "args": {}
+    }
+  ],
+  "data_augmenter_spec": {
+    "perturbation_specs": [],
+    "should_augment_train_instances": false,
+    "should_include_original_train": false,
+    "should_skip_unchanged_train": false,
+    "should_augment_eval_instances": false,
+    "should_include_original_eval": false,
+    "should_skip_unchanged_eval": false,
+    "seeds_per_instance": 1
+  },
+  "groups": [
+    "babi_qa"
+  ],
+  "reeval_mode": false,
+  "reeval_max_samples": 50
+}

classic_pythia-1.4b-step31000/babi_qa:task=3,model=EleutherAI_pythia-1.4b/scenario.json

@@ -0,0 +1,8 @@
+{
+  "name": "babi_qa",
+  "description": "Question answering dataset with reasoning questions.",
+  "tags": [
+    "question_answering"
+  ],
+  "definition_path": "https://github.com/stanford-crfm/helm/blob/main/src/helm/benchmark/scenarios/babi_qa_scenario.py"
+}

classic_pythia-1.4b-step31000/babi_qa:task=3,model=EleutherAI_pythia-1.4b/stats.json

@@ -0,0 +1,2642 @@
+[
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1811.1584158415842,
+    "sum_squared": 3280294.8072737968,
+    "min": 1811.1584158415842,
+    "max": 1811.1584158415842,
+    "mean": 1811.1584158415842,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "training_co2_cost",
+      "split": "test"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "training_energy_cost",
+      "split": "test"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.34734225876391656,
+    "sum_squared": 0.12064664472321956,
+    "min": 0.34734225876391656,
+    "max": 0.34734225876391656,
+    "mean": 0.34734225876391656,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 2.5962596259625963,
+    "sum_squared": 6.74056404540344,
+    "min": 2.5962596259625963,
+    "max": 2.5962596259625963,
+    "mean": 2.5962596259625963,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.37117400294878333,
+    "sum_squared": 0.13777014046502342,
+    "min": 0.37117400294878333,
+    "max": 0.37117400294878333,
+    "mean": 0.37117400294878333,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -1.0094453571128634,
+    "sum_squared": 1.0189799289967163,
+    "min": -1.0094453571128634,
+    "max": -1.0094453571128634,
+    "mean": -1.0094453571128634,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 8.921892189218921,
+    "sum_squared": 79.6001602360456,
+    "min": 8.921892189218921,
+    "max": 8.921892189218921,
+    "mean": 8.921892189218921,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1833.8351648351647,
+    "sum_squared": 3362951.4117860156,
+    "min": 1833.8351648351647,
+    "max": 1833.8351648351647,
+    "mean": 1833.8351648351647,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "training_co2_cost",
+      "split": "valid"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "training_energy_cost",
+      "split": "valid"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.3481221513433771,
+    "sum_squared": 0.12118903225594115,
+    "min": 0.3481221513433771,
+    "max": 0.3481221513433771,
+    "mean": 0.3481221513433771,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 2.5934065934065935,
+    "sum_squared": 6.725757758724792,
+    "min": 2.5934065934065935,
+    "max": 2.5934065934065935,
+    "mean": 2.5934065934065935,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.3601253022078913,
+    "sum_squared": 0.12969023329032503,
+    "min": 0.3601253022078913,
+    "max": 0.3601253022078913,
+    "mean": 0.3601253022078913,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -1.043352743099024,
+    "sum_squared": 1.088584946532258,
+    "min": -1.043352743099024,
+    "max": -1.043352743099024,
+    "mean": -1.043352743099024,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 8.758241758241759,
+    "sum_squared": 76.7067986958097,
+    "min": 8.758241758241759,
+    "max": 8.758241758241759,
+    "mean": 8.758241758241759,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "perplexity",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 2.7440786091778353,
+    "sum_squared": 7.529967413347363,
+    "min": 2.7440786091778353,
+    "max": 2.7440786091778353,
+    "mean": 2.7440786091778353,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "bits_per_byte",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.16323015116848352,
+    "sum_squared": 0.026644082250485982,
+    "min": 0.16323015116848352,
+    "max": 0.16323015116848352,
+    "mean": 0.16323015116848352,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob_per_byte",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -0.113142519064808,
+    "sum_squared": 0.012801229620330442,
+    "min": -0.113142519064808,
+    "max": -0.113142519064808,
+    "mean": -0.113142519064808,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "perplexity",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 2.838718571411507,
+    "sum_squared": 8.058323127676587,
+    "min": 2.838718571411507,
+    "max": 2.838718571411507,
+    "mean": 2.838718571411507,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "bits_per_byte",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.17186552619998008,
+    "sum_squared": 0.029537759095996038,
+    "min": 0.17186552619998008,
+    "max": 0.17186552619998008,
+    "mean": 0.17186552619998008,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob_per_byte",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -0.1191281049209676,
+    "sum_squared": 0.014191505382061067,
+    "min": -0.1191281049209676,
+    "max": -0.1191281049209676,
+    "mean": -0.1191281049209676,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_10_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.17755464101258958,
+    "sum_squared": 0.03152565054510956,
+    "min": 0.17755464101258958,
+    "max": 0.17755464101258958,
+    "mean": 0.17755464101258958,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_1_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.17755464101258955,
+    "sum_squared": 0.03152565054510955,
+    "min": 0.17755464101258955,
+    "max": 0.17755464101258955,
+    "mean": 0.17755464101258955,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_cov_acc_area",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.23436164283455244,
+    "sum_squared": 0.054925379632110326,
+    "min": 0.23436164283455244,
+    "max": 0.23436164283455244,
+    "mean": 0.23436164283455244,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_acc@10",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.31868131868131866,
+    "sum_squared": 0.10155778287646418,
+    "min": 0.31868131868131866,
+    "max": 0.31868131868131866,
+    "mean": 0.31868131868131866,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_coef",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.8544981900004246,
+    "sum_squared": 0.7301671567140018,
+    "min": 0.8544981900004246,
+    "max": 0.8544981900004246,
+    "mean": 0.8544981900004246,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_intercept",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -0.9873956022370529,
+    "sum_squared": 0.9749500753170725,
+    "min": -0.9873956022370529,
+    "max": -0.9873956022370529,
+    "mean": -0.9873956022370529,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_10_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.021627821735242955,
+    "sum_squared": 0.0004677626730114476,
+    "min": 0.021627821735242955,
+    "max": 0.021627821735242955,
+    "mean": 0.021627821735242955,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_1_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.975248653821038e-05,
+    "sum_squared": 3.901607244421822e-10,
+    "min": 1.975248653821038e-05,
+    "max": 1.975248653821038e-05,
+    "mean": 1.975248653821038e-05,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_10_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.25023519231778146,
