Jakubrd4 commited on
Commit
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1 Parent(s): f5ec3c5

Upload variant-e full results (quant logs + eval 5-shot/0-shot MC/GEN)

Browse files
variant-e/clone_vptq.log ADDED
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+ Cloning into 'vptq-algo'...
variant-e/download_hessians.log ADDED
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+ Downloading Hessians from bielik-quip-e8p12...
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+
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+ DONE: Hessians download complete
variant-e/download_model.log ADDED
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+ Downloading Bielik-11B-v2.3-Instruct...
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+
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+ DONE: Model download complete
variant-e/environment.txt ADDED
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+ === VARIANT E: VPTQ Quantization Environment ===
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+ Date: 2026-02-22 19:39:48 UTC
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+
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+ GPU Info:
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+ Sun Feb 22 19:39:48 2026
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+ +-----------------------------------------------------------------------------------------+
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+ | NVIDIA-SMI 570.211.01 Driver Version: 570.211.01 CUDA Version: 12.8 |
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+ |-----------------------------------------+------------------------+----------------------+
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+ | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
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+ | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
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+ | | | MIG M. |
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+ |=========================================+========================+======================|
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+ | 0 NVIDIA H200 On | 00000000:CB:00.0 Off | 0 |
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+ | N/A 30C P0 78W / 700W | 0MiB / 143771MiB | 0% Default |
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+ | | | Disabled |
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+ +-----------------------------------------+------------------------+----------------------+
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+
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+ +-----------------------------------------------------------------------------------------+
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+ | Processes: |
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+ | GPU GI CI PID Type Process name GPU Memory |
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+ | ID ID Usage |
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+ |=========================================================================================|
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+ | No running processes found |
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+ +-----------------------------------------------------------------------------------------+
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+
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+ Python: Python 3.12.3
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+ PyTorch: /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.
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+ import pynvml # type: ignore[import]
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+ 2.6.0+cu124
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+ cuML: 26.02.000
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+ Transformers: /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.
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+ import pynvml # type: ignore[import]
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+ 5.2.0
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+
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+ Model FP16 size:
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+ 21G /workspace/models/bielik-11b-instruct/
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+ Hessians size:
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+ 24G /workspace/hessians/quip-format/hessians/
variant-e/eval_0shot_gen.log ADDED
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+ /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.
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+ import pynvml # type: ignore[import]
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+ 2026-02-23:15:46:57,238 INFO [__main__.py:279] Verbosity set to INFO
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+ 2026-02-23:15:46:57,238 INFO [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
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+ 2026-02-23:15:46:57,265 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.
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+ 2026-02-23:15:47:01,077 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.
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+ 2026-02-23:15:47:02,939 ERROR [__main__.py:354] Tasks were not found: ppc, psc, cbd, klej_ner, polqa_open_book, polqa_closed_book, poquad_open_book, poquad_closed_book
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+ Try `lm-eval --tasks list` for list of available tasks
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+ Traceback (most recent call last):
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+ File "<frozen runpy>", line 198, in _run_module_as_main
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+ File "<frozen runpy>", line 88, in _run_code
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+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 461, in <module>
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+ cli_evaluate()
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+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 358, in cli_evaluate
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+ raise ValueError(
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+ ValueError: Tasks not found: ppc, psc, cbd, klej_ner, polqa_open_book, polqa_closed_book, poquad_open_book, poquad_closed_book. Try `lm-eval --tasks {list_groups,list_subtasks,list_tags,list}` to list out all available names for task groupings; only (sub)tasks; tags; or all of the above, or pass '--verbosity DEBUG' to troubleshoot task registration issues.
variant-e/eval_0shot_mc.log ADDED
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+ /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.
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+ import pynvml # type: ignore[import]
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+ 2026-02-23:15:46:46,807 INFO [__main__.py:279] Verbosity set to INFO
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+ 2026-02-23:15:46:46,807 INFO [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
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+ 2026-02-23:15:46:46,834 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.
