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Llama-2-7b-dolphin-open_platypus-pruned_50

Text Generation
Transformers
Safetensors
llama
sparse
instruct
text-generation-inference
Inference Endpoints
Model card Files Community
2
shubhrapandit commited on
Commit
e05bde7
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1 Parent(s): d87d9ba

Update model files and evals

Browse files
Files changed (15) hide show
  1. arc_challenge.json +7 -7
  2. config.json +3 -3
  3. generation_config.json +1 -1
  4. gsm8k.json +5 -5
  5. hellaswag.json +7 -7
  6. mmlu.json +217 -217
  7. model-00001-of-00003.safetensors → model-00001-of-00006.safetensors +2 -2
  8. model-00002-of-00003.safetensors → model-00002-of-00006.safetensors +2 -2
  9. model-00003-of-00003.safetensors → model-00003-of-00006.safetensors +2 -2
  10. model-00004-of-00006.safetensors +3 -0
  11. model-00005-of-00006.safetensors +3 -0
  12. model-00006-of-00006.safetensors +3 -0
  13. model.safetensors.index.json +292 -292
  14. truthfulqa_mc.json +7 -7
  15. winogrande.json +6 -6
arc_challenge.json CHANGED
@@ -1,20 +1,20 @@
1
  {
2
  "results": {
3
  "arc_challenge": {
4
- "acc": 0.48378839590443684,
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- "acc_stderr": 0.014603708567414945,
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- "acc_norm": 0.507679180887372,
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- "acc_norm_stderr": 0.014609667440892574
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  }
9
  },
10
  "versions": {
11
  "arc_challenge": 0
12
  },
13
  "config": {
14
- "model": "sparseml",
15
- "model_args": "pretrained=/nm/drive1/shubhra/cerebras/experiments/spft-retrained_sparse50_llama2_DATAUpdated_KDFalse_GCTrue_LR1e-4_E2-/combined/,trust_remote_code=True",
16
  "num_fewshot": 25,
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- "batch_size": "16",
18
  "batch_sizes": [],
19
  "device": "cuda:0",
20
  "no_cache": true,
 
1
  {
2
  "results": {
3
  "arc_challenge": {
4
+ "acc": 0.4803754266211604,
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+ "acc_stderr": 0.014600132075947094,
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+ "acc_norm": 0.5025597269624573,
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+ "acc_norm_stderr": 0.014611199329843784
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  }
9
  },
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  "versions": {
11
  "arc_challenge": 0
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  },
13
  "config": {
14
+ "model": "hf",
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+ "model_args": "pretrained=/nm/drive1/shubhra/cerebras/experiments/spft-cerebras_llama2_sparse50_45B_platypus_dolphin_KDFalse_GCTrue_LR1e-4_E2/combined/,trust_remote_code=True,dtype=bfloat16",
16
  "num_fewshot": 25,
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+ "batch_size": "32",
18
  "batch_sizes": [],
19
  "device": "cuda:0",
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  "no_cache": true,
config.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "_name_or_path": "neuralmagic/Llama-2-7b-pruned50-retrained-instruct",
3
  "architectures": [
4
  "LlamaForCausalLM"
5
  ],
@@ -22,8 +22,8 @@
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  "rope_theta": 10000.0,
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  "tie_word_embeddings": false,
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  "tokenizer_class": "LlamaTokenizerFast",
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- "torch_dtype": "bfloat16",
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- "transformers_version": "4.40.0",
27
  "use_cache": true,
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  "vocab_size": 32000
29
  }
 
1
  {
2
+ "_name_or_path": "/nm/drive1/shubhra/cerebras/llama2_7B_sparse50_45B_retrained/",
3
  "architectures": [
4
  "LlamaForCausalLM"
5
  ],
 
22
  "rope_theta": 10000.0,
23
  "tie_word_embeddings": false,
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  "tokenizer_class": "LlamaTokenizerFast",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.39.3",
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  "use_cache": true,
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  "vocab_size": 32000
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  }
generation_config.json CHANGED
@@ -2,5 +2,5 @@
2
  "_from_model_config": true,
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  "bos_token_id": 1,
4
  "eos_token_id": 2,
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- "transformers_version": "4.40.0"
6
  }
 
