| { |
| "results": { |
| "hellaswag": { |
| "acc,none": 0.6504680342561243, |
| "acc_stderr,none": 0.004758476684324035, |
| "acc_norm,none": 0.8483369846644094, |
| "acc_norm_stderr,none": 0.0035796087435066605, |
| "alias": "hellaswag" |
| } |
| }, |
| "configs": { |
| "hellaswag": { |
| "task": "hellaswag", |
| "group": [ |
| "multiple_choice" |
| ], |
| "dataset_path": "/lustre07/scratch/gagan30/arocr/meta-llama/self_rewarding_models/eval/hellaswag", |
| "training_split": "train", |
| "validation_split": "validation", |
| "process_docs": "def process_docs(dataset: datasets.Dataset) -> datasets.Dataset:\n def _process_doc(doc):\n ctx = doc[\"ctx_a\"] + \" \" + doc[\"ctx_b\"].capitalize()\n out_doc = {\n \"query\": preprocess(doc[\"activity_label\"] + \": \" + ctx),\n \"choices\": [preprocess(ending) for ending in doc[\"endings\"]],\n \"gold\": int(doc[\"label\"]),\n }\n return out_doc\n\n return dataset.map(_process_doc)\n", |
| "doc_to_text": "{{query}}", |
| "doc_to_target": "{{label}}", |
| "doc_to_choice": "choices", |
| "description": "", |
| "target_delimiter": " ", |
| "fewshot_delimiter": "\n\n", |
| "num_fewshot": 10, |
| "metric_list": [ |
| { |
| "metric": "acc", |
| "aggregation": "mean", |
| "higher_is_better": true |
| }, |
| { |
| "metric": "acc_norm", |
| "aggregation": "mean", |
| "higher_is_better": true |
| } |
| ], |
| "output_type": "multiple_choice", |
| "repeats": 1, |
| "should_decontaminate": false, |
| "metadata": { |
| "version": 1.0 |
| } |
| } |
| }, |
| "versions": { |
| "hellaswag": 1.0 |
| }, |
| "n-shot": { |
| "hellaswag": 10 |
| }, |
| "config": { |
| "model": "vllm", |
| "model_args": "pretrained=/lustre07/scratch/gagan30/arocr/meta-llama/self_rewarding_models/Oasis,tensor_parallel_size=1,dtype=auto,gpu_memory_utilization=0.9,data_parallel_size=1,max_model_len=4096", |
| "batch_size": "auto:128", |
| "batch_sizes": [], |
| "device": "cuda", |
| "use_cache": "/lustre07/scratch/gagan30/arocr/cache/", |
| "limit": null, |
| "bootstrap_iters": 100000, |
| "gen_kwargs": null |
| }, |
| "git_hash": null |
| } |