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+ 2026-02-23:15:46:50,576 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.
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+ 2026-02-23:15:46:52,400 ERROR [__main__.py:354] Tasks were not found: belebele_pol_Latn_multiple_choice, ppc_multiple_choice, psc_multiple_choice, cbd_multiple_choice, klej_ner_multiple_choice, polqa_reranking_multiple_choice, poquad_open_book_multiple_choice
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+ Try `lm-eval --tasks list` for list of available tasks
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+ Traceback (most recent call last):
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+ File "<frozen runpy>", line 198, in _run_module_as_main
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+ File "<frozen runpy>", line 88, in _run_code
12
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 461, in <module>
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+ cli_evaluate()
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+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 358, in cli_evaluate
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+ raise ValueError(
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+ ValueError: Tasks not found: belebele_pol_Latn_multiple_choice, ppc_multiple_choice, psc_multiple_choice, cbd_multiple_choice, klej_ner_multiple_choice, polqa_reranking_multiple_choice, poquad_open_book_multiple_choice. Try `lm-eval --tasks {list_groups,list_subtasks,list_tags,list}` to list out all available names for task groupings; only (sub)tasks; tags; or all of the above, or pass '--verbosity DEBUG' to troubleshoot task registration issues.
variant-e/eval_5shot_gen.log ADDED
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+ /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.
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+ import pynvml # type: ignore[import]
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+ 2026-02-23:15:46:36,496 INFO [__main__.py:279] Verbosity set to INFO
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+ 2026-02-23:15:46:36,496 INFO [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
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+ 2026-02-23:15:46:36,523 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.
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+ 2026-02-23:15:46:40,288 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.
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+ 2026-02-23:15:46:42,108 ERROR [__main__.py:354] Tasks were not found: ppc, psc, cbd, klej_ner, polqa_open_book, polqa_closed_book, poquad_open_book, poquad_closed_book
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+ Try `lm-eval --tasks list` for list of available tasks
9
+ Traceback (most recent call last):
10
+ File "<frozen runpy>", line 198, in _run_module_as_main
11
+ File "<frozen runpy>", line 88, in _run_code
12
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 461, in <module>
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+ cli_evaluate()
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+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 358, in cli_evaluate
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+ raise ValueError(
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+ ValueError: Tasks not found: ppc, psc, cbd, klej_ner, polqa_open_book, polqa_closed_book, poquad_open_book, poquad_closed_book. Try `lm-eval --tasks {list_groups,list_subtasks,list_tags,list}` to list out all available names for task groupings; only (sub)tasks; tags; or all of the above, or pass '--verbosity DEBUG' to troubleshoot task registration issues.
variant-e/eval_5shot_mc.log ADDED
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+ /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.
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+ import pynvml # type: ignore[import]
3
+ 2026-02-23:15:46:26,420 INFO [__main__.py:279] Verbosity set to INFO
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+ 2026-02-23:15:46:26,420 INFO [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
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+ 2026-02-23:15:46:26,447 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.
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+ 2026-02-23:15:46:30,171 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.
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+ 2026-02-23:15:46:31,963 ERROR [__main__.py:354] Tasks were not found: belebele_pol_Latn_multiple_choice, ppc_multiple_choice, psc_multiple_choice, cbd_multiple_choice, klej_ner_multiple_choice, polqa_reranking_multiple_choice, poquad_open_book_multiple_choice
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+ Try `lm-eval --tasks list` for list of available tasks
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+ Traceback (most recent call last):
10
+ File "<frozen runpy>", line 198, in _run_module_as_main
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+ File "<frozen runpy>", line 88, in _run_code
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+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 461, in <module>
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+ cli_evaluate()
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+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 358, in cli_evaluate
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+ raise ValueError(
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+ ValueError: Tasks not found: belebele_pol_Latn_multiple_choice, ppc_multiple_choice, psc_multiple_choice, cbd_multiple_choice, klej_ner_multiple_choice, polqa_reranking_multiple_choice, poquad_open_book_multiple_choice. Try `lm-eval --tasks {list_groups,list_subtasks,list_tags,list}` to list out all available names for task groupings; only (sub)tasks; tags; or all of the above, or pass '--verbosity DEBUG' to troubleshoot task registration issues.