+    "sum_squared": 0.06261765147431707,
+    "min": 0.25023519231778146,
+    "max": 0.25023519231778146,
+    "mean": 0.25023519231778146,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_1_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.25023519231778146,
+    "sum_squared": 0.06261765147431707,
+    "min": 0.25023519231778146,
+    "max": 0.25023519231778146,
+    "mean": 0.25023519231778146,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_cov_acc_area",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.17343931825055228,
+    "sum_squared": 0.030081197115216358,
+    "min": 0.17343931825055228,
+    "max": 0.17343931825055228,
+    "mean": 0.17343931825055228,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_acc@10",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.2,
+    "sum_squared": 0.04000000000000001,
+    "min": 0.2,
+    "max": 0.2,
+    "mean": 0.2,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_coef",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 2.1765112620198632,
+    "sum_squared": 4.737201273699298,
+    "min": 2.1765112620198632,
+    "max": 2.1765112620198632,
+    "mean": 2.1765112620198632,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_intercept",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -1.0156373611557254,
+    "sum_squared": 1.0315192493753655,
+    "min": -1.0156373611557254,
+    "max": -1.0156373611557254,
+    "mean": -1.0156373611557254,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_10_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0859467915812163,
+    "sum_squared": 0.007386850983105034,
+    "min": 0.0859467915812163,
+    "max": 0.0859467915812163,
+    "mean": 0.0859467915812163,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_1_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 4.640569161218355e-06,
+    "sum_squared": 2.1534882140050828e-11,
+    "min": 4.640569161218355e-06,
+    "max": 4.640569161218355e-06,
+    "mean": 4.640569161218355e-06,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1811.1584158415842,
+    "sum_squared": 3280294.8072737968,
+    "min": 1811.1584158415842,
+    "max": 1811.1584158415842,
+    "mean": 1811.1584158415842,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1811.1584158415842,
+    "sum_squared": 3280294.8072737968,
+    "min": 1811.1584158415842,
+    "max": 1811.1584158415842,
+    "mean": 1811.1584158415842,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.34734225876391656,
+    "sum_squared": 0.12064664472321956,
+    "min": 0.34734225876391656,
+    "max": 0.34734225876391656,
+    "mean": 0.34734225876391656,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.34734225876391656,
+    "sum_squared": 0.12064664472321956,
+    "min": 0.34734225876391656,
+    "max": 0.34734225876391656,
+    "mean": 0.34734225876391656,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.5962596259625963,
+    "sum_squared": 6.74056404540344,
+    "min": 2.5962596259625963,
+    "max": 2.5962596259625963,
+    "mean": 2.5962596259625963,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.5962596259625963,
+    "sum_squared": 6.74056404540344,
+    "min": 2.5962596259625963,
+    "max": 2.5962596259625963,
+    "mean": 2.5962596259625963,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.37117400294878333,
+    "sum_squared": 0.13777014046502342,
+    "min": 0.37117400294878333,
+    "max": 0.37117400294878333,
+    "mean": 0.37117400294878333,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.37117400294878333,
+    "sum_squared": 0.13777014046502342,
+    "min": 0.37117400294878333,
+    "max": 0.37117400294878333,
+    "mean": 0.37117400294878333,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.1936193619361936,
+    "sum_squared": 0.03748845731657874,
+    "min": 0.1936193619361936,
+    "max": 0.1936193619361936,
+    "mean": 0.1936193619361936,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.0094453571128634,
+    "sum_squared": 1.0189799289967163,
+    "min": -1.0094453571128634,
+    "max": -1.0094453571128634,
+    "mean": -1.0094453571128634,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.0094453571128634,
+    "sum_squared": 1.0189799289967163,
+    "min": -1.0094453571128634,
+    "max": -1.0094453571128634,
+    "mean": -1.0094453571128634,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 8.921892189218921,
+    "sum_squared": 79.6001602360456,
+    "min": 8.921892189218921,
+    "max": 8.921892189218921,
+    "mean": 8.921892189218921,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 8.921892189218921,
+    "sum_squared": 79.6001602360456,
+    "min": 8.921892189218921,
+    "max": 8.921892189218921,
+    "mean": 8.921892189218921,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1833.8351648351647,
+    "sum_squared": 3362951.4117860156,
+    "min": 1833.8351648351647,
+    "max": 1833.8351648351647,
+    "mean": 1833.8351648351647,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1833.8351648351647,
+    "sum_squared": 3362951.4117860156,
+    "min": 1833.8351648351647,
+    "max": 1833.8351648351647,
+    "mean": 1833.8351648351647,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3481221513433771,
+    "sum_squared": 0.12118903225594115,
+    "min": 0.3481221513433771,
+    "max": 0.3481221513433771,
+    "mean": 0.3481221513433771,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3481221513433771,
+    "sum_squared": 0.12118903225594115,
+    "min": 0.3481221513433771,
+    "max": 0.3481221513433771,
+    "mean": 0.3481221513433771,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.5934065934065935,
+    "sum_squared": 6.725757758724792,
+    "min": 2.5934065934065935,
+    "max": 2.5934065934065935,
+    "mean": 2.5934065934065935,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 2.5934065934065935,
+    "sum_squared": 6.725757758724792,
+    "min": 2.5934065934065935,
+    "max": 2.5934065934065935,
+    "mean": 2.5934065934065935,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3601253022078913,
+    "sum_squared": 0.12969023329032503,
+    "min": 0.3601253022078913,
+    "max": 0.3601253022078913,
+    "mean": 0.3601253022078913,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3601253022078913,
+    "sum_squared": 0.12969023329032503,
+    "min": 0.3601253022078913,
+    "max": 0.3601253022078913,
+    "mean": 0.3601253022078913,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10989010989010989,
+    "sum_squared": 0.012075836251660426,
+    "min": 0.10989010989010989,
+    "max": 0.10989010989010989,
+    "mean": 0.10989010989010989,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.043352743099024,
+    "sum_squared": 1.088584946532258,
+    "min": -1.043352743099024,
+    "max": -1.043352743099024,
+    "mean": -1.043352743099024,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.043352743099024,
+    "sum_squared": 1.088584946532258,
+    "min": -1.043352743099024,
+    "max": -1.043352743099024,
+    "mean": -1.043352743099024,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 8.758241758241759,
+    "sum_squared": 76.7067986958097,
+    "min": 8.758241758241759,
+    "max": 8.758241758241759,
+    "mean": 8.758241758241759,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 8.758241758241759,
+    "sum_squared": 76.7067986958097,
+    "min": 8.758241758241759,
+    "max": 8.758241758241759,
+    "mean": 8.758241758241759,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_instances",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 909.0,
+    "sum_squared": 826281.0,
+    "min": 909.0,
+    "max": 909.0,
+    "mean": 909.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_instances",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 91.0,
+    "sum_squared": 8281.0,
+    "min": 91.0,
+    "max": 91.0,
+    "mean": 91.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  }
+]

