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raw/qwen2.5-3b-instruct/int4_bnb__hellaswag.json

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+{
+  "results": {
+    "hellaswag": {
+      "name": "hellaswag",
+      "alias": "hellaswag",
+      "sample_len": 10042,
+      "acc,none": 0.5444134634534953,
+      "acc_stderr,none": 0.004970057183367316,
+      "acc_norm,none": 0.7328221469826728,
+      "acc_norm_stderr,none": 0.0044158166963031605
+    }
+  },
+  "group_subtasks": {},
+  "configs": {
+    "hellaswag": {
+      "task": "hellaswag",
+      "dataset_path": "Rowan/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}}",
+      "unsafe_code": false,
+      "doc_to_choice": "choices",
+      "description": "",
+      "target_delimiter": " ",
+      "fewshot_delimiter": "\n\n",
+      "fewshot_config": {
+        "sampler": "default",
+        "split": null,
+        "process_docs": "<function process_docs at 0x000002875E5F53A0>",
+        "fewshot_indices": null,
+        "samples": null,
+        "doc_to_text": "{{query}}",
+        "doc_to_choice": "choices",
+        "doc_to_target": "{{label}}",
+        "gen_prefix": null,
+        "fewshot_delimiter": "\n\n",
+        "target_delimiter": " "
+      },
+      "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,
+        "pretrained": "Qwen/Qwen2.5-3B-Instruct",
+        "trust_remote_code": true,
+        "dtype": "float16",
+        "load_in_4bit": true,
+        "bnb_4bit_quant_type": "nf4",
+        "bnb_4bit_compute_dtype": "float16",
+        "config_source": "C:\\Users\\user\\Desktop\\projects\\llm_rp\\research_project\\.venv311\\Lib\\site-packages\\lm_eval\\tasks\\hellaswag\\hellaswag.yaml"
+      }
+    }
+  },
+  "versions": {
+    "hellaswag": 1.0
+  },
+  "n-shot": {
+    "hellaswag": 10
+  },
+  "higher_is_better": {
+    "hellaswag": {
+      "acc": true,
+      "acc_norm": true
+    }
+  },
+  "n-samples": {
+    "hellaswag": {
+      "original": 10042,
+      "effective": 10042
+    }
+  },
+  "config": {
+    "model": "hf",
+    "model_args": {
+      "pretrained": "Qwen/Qwen2.5-3B-Instruct",
+      "trust_remote_code": true,
+      "dtype": "float16",
+      "load_in_4bit": true,
+      "bnb_4bit_quant_type": "nf4",
+      "bnb_4bit_compute_dtype": "float16"
+    },
+    "model_num_parameters": 3085938688,
+    "model_dtype": "torch.float16",
+    "model_revision": "main",
+    "model_sha": "aa8e72537993ba99e69dfaafa59ed015b17504d1",
+    "batch_size": "auto",
+    "batch_sizes": [
+      8
+    ],
+    "device": "cuda:0",
+    "use_cache": null,
+    "limit": null,
+    "bootstrap_iters": 100000,
+    "gen_kwargs": {},
+    "random_seed": 0,
+    "numpy_seed": 1234,
+    "torch_seed": 1234,
+    "fewshot_seed": 1234
+  },
+  "git_hash": null,
+  "date": 1780948263.3173285,
+  "pretty_env_info": "PyTorch version: 2.6.0+cu124\nIs debug build: False\nCUDA used to build PyTorch: 12.4\nROCM used to build PyTorch: N/A\n\nOS: Microsoft Windows 11 Pro (10.0.26200 64-bit)\nGCC version: Could not collect\nClang version: Could not collect\nCMake version: Could not collect\nLibc version: N/A\n\nPython version: 3.11.9 (tags/v3.11.9:de54cf5, Apr  2 2024, 10:12:12) [MSC v.1938 64 bit (AMD64)] (64-bit runtime)\nPython platform: Windows-10-10.0.26200-SP0\nIs CUDA available: True\nCUDA runtime version: Could not collect\nCUDA_MODULE_LOADING set to: LAZY\nGPU models and configuration: GPU 0: NVIDIA GeForce RTX 4060 Laptop GPU\nNvidia driver version: 560.94\ncuDNN version: Could not collect\nHIP runtime version: N/A\nMIOpen runtime version: N/A\nIs XNNPACK available: True\n\nCPU:\nName: 13th Gen Intel(R) Core(TM) i7-13620H\nManufacturer: GenuineIntel\nFamily: 198\nArchitecture: 9\nProcessorType: 3\nDeviceID: CPU0\nCurrentClockSpeed: 2400\nMaxClockSpeed: 2400\nL2CacheSize: 9728\nL2CacheSpeed: None\nRevision: None\n\nVersions of relevant libraries:\n[pip3] numpy==2.4.6\n[pip3] torch==2.6.0+cu124\n[conda] Could not collect",
+  "transformers_version": "4.49.0",
+  "lm_eval_version": "0.4.12",
+  "upper_git_hash": null,
+  "tokenizer_pad_token": [
+    "<|endoftext|>",
+    "151643"
+  ],
+  "tokenizer_eos_token": [
+    "<|im_end|>",
+    "151645"
+  ],
+  "tokenizer_bos_token": [
+    null,
+    "None"
+  ],
+  "eot_token_id": 151645,
+  "max_length": 32768,
+  "task_hashes": {},
+  "model_source": "hf",
+  "model_name": "Qwen/Qwen2.5-3B-Instruct",
+  "model_name_sanitized": "Qwen__Qwen2.5-3B-Instruct",
+  "system_instruction": null,
+  "system_instruction_sha": null,
+  "fewshot_as_multiturn": null,
+  "chat_template": null,
+  "chat_template_sha": null,
+  "total_evaluation_time_seconds": "16773.490136499982"
+}