first commit
Browse filesllama-2-delta-tune-model-div-sal
- README.md +7 -1
- adapter_config.json +21 -0
- adapter_model.bin +3 -0
- all_results.json +9 -0
- best_model_structure.txt +1 -0
- checkpoint-1130/README.md +9 -0
- checkpoint-1130/adapter_config.json +21 -0
- checkpoint-1130/adapter_model.bin +3 -0
- checkpoint-1130/optimizer.pt +3 -0
- checkpoint-1130/rng_state.pth +3 -0
- checkpoint-1130/scheduler.pt +3 -0
- checkpoint-1130/special_tokens_map.json +12 -0
- checkpoint-1130/tokenizer.json +0 -0
- checkpoint-1130/tokenizer.model +3 -0
- checkpoint-1130/tokenizer_config.json +33 -0
- checkpoint-1130/trainer_state.json +82 -0
- checkpoint-1130/training_args.bin +3 -0
- eval_results.json +9 -0
- llama2-7b-delta-arc_challenge +27 -0
- llama2-7b-delta-hellaswag +27 -0
- llama2-7b-delta-mmlu +419 -0
- llama2-7b-delta-truthqa +27 -0
README.md
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---
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library_name: peft
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---
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## Training procedure
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### Framework versions
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- PEFT 0.4.0
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adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "/home/vmagent/app/dataset/Llama-2-7b-hf",
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"bias": "none",
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"fan_in_fan_out": false,
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"lora_alpha": 7,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 7,
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8528895ce3b148285e487611cb9e3fcff148a1b33af0ae7b371c038b8e47af7f
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size 11303289
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all_results.json
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{
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"epoch": 1.0,
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"eval_loss": 0.9328290820121765,
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"eval_runtime": 4637.6182,
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"eval_samples": 15601,
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"eval_steps_per_second": 0.421,
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"eval_tokens": 1974952
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}
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best_model_structure.txt
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{"num_hidden_layers": [1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1, 0, 0, 1, 1, 1], "r": [11, 3, 12, 1, 8, 11, 7, 12, 12, 6, 12, 1, 6, 11, 8, 3, 2, 12, 12, 5, 2, 3, 9, 2, 4, 12, 10, 1, 12, 2, 9, 7], "alpha": [6, 6, 6, 2, 3, 6, 5, 5, 1, 4, 2, 3, 6, 6, 3, 5, 1, 2, 6, 2, 2, 2, 3, 1, 4, 2, 6, 2, 2, 4, 6, 1]}
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checkpoint-1130/README.md
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---
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library_name: peft
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---
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## Training procedure
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### Framework versions
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- PEFT 0.4.0
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checkpoint-1130/adapter_config.json
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}
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checkpoint-1130/adapter_model.bin
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checkpoint-1130/training_args.bin
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eval_results.json
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llama2-7b-delta-arc_challenge
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|
| 1 |
+
{
|
| 2 |
+
"results": {
|
| 3 |
+
"arc_challenge": {
|
| 4 |
+
"acc": 0.4974402730375427,
|
| 5 |
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"acc_stderr": 0.014611199329843788,
|
| 6 |
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"acc_norm": 0.5366894197952219,
|
| 7 |
+
"acc_norm_stderr": 0.01457200052775699
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"versions": {
|
| 11 |
+
"arc_challenge": 0
|
| 12 |
+
},
|
| 13 |
+
"config": {
|
| 14 |
+
"model": "hf-causal-experimental",
|
| 15 |
+
"model_args": "pretrained=/home/vmagent/app/data/Llama-2-7b-hf,peft=/home/vmagent/app/data/llama-2-delta-tune-model-div-sal,use_accelerate=True,delta=/home/vmagent/app/data/llama-2-delta-tune-model-div-sal/best_model_structure.txt",
|
| 16 |
+
"num_fewshot": 25,
|
| 17 |
+
"batch_size": "auto",
|
| 18 |
+
"batch_sizes": [
|
| 19 |
+
16
|
| 20 |
+
],
|
| 21 |
+
"device": null,
|
| 22 |
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"no_cache": false,
|
| 23 |
+
"limit": null,
|
| 24 |
+
"bootstrap_iters": 100000,
|
| 25 |
+
"description_dict": {}
|
| 26 |
+
}
|
| 27 |
+
}
|
llama2-7b-delta-hellaswag
ADDED
|
@@ -0,0 +1,27 @@
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|
| 1 |
+
{
|
| 2 |
+
"results": {
|
| 3 |
+
"hellaswag": {
|
| 4 |