classic_pythia-1.4b-step31000/babi_qa:task=all,model=EleutherAI_pythia-1.4b/run_spec.json

@@ -0,0 +1,76 @@
+{
+  "name": "babi_qa:task=all,model=EleutherAI_pythia-1.4b",
+  "scenario_spec": {
+    "class_name": "helm.benchmark.scenarios.babi_qa_scenario.BabiQAScenario",
+    "args": {
+      "task": "all"
+    }
+  },
+  "adapter_spec": {
+    "method": "generation",
+    "global_prefix": "",
+    "global_suffix": "",
+    "instructions": "",
+    "input_prefix": "Passage: ",
+    "input_suffix": "\n",
+    "reference_prefix": "A. ",
+    "reference_suffix": "\n",
+    "chain_of_thought_prefix": "",
+    "chain_of_thought_suffix": "\n",
+    "output_prefix": "Answer: ",
+    "output_suffix": "\n",
+    "instance_prefix": "\n",
+    "substitutions": [],
+    "max_train_instances": 5,
+    "max_eval_instances": 1000,
+    "num_outputs": 1,
+    "num_train_trials": 1,
+    "num_trials": 1,
+    "sample_train": true,
+    "model_deployment": "EleutherAI/pythia-1.4b",
+    "model": "EleutherAI/pythia-1.4b",
+    "model_ability": 0.0,
+    "temperature": 0.0,
+    "max_tokens": 5,
+    "stop_sequences": [
+      "\n"
+    ],
+    "multi_label": false
+  },
+  "metric_specs": [
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
+      "args": {
+        "names": [
+          "exact_match",
+          "quasi_exact_match",
+          "prefix_exact_match",
+          "quasi_prefix_exact_match"
+        ]
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
+      "args": {}
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
+      "args": {}
+    }
+  ],
+  "data_augmenter_spec": {
+    "perturbation_specs": [],
+    "should_augment_train_instances": false,
+    "should_include_original_train": false,
+    "should_skip_unchanged_train": false,
+    "should_augment_eval_instances": false,
+    "should_include_original_eval": false,
+    "should_skip_unchanged_eval": false,
+    "seeds_per_instance": 1
+  },
+  "groups": [
+    "babi_qa"
+  ],
+  "reeval_mode": false,
+  "reeval_max_samples": 50
+}

classic_pythia-1.4b-step31000/babi_qa:task=all,model=EleutherAI_pythia-1.4b/scenario.json

@@ -0,0 +1,8 @@
+{
+  "name": "babi_qa",
+  "description": "Question answering dataset with reasoning questions.",
+  "tags": [
+    "question_answering"
+  ],
+  "definition_path": "https://github.com/stanford-crfm/helm/blob/main/src/helm/benchmark/scenarios/babi_qa_scenario.py"
+}

classic_pythia-1.4b-step31000/babi_qa:task=all,model=EleutherAI_pythia-1.4b/stats.json