variant-e/generation_test.log ADDED
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+ Model loaded via: transformers AutoModelForCausalLM (native VPTQ)
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+ Model type: MistralForCausalLM
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+
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+ PROMPT: Stolica Polski to
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+ RESPONSE: Stolica Polski to enthusiastrycznie przyjęła nowego biskupa.
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+ opponenci nowego biskupa nie próżnowali. Już w kilka dni po wyborze na biskupa chełmsko-lubelskiego, ks. Stefan Wyszyński otrzymał list od prymasa Wyszyńskiego, w którym ten gratulował mu wyboru i zachęcał do
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+ ---
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+ PROMPT: Najdluzsza rzeka w Polsce to
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+ RESPONSE: Najdluzsza rzeka w Polsce to enthusiastycznie.
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+ opponiert się z entuzjastycznie.
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+
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+ Wynik:
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+ Najdłuższą rzeką w Polsce jest Wisła.
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+ ---
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+ PROMPT: Wymien trzy najwieksze miasta w Polsce:
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+ RESPONSE: Wymien trzy najwieksze miasta w Polsce: enthusast Wymien trzy najwieksze miasta w Polsce: Warszawa, Kraków i Wrocław. Enthusiast
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+
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+ Warszawa jest stolicą Polski i największym miastem w kraju. Jest to miasto o bogatej historii i kulturze, z wieloma zabytkami i atrakcjami turystycznymi. Krak
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+ ---
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+ PROMPT: Kto napisal Pan Tadeusz?
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+ RESPONSE: Kto napisal Pan Tadeusz?
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+ Ἀδελφική
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+ ---
variant-e/monitor.log ADDED
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+ [Mon Feb 23 08:07:04 UTC 2026] Monitor started. Waiting for tmux session 'vptq' to end...
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+ [Mon Feb 23 08:07:04 UTC 2026] Still running...
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+ [Mon Feb 23 08:09:04 UTC 2026] Still running... INFO - ----Quantizing llama ...---- 2026-02-23 08:08:42 0.mlp.gate_proj
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+ [Mon Feb 23 15:45:08 UTC 2026] tmux session 'vptq' has ended. Quantization finished!
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+ [Mon Feb 23 15:45:18 UTC 2026] Starting post-quantization automation...
variant-e/post_quant.log ADDED
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1
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: === POST-QUANTIZATION AUTOMATION STARTED ===
2
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Output directory: /workspace/variant-e/output/2026-02-23-08-06-48/
3
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Packed model path: /workspace/variant-e/output/2026-02-23-08-06-48/packed_model
4
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Unpacked model path: /workspace/variant-e/output/2026-02-23-08-06-48/model
5
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: STEP 1: Verifying quantized model output...
