296 lines
28 KiB
Plaintext
296 lines
28 KiB
Plaintext
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==> Python + torch sanity
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Python 3.12.13
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torch 2.7.1+cu128 cuda True NVIDIA L40S
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==> apt deps
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==> upgrade setuptools/wheel/pip
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WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
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==> install training deps (TRL + peft + accelerate + wandb + flash-attn + aws sdk)
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Collecting trl>=0.12
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Downloading trl-1.8.0-py3-none-any.whl.metadata (12 kB)
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Downloading wandb-0.28.0-py3-none-manylinux_2_28_x86_64.whl.metadata (11 kB)
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Downloading tqdm-4.68.4-py3-none-any.whl.metadata (57 kB)
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Collecting sentencepiece
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Downloading sentencepiece-0.2.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (33 kB)
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Collecting protobuf<6,>=5.26
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Downloading protobuf-5.29.6-cp38-abi3-manylinux2014_x86_64.whl.metadata (592 bytes)
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Requirement already satisfied: requests in /usr/local/lib/python3.12/dist-packages (2.34.2)
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Collecting huggingface_hub>=0.25 (from huggingface_hub[cli]>=0.25)
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Downloading huggingface_hub-1.23.0-py3-none-any.whl.metadata (14 kB)
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Requirement already satisfied: filelock in /usr/local/lib/python3.12/dist-packages (from transformers<5,>=4.45) (3.29.7)
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Downloading huggingface_hub-0.36.2-py3-none-any.whl.metadata (15 kB)
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Collecting regex!=2019.12.17 (from transformers<5,>=4.45)
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Downloading regex-2026.7.10-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (40 kB)
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Collecting tokenizers>=0.20
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Downloading tokenizers-0.22.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (7.3 kB)
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Collecting safetensors>=0.4.3 (from transformers<5,>=4.45)
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Downloading safetensors-0.8.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.2 kB)
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Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.12/dist-packages (from huggingface_hub>=0.25->huggingface_hub[cli]>=0.25) (2026.4.0)
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Collecting hf-xet<2.0.0,>=1.1.3 (from huggingface_hub>=0.25->huggingface_hub[cli]>=0.25)
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Downloading hf_xet-1.5.1-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (4.9 kB)
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Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.12/dist-packages (from huggingface_hub>=0.25->huggingface_hub[cli]>=0.25) (4.16.0)
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Requirement already satisfied: jinja2 in /usr/local/lib/python3.12/dist-packages (from trl>=0.12) (3.1.6)
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Requirement already satisfied: torch>=1.13.0 in /usr/local/lib/python3.12/dist-packages (from peft>=0.13) (2.7.1+cu128)
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Collecting pyarrow>=21.0.0 (from datasets>=2.20)
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Downloading pyarrow-25.0.0-cp312-cp312-manylinux_2_28_x86_64.whl.metadata (3.0 kB)
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Collecting dill<0.4.2,>=0.3.0 (from datasets>=2.20)
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Downloading dill-0.4.1-py3-none-any.whl.metadata (10 kB)
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Collecting pandas (from datasets>=2.20)
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Downloading pandas-3.0.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (79 kB)
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Requirement already satisfied: httpx<1.0.0 in /usr/local/lib/python3.12/dist-packages (from datasets>=2.20) (0.28.1)
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Collecting xxhash (from datasets>=2.20)
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Downloading xxhash-3.8.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (15 kB)
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Collecting multiprocess<0.70.20 (from datasets>=2.20)
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Downloading multiprocess-0.70.19-py312-none-any.whl.metadata (7.5 kB)
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Collecting aiohttp!=4.0.0a0,!=4.0.0a1 (from fsspec[http]<=2026.4.0,>=2023.1.0->datasets>=2.20)
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Downloading aiohttp-3.14.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (8.3 kB)
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Requirement already satisfied: anyio in /usr/local/lib/python3.12/dist-packages (from httpx<1.0.0->datasets>=2.20) (4.14.1)