@@ -0,0 +1,2642 @@
+[
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 434.6710816777042,
+    "sum_squared": 188938.94924686538,
+    "min": 434.6710816777042,
+    "max": 434.6710816777042,
+    "mean": 434.6710816777042,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "training_co2_cost",
+      "split": "test"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "training_energy_cost",
+      "split": "test"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.09977551564475559,
+    "sum_squared": 0.009955153522176867,
+    "min": 0.09977551564475559,
+    "max": 0.09977551564475559,
+    "mean": 0.09977551564475559,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.3855396883391346,
+    "sum_squared": 0.14864085128463703,
+    "min": 0.3855396883391346,
+    "max": 0.3855396883391346,
+    "mean": 0.3855396883391346,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.3708609271523179,
+    "sum_squared": 0.13753782728827685,
+    "min": 0.3708609271523179,
+    "max": 0.3708609271523179,
+    "mean": 0.3708609271523179,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.38079470198675497,
+    "sum_squared": 0.14500460506118154,
+    "min": 0.38079470198675497,
+    "max": 0.38079470198675497,
+    "mean": 0.38079470198675497,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.3730684326710817,
+    "sum_squared": 0.13918005545565743,
+    "min": 0.3730684326710817,
+    "max": 0.3730684326710817,
+    "mean": 0.3730684326710817,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.3830022075055188,
+    "sum_squared": 0.14669069095410045,
+    "min": 0.3830022075055188,
+    "max": 0.3830022075055188,
+    "mean": 0.3830022075055188,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -1.3344287966960366,
+    "sum_squared": 1.7807002134516323,
+    "min": -1.3344287966960366,
+    "max": -1.3344287966960366,
+    "mean": -1.3344287966960366,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 6.993377483443709,
+    "sum_squared": 48.90732862593746,
+    "min": 6.993377483443709,
+    "max": 6.993377483443709,
+    "mean": 6.993377483443709,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 458.1808510638298,
+    "sum_squared": 209929.69228157538,
+    "min": 458.1808510638298,
+    "max": 458.1808510638298,
+    "mean": 458.1808510638298,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "training_co2_cost",
+      "split": "valid"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "training_energy_cost",
+      "split": "valid"
+    },
+    "count": 0,
+    "sum": 0,
+    "sum_squared": 0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.10063033661943802,
+    "sum_squared": 0.010126464648141407,
+    "min": 0.10063033661943802,
+    "max": 0.10063033661943802,
+    "mean": 0.10063033661943802,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.35967797745548663,
+    "sum_squared": 0.12936824746646955,
+    "min": 0.35967797745548663,
+    "max": 0.35967797745548663,
+    "mean": 0.35967797745548663,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.35106382978723405,
+    "sum_squared": 0.12324581258488004,
+    "min": 0.35106382978723405,
+    "max": 0.35106382978723405,
+    "mean": 0.35106382978723405,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.3723404255319149,
+    "sum_squared": 0.13863739248528745,
+    "min": 0.3723404255319149,
+    "max": 0.3723404255319149,
+    "mean": 0.3723404255319149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.35106382978723405,
+    "sum_squared": 0.12324581258488004,
+    "min": 0.35106382978723405,
+    "max": 0.35106382978723405,
+    "mean": 0.35106382978723405,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.3723404255319149,
+    "sum_squared": 0.13863739248528745,
+    "min": 0.3723404255319149,
+    "max": 0.3723404255319149,
+    "mean": 0.3723404255319149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -1.3873697458072862,
+    "sum_squared": 1.924794811581374,
+    "min": -1.3873697458072862,
+    "max": -1.3873697458072862,
+    "mean": -1.3873697458072862,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 6.957446808510638,
+    "sum_squared": 48.406066093254864,
+    "min": 6.957446808510638,
+    "max": 6.957446808510638,
+    "mean": 6.957446808510638,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "perplexity",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 2.9346080475754817,
+    "sum_squared": 8.61192439289478,
+    "min": 2.9346080475754817,
+    "max": 2.9346080475754817,
+    "mean": 2.9346080475754817,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "bits_per_byte",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.2752852698099741,
+    "sum_squared": 0.07578197977435024,
+    "min": 0.2752852698099741,
+    "max": 0.2752852698099741,
+    "mean": 0.2752852698099741,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob_per_byte",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -0.19081320861846737,
+    "sum_squared": 0.03640968058327475,
+    "min": -0.19081320861846737,
+    "max": -0.19081320861846737,
+    "mean": -0.19081320861846737,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "perplexity",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 3.171152818045693,
+    "sum_squared": 10.05621019539914,
+    "min": 3.171152818045693,
+    "max": 3.171152818045693,
+    "mean": 3.171152818045693,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "bits_per_byte",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.28768476529452913,
+    "sum_squared": 0.08276252418256831,
+    "min": 0.28768476529452913,
+    "max": 0.28768476529452913,
+    "mean": 0.28768476529452913,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob_per_byte",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -0.19940788395395245,
+    "sum_squared": 0.039763504182992966,
+    "min": -0.19940788395395245,
+    "max": -0.19940788395395245,
+    "mean": -0.19940788395395245,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_10_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.05075040901628607,
+    "sum_squared": 0.002575604015320331,
+    "min": 0.05075040901628607,
+    "max": 0.05075040901628607,
+    "mean": 0.05075040901628607,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_1_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.014678761186816103,
+    "sum_squared": 0.0002154660299795789,
+    "min": 0.014678761186816103,
+    "max": 0.014678761186816103,
+    "mean": 0.014678761186816103,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_cov_acc_area",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.5375321946231026,
+    "sum_squared": 0.2889408602563291,
+    "min": 0.5375321946231026,
+    "max": 0.5375321946231026,
+    "mean": 0.5375321946231026,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_acc@10",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.6593406593406593,
+    "sum_squared": 0.4347301050597754,