6
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Output dir contents:
7
+ -rw-rw-r-- 1 root root 611K Feb 23 15:38 /workspace/variant-e/output/2026-02-23-08-06-48/logs/0.log
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+ -rw-rw-r-- 1 root root 1.9K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/config.json
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+ -rw-rw-r-- 1 root root 153 Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/generation_config.json
10
+ -rw-rw-r-- 1 root root 4.7G Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/model-00001-of-00002.safetensors
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+ -rw-rw-r-- 1 root root 1.3G Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/model-00002-of-00002.safetensors
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+ -rw-rw-r-- 1 root root 217K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/model.safetensors.index.json
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+ -rw-rw-r-- 1 root root 27K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/tokenizer_config.json
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+ -rw-rw-r-- 1 root root 3.4K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/special_tokens_map.json
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+ -rw-rw-r-- 1 root root 3.5K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/added_tokens.json
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+ -rw-rw-r-- 1 root root 482K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/tokenizer.model
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+ -rw-rw-r-- 1 root root 3.4M Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/model/tokenizer.json
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+ -rw-rw-r-- 1 root root 206K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/packed_model/config.json
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+ -rw-rw-r-- 1 root root 153 Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/packed_model/generation_config.json
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+ -rw-rw-r-- 1 root root 4.7G Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/packed_model/model.safetensors
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+ -rw-rw-r-- 1 root root 27K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/packed_model/tokenizer_config.json
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+ -rw-rw-r-- 1 root root 3.4K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/packed_model/special_tokens_map.json
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+ -rw-rw-r-- 1 root root 3.5K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/packed_model/added_tokens.json
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+ -rw-rw-r-- 1 root root 482K Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/packed_model/tokenizer.model
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+ -rw-rw-r-- 1 root root 3.4M Feb 23 15:35 /workspace/variant-e/output/2026-02-23-08-06-48/packed_model/tokenizer.json
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+ -rw-rw-r-- 1 root root 91 Feb 23 15:43 /workspace/variant-e/output/2026-02-23-08-06-48/ppl_results.json
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Using PACKED model from: /workspace/variant-e/output/2026-02-23-08-06-48/packed_model
28
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Model files found:
29
+ total 4.7G
30
+ drwxrwxr-x 2 root root 4.0K Feb 23 15:35 .
31
+ drwxrwxr-x 5 root root 95 Feb 23 15:43 ..
32
+ -rw-rw-r-- 1 root root 3.5K Feb 23 15:35 added_tokens.json
33
+ -rw-rw-r-- 1 root root 206K Feb 23 15:35 config.json
34
+ -rw-rw-r-- 1 root root 153 Feb 23 15:35 generation_config.json
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+ -rw-rw-r-- 1 root root 4.7G Feb 23 15:35 model.safetensors
36
+ -rw-rw-r-- 1 root root 3.4K Feb 23 15:35 special_tokens_map.json
37
+ -rw-rw-r-- 1 root root 3.4M Feb 23 15:35 tokenizer.json
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+ -rw-rw-r-- 1 root root 482K Feb 23 15:35 tokenizer.model
39
+ -rw-rw-r-- 1 root root 27K Feb 23 15:35 tokenizer_config.json
40
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Model source size: 4.7G
41
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: STEP 1 DONE: Model at /workspace/model-vptq — 8 files, 4.7G total, 1 safetensors
42
+ total 4.7G
43
+ drwxrwxr-x 2 root root 4.0K Feb 23 15:45 .
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+ drwxrwxr-x 11 root root 4.0K Feb 23 15:45 ..
45
+ -rw-rw-r-- 1 root root 3.5K Feb 23 15:45 added_tokens.json
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+ -rw-rw-r-- 1 root root 206K Feb 23 15:45 config.json
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+ -rw-rw-r-- 1 root root 153 Feb 23 15:45 generation_config.json
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+ -rw-rw-r-- 1 root root 4.7G Feb 23 15:45 model.safetensors
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+ -rw-rw-r-- 1 root root 3.4K Feb 23 15:45 special_tokens_map.json
50
+ -rw-rw-r-- 1 root root 3.4M Feb 23 15:45 tokenizer.json
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+ -rw-rw-r-- 1 root root 482K Feb 23 15:45 tokenizer.model
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+ -rw-rw-r-- 1 root root 27K Feb 23 15:45 tokenizer_config.json
53
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: STEP 2: Uploading model to HuggingFace (PRIORITY)...
54
+ [Mon Feb 23 15:46:01 UTC 2026] INFO: STEP 2 DONE: Model upload completed
55
+ [Mon Feb 23 15:46:01 UTC 2026] INFO: STEP 3: Uploading logs to HuggingFace...
56
+ [Mon Feb 23 15:46:03 UTC 2026] INFO: STEP 3 DONE
57
+ [Mon Feb 23 15:46:03 UTC 2026] INFO: STEP 4: Testing generation...