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Requirement already satisfied: certifi in /usr/local/lib/python3.12/dist-packages (from httpx<1.0.0->datasets>=2.20) (2026.6.17)
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Requirement already satisfied: httpcore==1.* in /usr/local/lib/python3.12/dist-packages (from httpx<1.0.0->datasets>=2.20) (1.0.9)
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Requirement already satisfied: idna in /usr/local/lib/python3.12/dist-packages (from httpx<1.0.0->datasets>=2.20) (3.18)
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Requirement already satisfied: h11>=0.16 in /usr/local/lib/python3.12/dist-packages (from httpcore==1.*->httpx<1.0.0->datasets>=2.20) (0.16.0)
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Collecting click>=8.2.0 (from wandb>=0.18)
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Downloading click-8.4.2-py3-none-any.whl.metadata (2.6 kB)
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Collecting gitpython!=3.1.29,>=1.0.0 (from wandb>=0.18)
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Downloading gitpython-3.1.51-py3-none-any.whl.metadata (14 kB)
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Requirement already satisfied: platformdirs in /usr/local/lib/python3.12/dist-packages (from wandb>=0.18) (4.10.0)
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Collecting pydantic<3,>=2.6 (from wandb>=0.18)
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Downloading pydantic-2.13.4-py3-none-any.whl.metadata (109 kB)
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Collecting sentry-sdk>=2.0.0 (from wandb>=0.18)
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Downloading sentry_sdk-2.65.0-py3-none-any.whl.metadata (11 kB)
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Requirement already satisfied: charset_normalizer<4,>=2 in /usr/local/lib/python3.12/dist-packages (from requests) (3.4.9)
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Requirement already satisfied: urllib3<3,>=1.26 in /usr/local/lib/python3.12/dist-packages (from requests) (2.7.0)
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Collecting annotated-types>=0.6.0 (from pydantic<3,>=2.6->wandb>=0.18)
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Downloading annotated_types-0.7.0-py3-none-any.whl.metadata (15 kB)
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Collecting pydantic-core==2.46.4 (from pydantic<3,>=2.6->wandb>=0.18)
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Downloading pydantic_core-2.46.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB)
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Collecting typing-inspection>=0.4.2 (from pydantic<3,>=2.6->wandb>=0.18)
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Downloading typing_inspection-0.4.2-py3-none-any.whl.metadata (2.6 kB)
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Collecting markdown-it-py>=2.2.0 (from rich)
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Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.12/dist-packages (from rich) (2.20.0)
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Collecting shellingham>=1.3.0 (from typer)
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Downloading shellingham-1.5.4-py2.py3-none-any.whl.metadata (3.5 kB)
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Downloading annotated_doc-0.0.4-py3-none-any.whl.metadata (6.6 kB)
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Collecting aiohappyeyeballs>=2.5.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2026.4.0,>=2023.1.0->datasets>=2.20)
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Downloading aiohappyeyeballs-2.7.1-py3-none-any.whl.metadata (5.9 kB)
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Collecting aiosignal>=1.4.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2026.4.0,>=2023.1.0->datasets>=2.20)
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Downloading aiosignal-1.4.0-py3-none-any.whl.metadata (3.7 kB)
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Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.12/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2026.4.0,>=2023.1.0->datasets>=2.20) (26.1.0)
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Collecting frozenlist>=1.1.1 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2026.4.0,>=2023.1.0->datasets>=2.20)
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Downloading frozenlist-1.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.metadata (20 kB)
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Collecting multidict<7.0,>=4.5 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2026.4.0,>=2023.1.0->datasets>=2.20)
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Downloading multidict-6.7.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (5.3 kB)
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Collecting propcache>=0.2.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2026.4.0,>=2023.1.0->datasets>=2.20)
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Downloading propcache-0.5.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (16 kB)
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Collecting yarl<2.0,>=1.17.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2026.4.0,>=2023.1.0->datasets>=2.20)
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Downloading yarl-1.24.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (94 kB)
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Collecting gitdb<5,>=4.0.1 (from gitpython!=3.1.29,>=1.0.0->wandb>=0.18)
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INFO: pip is looking at multiple versions of huggingface-hub[cli] to determine which version is compatible with other requirements. This could take a while.