+    "min": 0.6593406593406593,
+    "max": 0.6593406593406593,
+    "mean": 0.6593406593406593,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_coef",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.9214787702187766,
+    "sum_squared": 0.8491231239639088,
+    "min": 0.9214787702187766,
+    "max": 0.9214787702187766,
+    "mean": 0.9214787702187766,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_intercept",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": -0.0963103955565742,
+    "sum_squared": 0.009275692292263786,
+    "min": -0.0963103955565742,
+    "max": -0.0963103955565742,
+    "mean": -0.0963103955565742,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_10_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 0.049976957170204776,
+    "sum_squared": 0.0024976962479924827,
+    "min": 0.049976957170204776,
+    "max": 0.049976957170204776,
+    "mean": 0.049976957170204776,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_1_bin",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 8.995660765043212e-05,
+    "sum_squared": 8.092191259973783e-09,
+    "min": 8.995660765043212e-05,
+    "max": 8.995660765043212e-05,
+    "mean": 8.995660765043212e-05,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_10_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.1054047904392207,
+    "sum_squared": 0.011110169847536032,
+    "min": 0.1054047904392207,
+    "max": 0.1054047904392207,
+    "mean": 0.1054047904392207,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "ece_1_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.008614147668252692,
+    "sum_squared": 7.420354005046329e-05,
+    "min": 0.008614147668252692,
+    "max": 0.008614147668252692,
+    "mean": 0.008614147668252692,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_cov_acc_area",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.5251184419740472,
+    "sum_squared": 0.2757493781012508,
+    "min": 0.5251184419740472,
+    "max": 0.5251184419740472,
+    "mean": 0.5251184419740472,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "selective_acc@10",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.8,
+    "sum_squared": 0.6400000000000001,
+    "min": 0.8,
+    "max": 0.8,
+    "mean": 0.8,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_coef",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.8888723103319749,
+    "sum_squared": 0.7900939840749027,
+    "min": 0.8888723103319749,
+    "max": 0.8888723103319749,
+    "mean": 0.8888723103319749,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_intercept",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": -0.08692158303374806,
+    "sum_squared": 0.007555361597092758,
+    "min": -0.08692158303374806,
+    "max": -0.08692158303374806,
+    "mean": -0.08692158303374806,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_10_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 0.1051359661950584,
+    "sum_squared": 0.011053571387768461,
+    "min": 0.1051359661950584,
+    "max": 0.1051359661950584,
+    "mean": 0.1051359661950584,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "platt_ece_1_bin",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 9.244541306974163e-05,
+    "sum_squared": 8.546154397635157e-09,
+    "min": 9.244541306974163e-05,
+    "max": 9.244541306974163e-05,
+    "mean": 9.244541306974163e-05,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 434.6710816777042,
+    "sum_squared": 188938.94924686538,
+    "min": 434.6710816777042,
+    "max": 434.6710816777042,
+    "mean": 434.6710816777042,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 434.6710816777042,
+    "sum_squared": 188938.94924686538,
+    "min": 434.6710816777042,
+    "max": 434.6710816777042,
+    "mean": 434.6710816777042,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.09977551564475559,
+    "sum_squared": 0.009955153522176867,
+    "min": 0.09977551564475559,
+    "max": 0.09977551564475559,
+    "mean": 0.09977551564475559,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.09977551564475559,
+    "sum_squared": 0.009955153522176867,
+    "min": 0.09977551564475559,
+    "max": 0.09977551564475559,
+    "mean": 0.09977551564475559,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3855396883391346,
+    "sum_squared": 0.14864085128463703,
+    "min": 0.3855396883391346,
+    "max": 0.3855396883391346,
+    "mean": 0.3855396883391346,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3855396883391346,
+    "sum_squared": 0.14864085128463703,
+    "min": 0.3855396883391346,
+    "max": 0.3855396883391346,
+    "mean": 0.3855396883391346,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3708609271523179,
+    "sum_squared": 0.13753782728827685,
+    "min": 0.3708609271523179,
+    "max": 0.3708609271523179,
+    "mean": 0.3708609271523179,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3708609271523179,
+    "sum_squared": 0.13753782728827685,
+    "min": 0.3708609271523179,
+    "max": 0.3708609271523179,
+    "mean": 0.3708609271523179,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.38079470198675497,
+    "sum_squared": 0.14500460506118154,
+    "min": 0.38079470198675497,
+    "max": 0.38079470198675497,
+    "mean": 0.38079470198675497,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.38079470198675497,
+    "sum_squared": 0.14500460506118154,
+    "min": 0.38079470198675497,
+    "max": 0.38079470198675497,
+    "mean": 0.38079470198675497,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3730684326710817,
+    "sum_squared": 0.13918005545565743,
+    "min": 0.3730684326710817,
+    "max": 0.3730684326710817,
+    "mean": 0.3730684326710817,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3730684326710817,
+    "sum_squared": 0.13918005545565743,
+    "min": 0.3730684326710817,
+    "max": 0.3730684326710817,
+    "mean": 0.3730684326710817,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3830022075055188,
+    "sum_squared": 0.14669069095410045,
+    "min": 0.3830022075055188,
+    "max": 0.3830022075055188,
+    "mean": 0.3830022075055188,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3830022075055188,
+    "sum_squared": 0.14669069095410045,
+    "min": 0.3830022075055188,
+    "max": 0.3830022075055188,
+    "mean": 0.3830022075055188,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.3344287966960366,
+    "sum_squared": 1.7807002134516323,
+    "min": -1.3344287966960366,
+    "max": -1.3344287966960366,
+    "mean": -1.3344287966960366,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.3344287966960366,
+    "sum_squared": 1.7807002134516323,
+    "min": -1.3344287966960366,
+    "max": -1.3344287966960366,
+    "mean": -1.3344287966960366,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.239514348785872,
+    "sum_squared": 1.5363958208460642,
+    "min": 1.239514348785872,
+    "max": 1.239514348785872,