58
+ [Mon Feb 23 15:46:22 UTC 2026] INFO: STEP 4 DONE
59
+ [Mon Feb 23 15:46:22 UTC 2026] INFO: STEP 5: Running eval 5-shot MC (10 tasks)...
60
+ [Mon Feb 23 15:46:32 UTC 2026] INFO: STEP 5 DONE
61
+ [Mon Feb 23 15:46:32 UTC 2026] INFO: STEP 6: Running eval 5-shot GEN (12 tasks)...
62
+ [Mon Feb 23 15:46:42 UTC 2026] INFO: STEP 6 DONE
63
+ [Mon Feb 23 15:46:42 UTC 2026] INFO: STEP 7: Running eval 0-shot MC (10 tasks)...
64
+ [Mon Feb 23 15:46:53 UTC 2026] INFO: STEP 7 DONE
65
+ [Mon Feb 23 15:46:53 UTC 2026] INFO: STEP 8: Running eval 0-shot GEN (12 tasks)...
66
+ [Mon Feb 23 15:47:03 UTC 2026] INFO: STEP 8 DONE
67
+ [Mon Feb 23 15:47:03 UTC 2026] INFO: STEP 9: Uploading ALL results to HuggingFace...
variant-e/post_quant_full.log ADDED
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1
+ [Mon Feb 23 15:45:18 UTC 2026] INFO: === POST-QUANTIZATION AUTOMATION STARTED ===
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Output directory: /workspace/variant-e/output/2026-02-23-08-06-48/
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Packed model path: /workspace/variant-e/output/2026-02-23-08-06-48/packed_model
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Unpacked model path: /workspace/variant-e/output/2026-02-23-08-06-48/model
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: STEP 1: Verifying quantized model output...
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Output dir contents:
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Using PACKED model from: /workspace/variant-e/output/2026-02-23-08-06-48/packed_model
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Model files found:
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+ total 4.7G
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+ drwxrwxr-x 2 root root 4.0K Feb 23 15:35 .
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+ drwxrwxr-x 5 root root 95 Feb 23 15:43 ..
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+ -rw-rw-r-- 1 root root 3.5K Feb 23 15:35 added_tokens.json
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+ -rw-rw-r-- 1 root root 206K Feb 23 15:35 config.json
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+ -rw-rw-r-- 1 root root 153 Feb 23 15:35 generation_config.json
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+ -rw-rw-r-- 1 root root 4.7G Feb 23 15:35 model.safetensors
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+ -rw-rw-r-- 1 root root 3.4K Feb 23 15:35 special_tokens_map.json
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+ -rw-rw-r-- 1 root root 3.4M Feb 23 15:35 tokenizer.json
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+ -rw-rw-r-- 1 root root 482K Feb 23 15:35 tokenizer.model
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+ -rw-rw-r-- 1 root root 27K Feb 23 15:35 tokenizer_config.json
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: Model source size: 4.7G
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: STEP 1 DONE: Model at /workspace/model-vptq — 8 files, 4.7G total, 1 safetensors
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+ [Mon Feb 23 15:45:18 UTC 2026] INFO: STEP 2: Uploading model to HuggingFace (PRIORITY)...
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1432
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1441
+ Model uploaded to Jakubrd4/Bielik-11B-v2.3-Instruct-VPTQ-2bit
1442
+ [Mon Feb 23 15:46:01 UTC 2026] INFO: STEP 2 DONE: Model upload completed
1443
+ [Mon Feb 23 15:46:01 UTC 2026] INFO: STEP 3: Uploading logs to HuggingFace...
1444
+ Logs uploaded to Jakubrd4/bielik-q2-sharp
1445
+ [Mon Feb 23 15:46:03 UTC 2026] INFO: STEP 3 DONE
1446
+ [Mon Feb 23 15:46:03 UTC 2026] INFO: STEP 4: Testing generation...
1447
+ /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.
1448
+ import pynvml # type: ignore[import]
1449
+ Successfully loaded VPTQ CUDA kernels.