2
  "_from_model_config": true,
3
  "bos_token_id": 1,
4
  "eos_token_id": 2,
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+ "transformers_version": "4.39.3"
6
  }
gsm8k.json CHANGED
@@ -1,18 +1,18 @@
1
  {
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  "results": {
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  "gsm8k": {
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- "acc": 0.16376042456406367,
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- "acc_stderr": 0.010193237214420945
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  }
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  },
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  "versions": {
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  "gsm8k": 0
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  },
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  "config": {
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- "model": "sparseml",
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- "model_args": "pretrained=/nm/drive1/shubhra/cerebras/experiments/spft-retrained_sparse50_llama2_DATAUpdated_KDFalse_GCTrue_LR1e-4_E2-/combined/,trust_remote_code=True",
14
  "num_fewshot": 5,
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- "batch_size": "8",
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  "batch_sizes": [],
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  "device": "cuda:0",
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  "no_cache": true,
 
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  {
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  "results": {
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  "gsm8k": {
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+ "acc": 0.18119787717968158,
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+ "acc_stderr": 0.010609827611527357
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  }
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  },
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  "versions": {
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  "gsm8k": 0
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  },
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  "config": {
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+ "model": "hf",
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+ "model_args": "pretrained=/nm/drive1/shubhra/cerebras/experiments/spft-cerebras_llama2_sparse50_45B_platypus_dolphin_KDFalse_GCTrue_LR1e-4_E2/combined/,trust_remote_code=True,dtype=bfloat16",
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  "num_fewshot": 5,
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+ "batch_size": "128",
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  "batch_sizes": [],
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  "device": "cuda:0",
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  "no_cache": true,
hellaswag.json CHANGED
@@ -1,20 +1,20 @@
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  {
2
  "results": {
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  "hellaswag": {
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- "acc": 0.5931089424417447,
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- "acc_stderr": 0.0049025025147385985,
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- "acc_norm": 0.7885879306910973,
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- "acc_norm_stderr": 0.004074754687134514
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  }
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  },
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  "versions": {
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  "hellaswag": 0
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  },
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  "config": {
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- "model": "sparseml",
15
- "model_args": "pretrained=/nm/drive1/shubhra/cerebras/experiments/spft-retrained_sparse50_llama2_DATAUpdated_KDFalse_GCTrue_LR1e-4_E2-/combined/,trust_remote_code=True",
16
  "num_fewshot": 10,
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- "batch_size": "16",
18
  "batch_sizes": [],
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  "device": "cuda:0",
20
  "no_cache": true,
 
1
  {
2
  "results": {
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  "hellaswag": {
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+ "acc": 0.5884285998805019,
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+ "acc_stderr": 0.004911125101064641,
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+ "acc_norm": 0.784106751643099,
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+ "acc_norm_stderr": 0.004105997149954853
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  }
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  },
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  "versions": {
11
  "hellaswag": 0
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  },
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  "config": {
14
+ "model": "hf",
15
+ "model_args": "pretrained=/nm/drive1/shubhra/cerebras/experiments/spft-cerebras_llama2_sparse50_45B_platypus_dolphin_KDFalse_GCTrue_LR1e-4_E2/combined/,trust_remote_code=True,dtype=bfloat16",
16
  "num_fewshot": 10,
17
+ "batch_size": "48",
18
  "batch_sizes": [],
19
  "device": "cuda:0",
20
  "no_cache": true,
mmlu.json CHANGED
@@ -1,34 +1,34 @@
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  {
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  "results": {
3
  "hendrycksTest-abstract_algebra": {
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- "acc": 0.27,
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- "acc_stderr": 0.0446196043338474,
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- "acc_norm": 0.27,
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- "acc_norm_stderr": 0.0446196043338474
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  },
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  "hendrycksTest-anatomy": {
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- "acc": 0.4444444444444444,
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- "acc_stderr": 0.04292596718256981,
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- "acc_norm": 0.4444444444444444,
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- "acc_norm_stderr": 0.04292596718256981
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  },
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  "hendrycksTest-astronomy": {
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- "acc": 0.4473684210526316,
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- "acc_stderr": 0.04046336883978251,
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- "acc_norm": 0.4473684210526316,
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- "acc_norm_stderr": 0.04046336883978251
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  },
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  "hendrycksTest-business_ethics": {
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- "acc": 0.43,
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- "acc_stderr": 0.04975698519562428,
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- "acc_norm": 0.43,
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- "acc_norm_stderr": 0.04975698519562428
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  },
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  "hendrycksTest-clinical_knowledge": {
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- "acc": 0.4528301886792453,
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- "acc_stderr": 0.030635627957961823,
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- "acc_norm": 0.4528301886792453,
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- "acc_norm_stderr": 0.030635627957961823
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  },
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  "hendrycksTest-college_biology": {
34
  "acc": 0.4513888888888889,
@@ -37,88 +37,88 @@
37
  "acc_norm_stderr": 0.04161402398403279
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  },
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  "hendrycksTest-college_chemistry": {
 