+    "mean": 1.239514348785872,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 6.993377483443709,
+    "sum_squared": 48.90732862593746,
+    "min": 6.993377483443709,
+    "max": 6.993377483443709,
+    "mean": 6.993377483443709,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "test",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 6.993377483443709,
+    "sum_squared": 48.90732862593746,
+    "min": 6.993377483443709,
+    "max": 6.993377483443709,
+    "mean": 6.993377483443709,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_references",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_trials",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 458.1808510638298,
+    "sum_squared": 209929.69228157538,
+    "min": 458.1808510638298,
+    "max": 458.1808510638298,
+    "mean": 458.1808510638298,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_prompt_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 458.1808510638298,
+    "sum_squared": 209929.69228157538,
+    "min": 458.1808510638298,
+    "max": 458.1808510638298,
+    "mean": 458.1808510638298,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_completion_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_output_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10063033661943802,
+    "sum_squared": 0.010126464648141407,
+    "min": 0.10063033661943802,
+    "max": 0.10063033661943802,
+    "mean": 0.10063033661943802,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "inference_runtime",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.10063033661943802,
+    "sum_squared": 0.010126464648141407,
+    "min": 0.10063033661943802,
+    "max": 0.10063033661943802,
+    "mean": 0.10063033661943802,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "batch_size",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_length",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_stop",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_endoftext",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "finish_reason_unknown",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.0,
+    "sum_squared": 1.0,
+    "min": 1.0,
+    "max": 1.0,
+    "mean": 1.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_train_instances",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 5.0,
+    "sum_squared": 25.0,
+    "min": 5.0,
+    "max": 5.0,
+    "mean": 5.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prompt_truncated",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.0,
+    "sum_squared": 0.0,
+    "min": 0.0,
+    "max": 0.0,
+    "mean": 0.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.35967797745548663,
+    "sum_squared": 0.12936824746646955,
+    "min": 0.35967797745548663,
+    "max": 0.35967797745548663,
+    "mean": 0.35967797745548663,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "max_prob",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.35967797745548663,
+    "sum_squared": 0.12936824746646955,
+    "min": 0.35967797745548663,
+    "max": 0.35967797745548663,
+    "mean": 0.35967797745548663,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.35106382978723405,
+    "sum_squared": 0.12324581258488004,
+    "min": 0.35106382978723405,
+    "max": 0.35106382978723405,
+    "mean": 0.35106382978723405,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.35106382978723405,
+    "sum_squared": 0.12324581258488004,
+    "min": 0.35106382978723405,
+    "max": 0.35106382978723405,
+    "mean": 0.35106382978723405,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3723404255319149,
+    "sum_squared": 0.13863739248528745,
+    "min": 0.3723404255319149,
+    "max": 0.3723404255319149,
+    "mean": 0.3723404255319149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3723404255319149,
+    "sum_squared": 0.13863739248528745,
+    "min": 0.3723404255319149,
+    "max": 0.3723404255319149,
+    "mean": 0.3723404255319149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.35106382978723405,
+    "sum_squared": 0.12324581258488004,
+    "min": 0.35106382978723405,
+    "max": 0.35106382978723405,
+    "mean": 0.35106382978723405,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.35106382978723405,
+    "sum_squared": 0.12324581258488004,
+    "min": 0.35106382978723405,
+    "max": 0.35106382978723405,
+    "mean": 0.35106382978723405,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3723404255319149,
+    "sum_squared": 0.13863739248528745,
+    "min": 0.3723404255319149,
+    "max": 0.3723404255319149,
+    "mean": 0.3723404255319149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "quasi_prefix_exact_match",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 0.3723404255319149,
+    "sum_squared": 0.13863739248528745,
+    "min": 0.3723404255319149,
+    "max": 0.3723404255319149,
+    "mean": 0.3723404255319149,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.3873697458072862,
+    "sum_squared": 1.924794811581374,
+    "min": -1.3873697458072862,
+    "max": -1.3873697458072862,
+    "mean": -1.3873697458072862,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "logprob",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": -1.3873697458072862,
+    "sum_squared": 1.924794811581374,
+    "min": -1.3873697458072862,
+    "max": -1.3873697458072862,
+    "mean": -1.3873697458072862,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_perplexity_tokens",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 1.202127659574468,
+    "sum_squared": 1.4451109099139883,
+    "min": 1.202127659574468,
+    "max": 1.202127659574468,
+    "mean": 1.202127659574468,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid",
+      "perturbation": {
+        "name": "robustness",
+        "robustness": true,
+        "fairness": false,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 6.957446808510638,
+    "sum_squared": 48.406066093254864,
+    "min": 6.957446808510638,
+    "max": 6.957446808510638,
+    "mean": 6.957446808510638,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_bytes",
+      "split": "valid",
+      "perturbation": {
+        "name": "fairness",
+        "robustness": false,
+        "fairness": true,
+        "computed_on": "worst"
+      }
+    },
+    "count": 1,
+    "sum": 6.957446808510638,
+    "sum_squared": 48.406066093254864,
+    "min": 6.957446808510638,
+    "max": 6.957446808510638,
+    "mean": 6.957446808510638,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_instances",
+      "split": "test"
+    },
+    "count": 1,
+    "sum": 906.0,
+    "sum_squared": 820836.0,
+    "min": 906.0,
+    "max": 906.0,
+    "mean": 906.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  },
+  {
+    "name": {
+      "name": "num_instances",
+      "split": "valid"
+    },
+    "count": 1,
+    "sum": 94.0,
+    "sum_squared": 8836.0,
+    "min": 94.0,
+    "max": 94.0,
+    "mean": 94.0,
+    "variance": 0.0,
+    "stddev": 0.0
+  }
+]