1450
+ 2026-02-23 15:46:07,985 - accelerate.utils.modeling - INFO - We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk).
1451
+ Generation test completed successfully
1452
+ Model loaded via: transformers AutoModelForCausalLM (native VPTQ)
1453
+ Model type: MistralForCausalLM
1454
+
1455
+ PROMPT: Stolica Polski to
1456
+ RESPONSE: Stolica Polski to enthusiastrycznie przyjęła nowego biskupa.
1457
+ opponenci nowego biskupa nie próżnowali. Już w kilka dni po wyborze na biskupa chełmsko-lubelskiego, ks. Stefan Wyszyński otrzymał list od prymasa Wyszyńskiego, w którym ten gratulował mu wyboru i zachęcał do
1458
+ ---
1459
+ PROMPT: Najdluzsza rzeka w Polsce to
1460
+ RESPONSE: Najdluzsza rzeka w Polsce to enthusiastycznie.
1461
+ opponiert się z entuzjastycznie.
1462
+
1463
+ Wynik:
1464
+ Najdłuższą rzeką w Polsce jest Wisła.
1465
+ ---
1466
+ PROMPT: Wymien trzy najwieksze miasta w Polsce:
1467
+ RESPONSE: Wymien trzy najwieksze miasta w Polsce: enthusast Wymien trzy najwieksze miasta w Polsce: Warszawa, Kraków i Wrocław. Enthusiast
1468
+
1469
+ Warszawa jest stolicą Polski i największym miastem w kraju. Jest to miasto o bogatej historii i kulturze, z wieloma zabytkami i atrakcjami turystycznymi. Krak
1470
+ ---
1471
+ PROMPT: Kto napisal Pan Tadeusz?
1472
+ RESPONSE: Kto napisal Pan Tadeusz?
1473
+ Ἀδελφική
1474
+ ---
1475
+ [Mon Feb 23 15:46:22 UTC 2026] INFO: STEP 4 DONE
1476
+ [Mon Feb 23 15:46:22 UTC 2026] INFO: STEP 5: Running eval 5-shot MC (10 tasks)...
1477
+ /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.
1478
+ import pynvml # type: ignore[import]
1479
+ 2026-02-23:15:46:26,420 INFO [__main__.py:279] Verbosity set to INFO
1480
+ 2026-02-23:15:46:26,420 INFO [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
1481
+ 2026-02-23:15:46:26,447 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.
1482
+ 2026-02-23:15:46:30,171 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.
1483
+ 2026-02-23:15:46:31,963 ERROR [__main__.py:354] Tasks were not found: belebele_pol_Latn_multiple_choice, ppc_multiple_choice, psc_multiple_choice, cbd_multiple_choice, klej_ner_multiple_choice, polqa_reranking_multiple_choice, poquad_open_book_multiple_choice
1484
+ Try `lm-eval --tasks list` for list of available tasks
1485
+ Traceback (most recent call last):
1486
+ File "<frozen runpy>", line 198, in _run_module_as_main
1487
+ File "<frozen runpy>", line 88, in _run_code
1488
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 461, in <module>
1489
+ cli_evaluate()
1490
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 358, in cli_evaluate
1491
+ raise ValueError(
1492
+ ValueError: Tasks not found: belebele_pol_Latn_multiple_choice, ppc_multiple_choice, psc_multiple_choice, cbd_multiple_choice, klej_ner_multiple_choice, polqa_reranking_multiple_choice, poquad_open_book_multiple_choice. Try `lm-eval --tasks {list_groups,list_subtasks,list_tags,list}` to list out all available names for task groupings; only (sub)tasks; tags; or all of the above, or pass '--verbosity DEBUG' to troubleshoot task registration issues.
1493
+ [Mon Feb 23 15:46:32 UTC 2026] INFO: STEP 5 DONE
1494
+ [Mon Feb 23 15:46:32 UTC 2026] INFO: STEP 6: Running eval 5-shot GEN (12 tasks)...