+
"acc": 0.5876319458275244,
|
| 5 |
+
"acc_stderr": 0.004912547040132876,
|
| 6 |
+
"acc_norm": 0.7783310097590121,
|
| 7 |
+
"acc_norm_stderr": 0.004145206350032315
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"versions": {
|
| 11 |
+
"hellaswag": 0
|
| 12 |
+
},
|
| 13 |
+
"config": {
|
| 14 |
+
"model": "hf-causal-experimental",
|
| 15 |
+
"model_args": "pretrained=/home/vmagent/app/data/Llama-2-7b-hf,peft=/home/vmagent/app/data/llama-2-delta-tune-model-div-sal,use_accelerate=True,delta=/home/vmagent/app/data/llama-2-delta-tune-model-div-sal/best_model_structure.txt",
|
| 16 |
+
"num_fewshot": 10,
|
| 17 |
+
"batch_size": "auto",
|
| 18 |
+
"batch_sizes": [
|
| 19 |
+
16
|
| 20 |
+
],
|
| 21 |
+
"device": null,
|
| 22 |
+
"no_cache": false,
|
| 23 |
+
"limit": null,
|
| 24 |
+
"bootstrap_iters": 100000,
|
| 25 |
+
"description_dict": {}
|
| 26 |
+
}
|
| 27 |
+
}
|
llama2-7b-delta-mmlu
ADDED
|
@@ -0,0 +1,419 @@
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|
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|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"results": {
|
| 3 |
+
"hendrycksTest-abstract_algebra": {
|
| 4 |
+
"acc": 0.34,
|
| 5 |
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"acc_stderr": 0.04760952285695236,
|
| 6 |
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"acc_norm": 0.34,
|
| 7 |
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"acc_norm_stderr": 0.04760952285695236
|
| 8 |
+
},
|
| 9 |
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"hendrycksTest-anatomy": {
|
| 10 |
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"acc": 0.45925925925925926,
|
| 11 |
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"acc_stderr": 0.04304979692464242,
|
| 12 |
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"acc_norm": 0.45925925925925926,
|
| 13 |
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"acc_norm_stderr": 0.04304979692464242
|
| 14 |
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},
|
| 15 |
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"hendrycksTest-astronomy": {
|
| 16 |
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"acc": 0.40131578947368424,
|
| 17 |
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"acc_stderr": 0.039889037033362836,
|
| 18 |
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|
| 19 |
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|
| 20 |
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},
|
| 21 |
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"hendrycksTest-business_ethics": {
|
| 22 |
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"acc": 0.49,
|
| 23 |
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|
| 24 |
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|
| 25 |
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"acc_norm_stderr": 0.05024183937956912
|
| 26 |
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},
|
| 27 |
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"hendrycksTest-clinical_knowledge": {
|
| 28 |
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"acc": 0.44150943396226416,
|
| 29 |
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"acc_stderr": 0.030561590426731844,
|
| 30 |
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"acc_norm": 0.44150943396226416,
|
| 31 |
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"acc_norm_stderr": 0.030561590426731844
|
| 32 |
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},
|
| 33 |
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"hendrycksTest-college_biology": {
|
| 34 |
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"acc": 0.4513888888888889,
|
| 35 |
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"acc_stderr": 0.04161402398403279,
|
| 36 |
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|
| 37 |
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"acc_norm_stderr": 0.04161402398403279
|
| 38 |
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},
|
| 39 |
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"hendrycksTest-college_chemistry": {
|
| 40 |
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"acc": 0.35,
|
| 41 |
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"acc_stderr": 0.0479372485441102,
|
| 42 |
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|
| 43 |
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|
| 44 |
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},
|
| 45 |
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"hendrycksTest-college_computer_science": {
|
| 46 |
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"acc": 0.36,
|
| 47 |
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|
| 48 |
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|
| 49 |
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"acc_norm_stderr": 0.04824181513244218
|
| 50 |
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},
|
| 51 |
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"hendrycksTest-college_mathematics": {
|
| 52 |
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"acc": 0.35,
|
| 53 |
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"acc_stderr": 0.047937248544110196,
|
| 54 |
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"acc_norm": 0.35,