classic_pythia-1.4b-step31000/boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:211b7ecb7930095e526f627a2ea6e6544cfe355255ff20cabcac2d61d94a6dd0
+size 32139762

classic_pythia-1.4b-step31000/boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22623e1e69f1605a43abbe4568b259a7531cb6d9f1a14a05ed9bcda1a3006d42
+size 65590341

classic_pythia-1.4b-step31000/boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/run_spec.json

@@ -0,0 +1,163 @@
+{
+  "name": "boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical",
+  "scenario_spec": {
+    "class_name": "helm.benchmark.scenarios.boolq_scenario.BoolQScenario",
+    "args": {
+      "only_contrast": false
+    }
+  },
+  "adapter_spec": {
+    "method": "generation",
+    "global_prefix": "",
+    "global_suffix": "",
+    "instructions": "",
+    "input_prefix": "Passage: ",
+    "input_suffix": "\n",
+    "reference_prefix": "A. ",
+    "reference_suffix": "\n",
+    "chain_of_thought_prefix": "",
+    "chain_of_thought_suffix": "\n",
+    "output_prefix": "Answer: ",
+    "output_suffix": "\n",
+    "instance_prefix": "\n",
+    "substitutions": [],
+    "max_train_instances": 5,
+    "max_eval_instances": 1000,
+    "num_outputs": 1,
+    "num_train_trials": 1,
+    "num_trials": 1,
+    "sample_train": true,
+    "model_deployment": "EleutherAI/pythia-1.4b",
+    "model": "EleutherAI/pythia-1.4b",
+    "model_ability": 0.0,
+    "temperature": 0.0,
+    "max_tokens": 5,
+    "stop_sequences": [
+      "\n"
+    ],
+    "multi_label": false
+  },
+  "metric_specs": [
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
+      "args": {
+        "names": [
+          "exact_match",
+          "quasi_exact_match",
+          "prefix_exact_match",
+          "quasi_prefix_exact_match"
+        ]
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
+      "args": {}
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
+      "args": {}
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "associations",
+        "demographic_category": "race",
+        "target_category": "adjective"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "associations",
+        "demographic_category": "race",
+        "target_category": "profession"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "associations",
+        "demographic_category": "gender",
+        "target_category": "adjective"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "associations",
+        "demographic_category": "gender",
+        "target_category": "profession"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "representation",
+        "demographic_category": "race"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "representation",
+        "demographic_category": "gender"
+      }
+    }
+  ],
+  "data_augmenter_spec": {
+    "perturbation_specs": [
+      {
+        "class_name": "helm.benchmark.augmentations.mild_mix_perturbation.MildMixPerturbation",
+        "args": {}
+      },
+      {
+        "class_name": "helm.benchmark.augmentations.dialect_perturbation.DialectPerturbation",
+        "args": {
+          "prob": 1.0,
+          "source_class": "SAE",
+          "target_class": "AAVE",
+          "mapping_file_path": null
+        }
+      },
+      {
+        "class_name": "helm.benchmark.augmentations.gender_perturbation.GenderPerturbation",
+        "args": {
+          "mode": "pronouns",
+          "prob": 1.0,
+          "source_class": "male",
+          "target_class": "female",
+          "mapping_file_path": null,
+          "mapping_file_genders": null,
+          "bidirectional": false
+        }
+      },
+      {
+        "class_name": "helm.benchmark.augmentations.person_name_perturbation.PersonNamePerturbation",
+        "args": {
+          "prob": 1.0,
+          "source_class": {
+            "race": "white_american"
+          },
+          "target_class": {
+            "race": "black_american"
+          },
+          "name_file_path": null,
+          "person_name_type": "first_name",
+          "preserve_gender": true
+        }
+      }
+    ],
+    "should_augment_train_instances": false,
+    "should_include_original_train": true,
+    "should_skip_unchanged_train": true,
+    "should_augment_eval_instances": true,
+    "should_include_original_eval": true,
+    "should_skip_unchanged_eval": true,
+    "seeds_per_instance": 1
+  },
+  "groups": [
+    "boolq"
+  ],
+  "reeval_mode": false,
+  "reeval_max_samples": 50
+}

classic_pythia-1.4b-step31000/boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario.json