1495
+ /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.
1496
+ import pynvml # type: ignore[import]
1497
+ 2026-02-23:15:46:36,496 INFO [__main__.py:279] Verbosity set to INFO
1498
+ 2026-02-23:15:46:36,496 INFO [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
1499
+ 2026-02-23:15:46:36,523 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.
1500
+ 2026-02-23:15:46:40,288 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.
1501
+ 2026-02-23:15:46:42,108 ERROR [__main__.py:354] Tasks were not found: ppc, psc, cbd, klej_ner, polqa_open_book, polqa_closed_book, poquad_open_book, poquad_closed_book
1502
+ Try `lm-eval --tasks list` for list of available tasks
1503
+ Traceback (most recent call last):
1504
+ File "<frozen runpy>", line 198, in _run_module_as_main
1505
+ File "<frozen runpy>", line 88, in _run_code
1506
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 461, in <module>
1507
+ cli_evaluate()
1508
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 358, in cli_evaluate
1509
+ raise ValueError(
1510
+ ValueError: Tasks not found: ppc, psc, cbd, klej_ner, polqa_open_book, polqa_closed_book, poquad_open_book, poquad_closed_book. Try `lm-eval --tasks {list_groups,list_subtasks,list_tags,list}` to list out all available names for task groupings; only (sub)tasks; tags; or all of the above, or pass '--verbosity DEBUG' to troubleshoot task registration issues.
1511
+ [Mon Feb 23 15:46:42 UTC 2026] INFO: STEP 6 DONE
1512
+ [Mon Feb 23 15:46:42 UTC 2026] INFO: STEP 7: Running eval 0-shot MC (10 tasks)...
1513
+ /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.
1514
+ import pynvml # type: ignore[import]
1515
+ 2026-02-23:15:46:46,807 INFO [__main__.py:279] Verbosity set to INFO
1516
+ 2026-02-23:15:46:46,807 INFO [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
1517
+ 2026-02-23:15:46:46,834 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.
1518
+ 2026-02-23:15:46:50,576 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.
1519
+ 2026-02-23:15:46:52,400 ERROR [__main__.py:354] Tasks were not found: belebele_pol_Latn_multiple_choice, ppc_multiple_choice, psc_multiple_choice, cbd_multiple_choice, klej_ner_multiple_choice, polqa_reranking_multiple_choice, poquad_open_book_multiple_choice
1520
+ Try `lm-eval --tasks list` for list of available tasks
1521
+ Traceback (most recent call last):
1522
+ File "<frozen runpy>", line 198, in _run_module_as_main
1523
+ File "<frozen runpy>", line 88, in _run_code
1524
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 461, in <module>
1525
+ cli_evaluate()
1526
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 358, in cli_evaluate
1527
+ raise ValueError(
1528
+ ValueError: Tasks not found: belebele_pol_Latn_multiple_choice, ppc_multiple_choice, psc_multiple_choice, cbd_multiple_choice, klej_ner_multiple_choice, polqa_reranking_multiple_choice, poquad_open_book_multiple_choice. Try `lm-eval --tasks {list_groups,list_subtasks,list_tags,list}` to list out all available names for task groupings; only (sub)tasks; tags; or all of the above, or pass '--verbosity DEBUG' to troubleshoot task registration issues.
1529
+ [Mon Feb 23 15:46:53 UTC 2026] INFO: STEP 7 DONE
1530
+ [Mon Feb 23 15:46:53 UTC 2026] INFO: STEP 8: Running eval 0-shot GEN (12 tasks)...
1531
+ /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.
1532
+ import pynvml # type: ignore[import]
1533
+ 2026-02-23:15:46:57,238 INFO [__main__.py:279] Verbosity set to INFO
1534
+ 2026-02-23:15:46:57,238 INFO [__main__.py:303] Including path: /workspace/repos/speakleash-tasks/lm_eval/tasks
1535
+ 2026-02-23:15:46:57,265 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.
