{
  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if message.content is string %}\n        {%- set content = message.content %}\n    {%- else %}\n        {%- set content = '' %}\n    {%- endif %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}",
  "chat_template_sha": "64f85b198065d0fba2a81f37e10ed68161ce2c19a754c7100e67e0ca2ee9c326",
  "config": {
    "batch_size": "32",
    "batch_sizes": [],
    "bootstrap_iters": 100000,
    "device": "cuda:0",
    "fewshot_seed": 1234,
    "gen_kwargs": {},
    "limit": null,
    "model": "hf",
    "model_args": "pretrained=Qwen/Qwen3-4B-Instruct-2507",
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    "random_seed": 0,
    "torch_seed": 1234,
    "use_cache": "[redacted]"
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  "configs": {
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      "dataset_name": "main",
      "dataset_path": "openai/gsm8k",
      "description": "",
      "doc_to_target": "{{answer}}",
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        "doc_to_choice": null,
        "doc_to_target": "{{answer}}",
        "doc_to_text": "Question: {{question}}\nAnswer:",
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        "fewshot_indices": null,
        "gen_prefix": null,
        "process_docs": null,
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        {
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            {
              "function": "regex",
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              "function": "take_first"
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        "temperature": 0.0,
        "until": [
          "Question:",
          "</s>",
          "<|im_end|>"
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      "metadata": {
        "config_source": "[redacted]",
        "dtype": "bfloat16",
        "pretrained": "Qwen/Qwen3-4B-Instruct-2507",
        "trust_remote_code": true,
        "version": 3.0
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      "metric_list": [
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          "aggregation": "mean",
          "higher_is_better": true,
          "ignore_case": true,
          "ignore_punctuation": false,
          "metric": "exact_match",
          "regexes_to_ignore": [
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      "num_fewshot": 5,
      "output_type": "generate_until",
      "repeats": 1,
      "should_decontaminate": false,
      "target_delimiter": " ",
      "task": "gsm8k",
      "test_split": "test",
      "training_split": "train",
      "unsafe_code": false
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  "date": 1780942857.9108624,
  "eot_token_id": 151645,
  "fewshot_as_multiturn": true,
  "git_hash": null,
  "group_subtasks": {},
  "higher_is_better": {
    "gsm8k": {
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  "lm_eval_version": "0.4.12",
  "max_length": 262144,
  "model_name": "Qwen/Qwen3-4B-Instruct-2507",
  "model_name_sanitized": "Qwen/Qwen3-4B-Instruct-2507",
  "model_source": "Qwen/Qwen3-4B-Instruct-2507",
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    "gsm8k": {
      "effective": 1319,
      "original": 1319
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  },
  "n-shot": {
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  "results": {
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      "alias": "gsm8k",
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      "exact_match,strict-match": 0.7323730098559514,
      "exact_match_stderr,flexible-extract": 0.01118958798579141,
      "exact_match_stderr,strict-match": 0.012194764427053348,
      "name": "gsm8k",
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  "system_instruction_sha": null,
  "task_hashes": {
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  "tokenizer_bos_token": [
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  "tokenizer_eos_token": [
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  "tokenizer_pad_token": [
    "<|endoftext|>",
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  "total_evaluation_time_seconds": "1433.1546569541097",
  "transformers_version": "4.57.6",
  "upper_git_hash": null,
  "versions": {
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}