/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py:61: FutureWarning: The pynvml package is deprecated. Please install nvidia-ml-py instead. If you did not install pynvml directly, please report this to the maintainers of the package that installed pynvml for you.
  import pynvml  # type: ignore[import]
2026-02-23:16:26:56,052 INFO     [__main__.py:279] Verbosity set to INFO
2026-02-23:16:26:56,053 INFO     [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
2026-02-23:16:26:56,080 INFO     [__init__.py:491] `group` and `group_alias` keys in TaskConfigs are deprecated and will be removed in v0.4.5 of lm_eval. The new `tag` field will be used to allow for a shortcut to a group of tasks one does not wish to aggregate metrics across. `group`s which aggregate across subtasks must be only defined in a separate group config file, which will be the official way to create groups that support cross-task aggregation as in `mmlu`. Please see the v0.4.4 patch notes and our documentation: https://github.com/EleutherAI/lm-evaluation-harness/blob/main/docs/new_task_guide.md#advanced-group-configs for more information.
2026-02-23:16:26:59,815 INFO     [__init__.py:491] `group` and `group_alias` keys in TaskConfigs are deprecated and will be removed in v0.4.5 of lm_eval. The new `tag` field will be used to allow for a shortcut to a group of tasks one does not wish to aggregate metrics across. `group`s which aggregate across subtasks must be only defined in a separate group config file, which will be the official way to create groups that support cross-task aggregation as in `mmlu`. Please see the v0.4.4 patch notes and our documentation: https://github.com/EleutherAI/lm-evaluation-harness/blob/main/docs/new_task_guide.md#advanced-group-configs for more information.
2026-02-23:16:27:01,628 INFO     [__main__.py:376] Selected Tasks: ['polemo2_in_multiple_choice', 'polemo2_out_multiple_choice', 'polish_8tags_multiple_choice', 'polish_belebele_mc', 'polish_cbd_multiple_choice', 'polish_dyk_multiple_choice', 'polish_klej_ner_multiple_choice', 'polish_polqa_reranking_multiple_choice', 'polish_ppc_multiple_choice', 'polish_psc_multiple_choice']
2026-02-23:16:27:01,632 INFO     [evaluator.py:161] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234
2026-02-23:16:27:01,632 INFO     [evaluator.py:198] Initializing hf model, with arguments: {'pretrained': '/workspace/packed_model/', 'trust_remote_code': True}
2026-02-23:16:27:01,999 INFO     [huggingface.py:130] Using device 'cuda'
2026-02-23:16:27:02,261 INFO     [huggingface.py:366] Model parallel was set to False, max memory was not set, and device map was set to {'': 'cuda'}
Successfully loaded VPTQ CUDA kernels.
2026-02-23:16:27:04,597 WARNING  [task.py:101] A task YAML file was found to contain a `group` key. Groups which provide aggregate scores over several subtasks now require a separate config file--if not aggregating, you may want to use the `tag` config option instead within your config. Setting `group` within a TaskConfig will be deprecated in v0.4.4. Please see https://github.com/EleutherAI/lm-evaluation-harness/blob/main/docs/task_guide.md for more information.

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2026-02-23:16:27:08,008 WARNING  [task.py:101] A task YAML file was found to contain a `group` key. Groups which provide aggregate scores over several subtasks now require a separate config file--if not aggregating, you may want to use the `tag` config option instead within your config. Setting `group` within a TaskConfig will be deprecated in v0.4.4. Please see https://github.com/EleutherAI/lm-evaluation-harness/blob/main/docs/task_guide.md for more information.

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/usr/local/lib/python3.12/dist-packages/datasets/load.py:1499: FutureWarning: The repository for ipipan/polqa contains custom code which must be executed to correctly load the dataset. You can inspect the repository content at https://hf.co/datasets/ipipan/polqa
You can avoid this message in future by passing the argument `trust_remote_code=True`.
Passing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.
  warnings.warn(

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2026-02-23:16:27:44,807 INFO     [evaluator.py:279] Setting fewshot random generator seed to 1234
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2026-02-23:16:27:44,808 WARNING  [model.py:422] model.chat_template was called with the chat_template set to False or None. Therefore no chat template will be applied. Make sure this is an intended behavior.
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2026-02-23:16:27:49,316 INFO     [task.py:423] Building contexts for polish_ppc_multiple_choice on rank 0...

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2026-02-23:16:27:53,917 INFO     [task.py:423] Building contexts for polish_polqa_reranking_multiple_choice on rank 0...

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2026-02-23:16:28:47,415 INFO     [task.py:423] Building contexts for polish_klej_ner_multiple_choice on rank 0...