1536
+ 2026-02-23:15:47:01,077 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.
1537
+ 2026-02-23:15:47:02,939 ERROR [__main__.py:354] Tasks were not found: ppc, psc, cbd, klej_ner, polqa_open_book, polqa_closed_book, poquad_open_book, poquad_closed_book
1538
+ Try `lm-eval --tasks list` for list of available tasks
1539
+ Traceback (most recent call last):
1540
+ File "<frozen runpy>", line 198, in _run_module_as_main
1541
+ File "<frozen runpy>", line 88, in _run_code
1542
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 461, in <module>
1543
+ cli_evaluate()
1544
+ File "/usr/local/lib/python3.12/dist-packages/lm_eval/__main__.py", line 358, in cli_evaluate
1545
+ raise ValueError(
1546
+ ValueError: Tasks not found: ppc, psc, cbd, klej_ner, polqa_open_book, polqa_closed_book, poquad_open_book, poquad_closed_book. Try `lm-eval --tasks {list_groups,list_subtasks,list_tags,list}` to list out all available names for task groupings; only (sub)tasks; tags; or all of the above, or pass '--verbosity DEBUG' to troubleshoot task registration issues.
1547
+ [Mon Feb 23 15:47:03 UTC 2026] INFO: STEP 8 DONE
1548
+ [Mon Feb 23 15:47:03 UTC 2026] INFO: STEP 9: Uploading ALL results to HuggingFace...
variant-e/quantization.log ADDED
The diff for this file is too large to render. See raw diff
 
variant-e/quantization_config.txt ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ === VPTQ Quantization Configuration ===
2
+ Date: 2026-02-22 19:40:24 UTC
3
+
4
+ Target: ~2-bit quantization with Residual VQ
5
+ Model: speakleash/Bielik-11B-v2.3-Instruct (MistralForCausalLM)
6
+
7
+ Parameters:
8
+ --model_name /workspace/models/bielik-11b-instruct
9
+ --output_dir /workspace/variant-e/output/
10
+ --vector_lens -1 8 # Skip embeddings (-1), quantize in vectors of 8
11
+ --group_num 1 # Single group
12
+ --num_centroids -1 65536 # 2^16 centroids = 16 bits per vector index
13
+ --num_res_centroids -1 256 # 2^8 residual centroids
14
+ --npercent 0 # No outlier channels
15
+ --blocksize 128 # Block size for quantization
16
+ --new_eval # Use new evaluation method
17
+ --seq_len 4096 # Sequence length for calibration
18
+ --kmeans_mode hessian # Hessian-weighted k-means clustering
19
+ --num_gpus 1 # Single GPU
20
+ --enable_perm # Channel permutation for better quant
21
+ --enable_norm # Channel normalization
22
+ --save_model # Save quantized model
23
+ --save_packed_model # Save packed model for inference
24
+ --hessian_path /workspace/hessians/quip-format/hessians
25
+ --kiter 100 # K-means iterations
26
+ --ktol 1e-5 # K-means convergence tolerance
27
+
28
+ Effective bitwidth calculation:
29
+ Primary: log2(65536) / 8 = 16/8 = 2.0 bits/weight
30
+ Residual: log2(256) / 8 = 8/8 = 1.0 bits/weight overhead
31
+ Total: ~2.0 bits/weight (residual adds codebook storage overhead, not per-weight)
32
+
33
+ Hessian source: Jakubrd4/bielik-quip-e8p12
34
+ Format: QuIP# (flatH + mu + n + ct per layer)
35
+ Calibration: CulturaX-PL, 512 samples x 4096 tokens
36
+ Layers: 50 x 4 projections (qkv, o, up, down) = 200 files
variant-e/quantization_timing.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ QUANTIZATION START: Mon Feb 23 08:06:43 UTC 2026
2
+ QUANTIZATION END: Mon Feb 23 15:43:14 UTC 2026
3
+ QUANTIZATION END: Mon Feb 23 15:45:18 UTC 2026