Add eval

bloom_176B_0shot/bloom_176B_bigbench_analogies.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_analogies": {
+      "multiple_choice_grade": 0.3230769230769231,
+      "multiple_choice_grade_stderr": 0.041174446886055975
+    }
+  },
+  "versions": {
+    "bigbench_analogies": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_1_digit_addition.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_1_digit_addition": {
+      "multiple_choice_grade": 0.59,
+      "multiple_choice_grade_stderr": 0.04943110704237101
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_1_digit_addition": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_1_digit_division.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_1_digit_division": {
+      "multiple_choice_grade": 0.7391304347826086,
+      "multiple_choice_grade_stderr": 0.09361833424764436
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_1_digit_division": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_1_digit_multiplication.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_1_digit_multiplication": {
+      "multiple_choice_grade": 0.54,
+      "multiple_choice_grade_stderr": 0.05009082659620333
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_1_digit_multiplication": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_1_digit_subtraction.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_1_digit_subtraction": {
+      "multiple_choice_grade": 0.62,
+      "multiple_choice_grade_stderr": 0.048783173121456316
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_1_digit_subtraction": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_2_digit_addition.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_2_digit_addition": {
+      "multiple_choice_grade": 0.43,
+      "multiple_choice_grade_stderr": 0.049756985195624284
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_2_digit_addition": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_2_digit_division.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_2_digit_division": {
+      "multiple_choice_grade": 0.56,
+      "multiple_choice_grade_stderr": 0.04988876515698589
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_2_digit_division": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_2_digit_multiplication.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_2_digit_multiplication": {
+      "multiple_choice_grade": 0.28,
+      "multiple_choice_grade_stderr": 0.04512608598542127
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_2_digit_multiplication": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_2_digit_subtraction.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_2_digit_subtraction": {
+      "multiple_choice_grade": 0.56,
+      "multiple_choice_grade_stderr": 0.04988876515698589
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_2_digit_subtraction": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_3_digit_addition.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_3_digit_addition": {
+      "multiple_choice_grade": 0.53,
+      "multiple_choice_grade_stderr": 0.05016135580465919
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_3_digit_addition": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_3_digit_division.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_3_digit_division": {
+      "multiple_choice_grade": 0.33,
+      "multiple_choice_grade_stderr": 0.04725815626252605
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_3_digit_division": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_3_digit_multiplication.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_3_digit_multiplication": {
+      "multiple_choice_grade": 0.21,
+      "multiple_choice_grade_stderr": 0.040936018074033256
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_3_digit_multiplication": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_3_digit_subtraction.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_3_digit_subtraction": {
+      "multiple_choice_grade": 0.55,
+      "multiple_choice_grade_stderr": 0.05
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_3_digit_subtraction": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_4_digit_addition.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_4_digit_addition": {
+      "multiple_choice_grade": 0.36,
+      "multiple_choice_grade_stderr": 0.04824181513244218
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_4_digit_addition": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_4_digit_division.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_4_digit_division": {
+      "multiple_choice_grade": 0.36,
+      "multiple_choice_grade_stderr": 0.04824181513244218
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_4_digit_division": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_4_digit_multiplication.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_4_digit_multiplication": {
+      "multiple_choice_grade": 0.41,
+      "multiple_choice_grade_stderr": 0.04943110704237102
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_4_digit_multiplication": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_4_digit_subtraction.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_4_digit_subtraction": {
+      "multiple_choice_grade": 0.52,
+      "multiple_choice_grade_stderr": 0.050211673156867795
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_4_digit_subtraction": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_5_digit_addition.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_5_digit_addition": {
+      "multiple_choice_grade": 0.56,
+      "multiple_choice_grade_stderr": 0.049888765156985884
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_5_digit_addition": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_5_digit_division.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_5_digit_division": {
+      "multiple_choice_grade": 0.32,
+      "multiple_choice_grade_stderr": 0.04688261722621505
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_5_digit_division": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_5_digit_multiplication.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_5_digit_multiplication": {
+      "multiple_choice_grade": 0.28,
+      "multiple_choice_grade_stderr": 0.045126085985421296
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_5_digit_multiplication": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_arithmetic_5_digit_subtraction.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_5_digit_subtraction": {
+      "multiple_choice_grade": 0.54,
+      "multiple_choice_grade_stderr": 0.05009082659620332
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_5_digit_subtraction": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_cause_and_effect_one_sentence.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_cause_and_effect_one_sentence": {
+      "multiple_choice_grade": 0.5098039215686274,
+      "multiple_choice_grade_stderr": 0.07069708383262727
+    }
+  },
+  "versions": {
+    "bigbench_cause_and_effect_one_sentence": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_cause_and_effect_one_sentence_no_prompt.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_cause_and_effect_one_sentence_no_prompt": {
+      "multiple_choice_grade": 0.4117647058823529,
+      "multiple_choice_grade_stderr": 0.06960093862470136
+    }
+  },
+  "versions": {
+    "bigbench_cause_and_effect_one_sentence_no_prompt": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_cause_and_effect_two_sentences.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_cause_and_effect_two_sentences": {
+      "multiple_choice_grade": 0.45098039215686275,
+      "multiple_choice_grade_stderr": 0.0703700331173583
+    }
+  },
+  "versions": {
+    "bigbench_cause_and_effect_two_sentences": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_emotions.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_emotions": {
+      "multiple_choice_grade": 0.14375,
+      "multiple_choice_grade_stderr": 0.02782310897584524
+    }
+  },
+  "versions": {
+    "bigbench_emotions": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_empirical_judgments.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_empirical_judgments": {
+      "multiple_choice_grade": 0.3333333333333333,
+      "multiple_choice_grade_stderr": 0.04761904761904759
+    }
+  },
+  "versions": {
+    "bigbench_empirical_judgments": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_general_knowledge.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_general_knowledge": {
+      "multiple_choice_grade": 0.15714285714285714,
+      "multiple_choice_grade_stderr": 0.043812674294856725
+    }
+  },
+  "versions": {
+    "bigbench_general_knowledge": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_hhh_alignment_harmless.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_hhh_alignment_harmless": {
+      "multiple_choice_grade": 0.39655172413793105,
+      "multiple_choice_grade_stderr": 0.06479366091762498
+    }
+  },
+  "versions": {
+    "bigbench_hhh_alignment_harmless": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_hhh_alignment_helpful.json