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2026-02-23:16:28:59,396 INFO     [task.py:423] Building contexts for polish_dyk_multiple_choice on rank 0...

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2026-02-23:16:29:03,745 INFO     [task.py:423] Building contexts for polish_cbd_multiple_choice on rank 0...

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2026-02-23:16:29:09,301 INFO     [task.py:423] Building contexts for polish_belebele_mc on rank 0...

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2026-02-23:16:29:15,027 INFO     [task.py:423] Building contexts for polish_8tags_multiple_choice on rank 0...

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2026-02-23:16:29:31,282 INFO     [task.py:423] Building contexts for polemo2_out_multiple_choice on rank 0...

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2026-02-23:18:20:44,443 WARNING  [huggingface.py:1344] Failed to get model SHA for /workspace/packed_model/ at revision main. Error: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/workspace/packed_model/'. Use `repo_type` argument if needed.
fatal: not a git repository (or any of the parent directories): .git
2026-02-23:18:20:45,262 INFO     [evaluation_tracker.py:206] Saving results aggregated
2026-02-23:18:20:45,284 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polemo2_in_multiple_choice
2026-02-23:18:20:45,559 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polemo2_out_multiple_choice
2026-02-23:18:20:45,721 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polish_8tags_multiple_choice
2026-02-23:18:20:46,509 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polish_belebele_mc
2026-02-23:18:20:46,754 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polish_cbd_multiple_choice
2026-02-23:18:20:46,934 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polish_dyk_multiple_choice
2026-02-23:18:20:47,023 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polish_klej_ner_multiple_choice
2026-02-23:18:20:47,337 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polish_polqa_reranking_multiple_choice
2026-02-23:18:20:48,961 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polish_ppc_multiple_choice
2026-02-23:18:20:49,038 INFO     [evaluation_tracker.py:287] Saving per-sample results for: polish_psc_multiple_choice
hf (pretrained=/workspace/packed_model/,trust_remote_code=True), gen_kwargs: (None), limit: None, num_fewshot: 5, batch_size: 1
|                Tasks                 |Version|Filter|n-shot| Metric |   |Value |   |Stderr|
|--------------------------------------|-------|------|-----:|--------|---|-----:|---|------|
|polemo2_in_multiple_choice            |Yaml   |none  |     5|acc     |↑  |0.8712|±  |0.0125|
|                                      |       |none  |     5|acc_norm|↑  |0.8767|±  |0.0122|
|polemo2_out_multiple_choice           |Yaml   |none  |     5|acc     |↑  |0.7105|±  |0.0204|
|                                      |       |none  |     5|acc_norm|↑  |0.7368|±  |0.0198|
|polish_8tags_multiple_choice          |Yaml   |none  |     5|acc     |↑  |0.7820|±  |0.0062|
|                                      |       |none  |     5|acc_norm|↑  |0.7784|±  |0.0063|
|polish_belebele_mc                    |      0|none  |     5|acc     |↑  |0.8700|±  |0.0112|
|                                      |       |none  |     5|acc_norm|↑  |0.8700|±  |0.0112|
|polish_cbd_multiple_choice            |Yaml   |none  |     5|acc     |↑  |0.7940|±  |0.0128|
|                                      |       |none  |     5|acc_norm|↑  |0.8030|±  |0.0126|
|                                      |       |none  |     5|f1      |↑  |0.3467|±  |   N/A|
|polish_dyk_multiple_choice            |Yaml   |none  |     5|acc     |↑  |0.8523|±  |0.0111|
|                                      |       |none  |     5|acc_norm|↑  |0.8523|±  |0.0111|
|                                      |       |none  |     5|f1      |↑  |0.6637|±  |   N/A|
|polish_klej_ner_multiple_choice       |Yaml   |none  |     5|acc     |↑  |0.5238|±  |0.0110|
|                                      |       |none  |     5|acc_norm|↑  |0.5092|±  |0.0110|
|polish_polqa_reranking_multiple_choice|Yaml   |none  |     5|acc     |↑  |0.8126|±  |0.0035|
|                                      |       |none  |     5|acc_norm|↑  |0.8126|±  |0.0035|
|polish_ppc_multiple_choice            |Yaml   |none  |     5|acc     |↑  |0.7590|±  |0.0135|
|                                      |       |none  |     5|acc_norm|↑  |0.7590|±  |0.0135|
|polish_psc_multiple_choice            |Yaml   |none  |     5|acc     |↑  |0.9657|±  |0.0055|
|                                      |       |none  |     5|acc_norm|↑  |0.9657|±  |0.0055|
|                                      |       |none  |     5|f1      |↑  |0.9414|±  |   N/A|