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Collecting huggingface_hub[cli]>=0.25
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Downloading huggingface_hub-1.22.0-py3-none-any.whl.metadata (14 kB)
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INFO: pip is still looking at multiple versions of huggingface-hub[cli] to determine which version is compatible with other requirements. This could take a while.
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Downloading huggingface_hub-1.16.4-py3-none-any.whl.metadata (14 kB)
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INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. See https://pip.pypa.io/warnings/backtracking for guidance. If you want to abort this run, press Ctrl + C.
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Downloading xxhash-3.8.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (220 kB)
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Installing collected packages: zstandard, xxhash, typing-inspection, tqdm, smmap, shellingham, sentry-sdk, sentencepiece, safetensors, regex, python-dotenv, pydantic-core, pyarrow, protobuf, propcache, pfzy, multidict, mdurl, hf-xet, frozenlist, dill, click, annotated-types, annotated-doc, aiohappyeyeballs, yarl, pydantic, pandas, multiprocess, markdown-it-py, InquirerPy, huggingface_hub, gitdb, aiosignal, tokenizers, rich, gitpython, aiohttp, wandb, typer, transformers, accelerate, peft, datasets, trl
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Successfully installed InquirerPy-0.3.4 accelerate-1.14.0 aiohappyeyeballs-2.7.1 aiohttp-3.14.1 aiosignal-1.4.0 annotated-doc-0.0.4 annotated-types-0.7.0 click-8.4.2 datasets-5.0.0 dill-0.4.1 frozenlist-1.8.0 gitdb-4.0.12 gitpython-3.1.51 hf-xet-1.5.1 huggingface_hub-0.36.2 markdown-it-py-4.2.0 mdurl-0.1.2 multidict-6.7.1 multiprocess-0.70.19 pandas-3.0.3 peft-0.19.1 pfzy-0.3.4 propcache-0.5.2 protobuf-5.29.6 pyarrow-25.0.0 pydantic-2.13.4 pydantic-core-2.46.4 python-dotenv-1.2.2 regex-2026.7.10 rich-15.0.0 safetensors-0.8.0 sentencepiece-0.2.2 sentry-sdk-2.65.0 shellingham-1.5.4 smmap-5.0.3 tokenizers-0.22.2 tqdm-4.68.4 transformers-4.57.6 trl-1.8.0 typer-0.26.8 typing-inspection-0.4.2 wandb-0.28.0 xxhash-3.8.1 yarl-1.24.2 zstandard-0.25.0
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WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
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==> install flash-attention 2 (2-3x speedup on Qwen3)
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Successfully installed einops-0.8.2 flash-attn-2.8.3.post1
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WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
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==> install aws-cli
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aws-cli/2.35.23 Python/3.14.6 Linux/6.8.0-52-generic exe/x86_64.ubuntu.22
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==> install tanglish (editable, --no-deps to skip repo pyproject deps)
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WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
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==> wandb login
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Current Settings
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{
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"_extra_http_headers": null,
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==> S3-sync Tanglish training corpus (~7 MB compressed)
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download: s3://bo2olk8uqw/pairs/tanglish_v1/tanglish_v1.val.jsonl.zst to data/pairs/tanglish_v1.val.jsonl.zst
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download: s3://bo2olk8uqw/pairs/tanglish_v1/tanglish_v1.train.jsonl.zst to data/pairs/tanglish_v1.train.jsonl.zst
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==> pre-download Qwen3-8B-Instruct base weights (~16 GB, cached to /workspace/hf)
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Repository Not Found for url: https://huggingface.co/api/models/Qwen/Qwen3-8B-Instruct/revision/main.
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Please make sure you specified the correct `repo_id` and `repo_type`.
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If you are trying to access a private or gated repo, make sure you are authenticated. For more details, see https://huggingface.co/docs/huggingface_hub/authentication
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