 
 
 
 
 
40
  "acc": 0.37,
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  "acc_stderr": 0.04852365870939099,
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  "acc_norm": 0.37,
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  "acc_norm_stderr": 0.04852365870939099
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  },
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- "hendrycksTest-college_computer_science": {
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- "acc": 0.35,
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- "acc_stderr": 0.0479372485441102,
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- "acc_norm": 0.35,
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- "acc_norm_stderr": 0.0479372485441102
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- },
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  "hendrycksTest-college_mathematics": {
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- "acc": 0.23,
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- "acc_stderr": 0.04229525846816508,
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- "acc_norm": 0.23,
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- "acc_norm_stderr": 0.04229525846816508
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  },
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  "hendrycksTest-college_medicine": {
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- "acc": 0.3699421965317919,
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- "acc_stderr": 0.036812296333943194,
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- "acc_norm": 0.3699421965317919,
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- "acc_norm_stderr": 0.036812296333943194
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  },
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  "hendrycksTest-college_physics": {
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- "acc": 0.20588235294117646,
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- "acc_stderr": 0.04023382273617746,
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- "acc_norm": 0.20588235294117646,
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- "acc_norm_stderr": 0.04023382273617746
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  },
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  "hendrycksTest-computer_security": {
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- "acc": 0.59,
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- "acc_stderr": 0.049431107042371025,
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- "acc_norm": 0.59,
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- "acc_norm_stderr": 0.049431107042371025
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  },
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  "hendrycksTest-conceptual_physics": {
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- "acc": 0.39148936170212767,
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- "acc_stderr": 0.03190701242326812,
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- "acc_norm": 0.39148936170212767,
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- "acc_norm_stderr": 0.03190701242326812
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  "hendrycksTest-econometrics": {
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- "acc": 0.2719298245614035,
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- "acc_norm": 0.2719298245614035,
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  "hendrycksTest-electrical_engineering": {
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  "hendrycksTest-elementary_mathematics": {
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  "hendrycksTest-formal_logic": {
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  "hendrycksTest-global_facts": {
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  "hendrycksTest-high_school_biology": {
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  "hendrycksTest-high_school_computer_science": {
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  "acc": 0.44,
@@ -127,64 +127,64 @@
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  "acc_norm_stderr": 0.04988876515698589
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  },
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  "hendrycksTest-high_school_european_history": {
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  "hendrycksTest-high_school_government_and_politics": {
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  "hendrycksTest-high_school_mathematics": {
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- "acc_norm": 0.31788079470198677,
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  "hendrycksTest-high_school_psychology": {
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  "hendrycksTest-high_school_statistics": {
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  "hendrycksTest-high_school_us_history": {
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  "hendrycksTest-high_school_world_history": {
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  "acc": 0.6666666666666666,
@@ -193,154 +193,154 @@
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  "acc_norm_stderr": 0.0306858205966108
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  },
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  "hendrycksTest-human_aging": {
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  "hendrycksTest-jurisprudence": {
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  "hendrycksTest-machine_learning": {
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  "hendrycksTest-management": {
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  "hendrycksTest-marketing": {
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- "acc_norm": 0.6367521367521367,
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  "hendrycksTest-medical_genetics": {
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  "hendrycksTest-miscellaneous": {
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- "acc_norm": 0.6245210727969349,
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  },
255
  "hendrycksTest-moral_disputes": {
256
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- "acc_norm": 0.5086705202312138,
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  },
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  "hendrycksTest-moral_scenarios": {
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  "hendrycksTest-nutrition": {
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- "acc_norm": 0.4869281045751634,
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  },
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  "hendrycksTest-philosophy": {
274
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- "acc_norm": 0.5466237942122186,
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  "hendrycksTest-prehistory": {
280
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  "hendrycksTest-professional_accounting": {
286
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  "hendrycksTest-professional_law": {
292
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