|
| 55 |
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"acc_norm_stderr": 0.047937248544110196
|
| 56 |
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},
|
| 57 |
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"hendrycksTest-college_medicine": {
|
| 58 |
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"acc": 0.42196531791907516,
|
| 59 |
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"acc_stderr": 0.0376574669386515,
|
| 60 |
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"acc_norm": 0.42196531791907516,
|
| 61 |
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"acc_norm_stderr": 0.0376574669386515
|
| 62 |
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},
|
| 63 |
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"hendrycksTest-college_physics": {
|
| 64 |
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"acc": 0.23529411764705882,
|
| 65 |
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"acc_stderr": 0.04220773659171453,
|
| 66 |
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"acc_norm": 0.23529411764705882,
|
| 67 |
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"acc_norm_stderr": 0.04220773659171453
|
| 68 |
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},
|
| 69 |
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"hendrycksTest-computer_security": {
|
| 70 |
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"acc": 0.59,
|
| 71 |
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"acc_stderr": 0.049431107042371025,
|
| 72 |
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"acc_norm": 0.59,
|
| 73 |
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"acc_norm_stderr": 0.049431107042371025
|
| 74 |
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},
|
| 75 |
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"hendrycksTest-conceptual_physics": {
|
| 76 |
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"acc": 0.4340425531914894,
|
| 77 |
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"acc_stderr": 0.03240038086792747,
|
| 78 |
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"acc_norm": 0.4340425531914894,
|
| 79 |
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"acc_norm_stderr": 0.03240038086792747
|
| 80 |
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},
|
| 81 |
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"hendrycksTest-econometrics": {
|
| 82 |
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"acc": 0.32456140350877194,
|
| 83 |
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"acc_stderr": 0.04404556157374768,
|
| 84 |
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"acc_norm": 0.32456140350877194,
|
| 85 |
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"acc_norm_stderr": 0.04404556157374768
|
| 86 |
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},
|
| 87 |
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"hendrycksTest-electrical_engineering": {
|
| 88 |
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"acc": 0.3931034482758621,
|
| 89 |
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"acc_stderr": 0.0407032901370707,
|
| 90 |
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"acc_norm": 0.3931034482758621,
|
| 91 |
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"acc_norm_stderr": 0.0407032901370707
|
| 92 |
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},
|
| 93 |
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"hendrycksTest-elementary_mathematics": {
|
| 94 |
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"acc": 0.28835978835978837,
|
| 95 |
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"acc_stderr": 0.0233306540545359,
|
| 96 |
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"acc_norm": 0.28835978835978837,
|
| 97 |
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"acc_norm_stderr": 0.0233306540545359
|
| 98 |
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},
|
| 99 |
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"hendrycksTest-formal_logic": {
|
| 100 |
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"acc": 0.30158730158730157,
|
| 101 |
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"acc_stderr": 0.04104947269903394,
|
| 102 |
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"acc_norm": 0.30158730158730157,
|
| 103 |
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"acc_norm_stderr": 0.04104947269903394
|
| 104 |
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},
|
| 105 |
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"hendrycksTest-global_facts": {
|
| 106 |
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"acc": 0.3,
|
| 107 |
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"acc_stderr": 0.046056618647183814,
|
| 108 |
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"acc_norm": 0.3,
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}
|
llama2-7b-delta-truthqa
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{
|
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"results": {
|
| 3 |
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|
| 4 |
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| 5 |
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