@@ -0,0 +1,8 @@
+{
+  "name": "boolq",
+  "description": "Question answering dataset with naturally occurring Yes/No questions.",
+  "tags": [
+    "question_answering"
+  ],
+  "definition_path": "https://github.com/stanford-crfm/helm/blob/main/src/helm/benchmark/scenarios/boolq_scenario.py"
+}

classic_pythia-1.4b-step31000/boolq:model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d11d5f99e2caede2f84380850dfaf3b93dc8fa48c3932eb8cc34ddf61575733
+size 42152014

classic_pythia-1.4b-step31000/civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/display_requests.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f8946ab220f23d4b1fd0fcd339e41f9f81e68740f34c06306783d96f041d215
+size 24491670

classic_pythia-1.4b-step31000/civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/per_instance_stats.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11dfdb198c33f0e7fc7783d82164fa3c460c6ea0b1b03e24e9ad5a4779208207
+size 69514241

classic_pythia-1.4b-step31000/civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/run_spec.json

@@ -0,0 +1,167 @@
+{
+  "name": "civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical",
+  "scenario_spec": {
+    "class_name": "helm.benchmark.scenarios.civil_comments_scenario.CivilCommentsScenario",
+    "args": {
+      "demographic": "LGBTQ"
+    }
+  },
+  "adapter_spec": {
+    "method": "generation",
+    "global_prefix": "",
+    "global_suffix": "",
+    "instructions": "",
+    "input_prefix": "Passage: ",
+    "input_suffix": "\n",
+    "reference_prefix": "A. ",
+    "reference_suffix": "\n",
+    "chain_of_thought_prefix": "",
+    "chain_of_thought_suffix": "\n",
+    "output_prefix": "Answer: ",
+    "output_suffix": "\n",
+    "instance_prefix": "\n",
+    "substitutions": [],
+    "max_train_instances": 5,
+    "max_eval_instances": 1000,
+    "num_outputs": 1,
+    "num_train_trials": 1,
+    "num_trials": 1,
+    "sample_train": true,
+    "model_deployment": "EleutherAI/pythia-1.4b",
+    "model": "EleutherAI/pythia-1.4b",
+    "model_ability": 0.0,
+    "temperature": 0.0,
+    "max_tokens": 5,
+    "stop_sequences": [
+      "\n"
+    ],
+    "multi_label": false
+  },
+  "metric_specs": [
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
+      "args": {
+        "names": [
+          "exact_match",
+          "quasi_exact_match",
+          "prefix_exact_match",
+          "quasi_prefix_exact_match"
+        ]
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
+      "args": {}
+    },
+    {
+      "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
+      "args": {}
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "associations",
+        "demographic_category": "race",
+        "target_category": "adjective"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "associations",
+        "demographic_category": "race",
+        "target_category": "profession"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "associations",
+        "demographic_category": "gender",
+        "target_category": "adjective"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "associations",
+        "demographic_category": "gender",
+        "target_category": "profession"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "representation",
+        "demographic_category": "race"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.bias_metrics.BiasMetric",
+      "args": {
+        "mode": "representation",
+        "demographic_category": "gender"
+      }
+    },
+    {
+      "class_name": "helm.benchmark.metrics.classification_metrics.ClassificationMetric",
+      "args": {}
+    }
+  ],
+  "data_augmenter_spec": {
+    "perturbation_specs": [
+      {
+        "class_name": "helm.benchmark.augmentations.mild_mix_perturbation.MildMixPerturbation",
+        "args": {}
+      },
+      {
+        "class_name": "helm.benchmark.augmentations.dialect_perturbation.DialectPerturbation",
+        "args": {
+          "prob": 1.0,
+          "source_class": "SAE",
+          "target_class": "AAVE",
+          "mapping_file_path": null
+        }
+      },
+      {
+        "class_name": "helm.benchmark.augmentations.gender_perturbation.GenderPerturbation",
+        "args": {
+          "mode": "pronouns",
+          "prob": 1.0,
+          "source_class": "male",
+          "target_class": "female",
+          "mapping_file_path": null,
+          "mapping_file_genders": null,
+          "bidirectional": false
+        }
+      },
+      {
+        "class_name": "helm.benchmark.augmentations.person_name_perturbation.PersonNamePerturbation",
+        "args": {
+          "prob": 1.0,
+          "source_class": {
+            "race": "white_american"
+          },
+          "target_class": {
+            "race": "black_american"
+          },
+          "name_file_path": null,
+          "person_name_type": "first_name",
+          "preserve_gender": true
+        }
+      }
+    ],
+    "should_augment_train_instances": false,
+    "should_include_original_train": true,
+    "should_skip_unchanged_train": true,
+    "should_augment_eval_instances": true,
+    "should_include_original_eval": true,
+    "should_skip_unchanged_eval": true,
+    "seeds_per_instance": 1
+  },
+  "groups": [
+    "civil_comments"
+  ],
+  "reeval_mode": false,
+  "reeval_max_samples": 50
+}

classic_pythia-1.4b-step31000/civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario.json

@@ -0,0 +1,9 @@
+{
+  "name": "civil_comments",
+  "description": "WILDS version of CivilComments, a dataset built from the Civil Comments platform",
+  "tags": [
+    "harms",
+    "toxicity"
+  ],
+  "definition_path": "https://github.com/stanford-crfm/helm/blob/main/src/helm/benchmark/scenarios/civil_comments_scenario.py"
+}

classic_pythia-1.4b-step31000/civil_comments:demographic=LGBTQ,model=EleutherAI_pythia-1.4b,data_augmentation=canonical/scenario_state.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:483096efd615ddd2ae918187523639dfe5e08b1f1291190a26d362098ef0d3f7
+size 33677503