@@ -0,0 +1,22 @@
+{
+  "results": {
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+      "multiple_choice_grade": 0.288135593220339,
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+  "versions": {
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+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_hhh_alignment_honest.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_hhh_alignment_honest": {
+      "multiple_choice_grade": 0.3559322033898305,
+      "multiple_choice_grade_stderr": 0.06286883855871885
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+  },
+  "versions": {
+    "bigbench_hhh_alignment_honest": 0
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+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_hhh_alignment_other.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_hhh_alignment_other": {
+      "multiple_choice_grade": 0.5116279069767442,
+      "multiple_choice_grade_stderr": 0.07713080907803253
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+  },
+  "versions": {
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+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_intent_recognition.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_intent_recognition": {
+      "multiple_choice_grade": 0.18786127167630057,
+      "multiple_choice_grade_stderr": 0.014859175625220964
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+  "versions": {
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+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
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+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_misconceptions.json

@@ -0,0 +1,22 @@
+{
+  "results": {
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+      "multiple_choice_grade": 0.43283582089552236,
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+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_paraphrase.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_paraphrase": {
+      "multiple_choice_grade": 0.5,
+      "multiple_choice_grade_stderr": 0.0354440602504168
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+  "config": {
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+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 0,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
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+  }
+}

bloom_176B_0shot/bloom_176B_bigbench_sentence_ambiguity.json

@@ -0,0 +1,22 @@
+{
+  "results": {
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+  "config": {
+    "model": "hf-causal-experimental",
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+    "num_fewshot": 0,
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+    "device": "cuda:0",
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+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
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+}

bloom_176B_0shot/bloom_176B_bigbench_similarities_abstraction.json

@@ -0,0 +1,22 @@
+{
+  "results": {
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+      "multiple_choice_grade_stderr": 0.05644108049875581
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+  "config": {
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+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_0shot/merged.csv

@@ -0,0 +1,37 @@
+task,metric,value,err,version
+bigbench_analogies,multiple_choice_grade,0.3230769230769231,0.041174446886055975,0
+bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.59,0.04943110704237101,0
+bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.7391304347826086,0.09361833424764436,0
+bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.54,0.05009082659620333,0
+bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.62,0.048783173121456316,0
+bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.43,0.049756985195624284,0
+bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.56,0.04988876515698589,0
+bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.28,0.04512608598542127,0
+bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.56,0.04988876515698589,0
+bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.53,0.05016135580465919,0
+bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.33,0.04725815626252605,0
+bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
+bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.55,0.05,0
+bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.36,0.04824181513244218,0
+bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.36,0.04824181513244218,0
+bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.41,0.04943110704237102,0
+bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.52,0.050211673156867795,0
+bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.56,0.049888765156985884,0
+bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.32,0.04688261722621505,0
+bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.28,0.045126085985421296,0
+bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.54,0.05009082659620332,0
+bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5098039215686274,0.07069708383262727,0
+bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.4117647058823529,0.06960093862470136,0
+bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.45098039215686275,0.0703700331173583,0
+bigbench_emotions,multiple_choice_grade,0.14375,0.02782310897584524,0
+bigbench_empirical_judgments,multiple_choice_grade,0.3333333333333333,0.04761904761904759,0
+bigbench_general_knowledge,multiple_choice_grade,0.15714285714285714,0.043812674294856725,0
+bigbench_hhh_alignment_harmless,multiple_choice_grade,0.39655172413793105,0.06479366091762498,0
+bigbench_hhh_alignment_helpful,multiple_choice_grade,0.288135593220339,0.059467967781548406,0
+bigbench_hhh_alignment_honest,multiple_choice_grade,0.3559322033898305,0.06286883855871885,0
+bigbench_hhh_alignment_other,multiple_choice_grade,0.5116279069767442,0.07713080907803253,0
+bigbench_intent_recognition,multiple_choice_grade,0.18786127167630057,0.014859175625220964,0
+bigbench_misconceptions,multiple_choice_grade,0.43283582089552236,0.04296256221665221,0
+bigbench_paraphrase,multiple_choice_grade,0.5,0.0354440602504168,0
+bigbench_sentence_ambiguity,multiple_choice_grade,0.5666666666666667,0.0645132433593152,0
+bigbench_similarities_abstraction,multiple_choice_grade,0.39473684210526316,0.05644108049875581,0

bloom_176B_0shot/merged.json

@@ -0,0 +1,197 @@
+{
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+}

bloom_176B_1shot/bloom_176B_bigbench_analogies_1shot.json

@@ -0,0 +1,22 @@
+{
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+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_1_digit_addition_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
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+      "multiple_choice_grade_stderr": 0.049236596391733084
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+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_1_digit_division_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
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+    "device": "cuda:0",
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+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_1_digit_multiplication_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_1_digit_multiplication": {
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+      "multiple_choice_grade_stderr": 0.050211673156867795
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+  "config": {
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+    "device": "cuda:0",
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+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_1_digit_subtraction_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_1_digit_subtraction": {
+      "multiple_choice_grade": 0.6,
+      "multiple_choice_grade_stderr": 0.04923659639173309
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_1_digit_subtraction": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=bloom",
+    "num_fewshot": 1,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_2_digit_addition_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_2_digit_addition": {
+      "multiple_choice_grade": 0.46,
+      "multiple_choice_grade_stderr": 0.05009082659620332
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_2_digit_addition": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 1,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_2_digit_division_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_2_digit_division": {
+      "multiple_choice_grade": 0.48,
+      "multiple_choice_grade_stderr": 0.050211673156867795
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_2_digit_division": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 1,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_2_digit_multiplication_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_2_digit_multiplication": {
+      "multiple_choice_grade": 0.27,
+      "multiple_choice_grade_stderr": 0.044619604333847394
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_2_digit_multiplication": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=bloom",
+    "num_fewshot": 1,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_2_digit_subtraction_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_2_digit_subtraction": {
+      "multiple_choice_grade": 0.52,
+      "multiple_choice_grade_stderr": 0.050211673156867795
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_2_digit_subtraction": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 1,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_3_digit_addition_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_3_digit_addition": {
+      "multiple_choice_grade": 0.36,
+      "multiple_choice_grade_stderr": 0.04824181513244218
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_3_digit_addition": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 1,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_3_digit_division_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_3_digit_division": {
+      "multiple_choice_grade": 0.38,
+      "multiple_choice_grade_stderr": 0.04878317312145633
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_3_digit_division": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 1,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}

bloom_176B_1shot/bloom_176B_bigbench_arithmetic_3_digit_multiplication_1shot.json

@@ -0,0 +1,22 @@
+{
+  "results": {
+    "bigbench_arithmetic_3_digit_multiplication": {
+      "multiple_choice_grade": 0.18,
+      "multiple_choice_grade_stderr": 0.03861229196653694
+    }
+  },
+  "versions": {
+    "bigbench_arithmetic_3_digit_multiplication": 0
+  },
+  "config": {
+    "model": "hf-causal-experimental",
+    "model_args": "pretrained=/pfs/lustrep2/scratch/project_462000185/muennighoff/bloom",
+    "num_fewshot": 1,
+    "batch_size": null,
+    "device": "cuda:0",
+    "no_cache": true,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "description_dict": {}
+  }
+}