AMALIA LLM 0626 Post-Train Data
Collection
Datasets used to perform the Supervised Fine-Tuning post-training stage of the model. • 29 items • Updated • 2
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type struct<role: string, content: string> to string
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2303, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1852, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2109, in cast_array_to_feature
casted_array_values = _c(array.values, feature.feature)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1854, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2143, in cast_array_to_feature
return array_cast(
array,
...<2 lines>...
allow_decimal_to_str=allow_decimal_to_str,
)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1854, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2007, in array_cast
raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
TypeError: Couldn't cast array of type struct<role: string, content: string> to string
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
uuid string | messages list | license string | used_in list | tools list | dataset string | split string | index string | source string | difficulty string | question_id string |
|---|---|---|---|---|---|---|---|---|---|---|
e57b708bce79b78c72d5aec531c9c9b6 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2149 | codeforces | 1800 | 010d2606f44e8c17a13d11a329e11878 |
41ae10fd0b3de0e65e81ebfcf6d9641d | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2150 | codeforces | 2200 | 63929e16e8589e48f6dbe98f6966014e |
c927d315dfcbd903c407ac6d2995b958 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2155 | codeforces | 1700 | 5d89259988dcab1fb3b8b221f616a9c4 |
b475d62851382fabdc7f494fad0d68b6 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2169 | codeforces | 1500 | ddb6b0895d17c8f0db9e24ca2504bacf |
bea6f57154889a7ece9708bd7b0e3052 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2181 | codeforces | 2000 | fcf4c58074a66a5708aa6f4b64f71e1e |
d07b760d5926236c5c5316802b52e6b7 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2186 | codeforces | 1700 | e4440e7c187353dc0baabb0faca5e41b |
07f6667ed302693d84415ebb75cc03e9 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2191 | codeforces | 2200 | 66e341f7176deb8126651f198eeb6d22 |
ba9bc28d94be48a372d0439ee863cd64 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2218 | codeforces | 1600 | 33927c3ade00df359a88abf172d9e42d |
610affcec10445d4a8bb4c3c10f48ca8 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2222 | codeforces | 1800 | 5f927854f3cce1fde266a87fde7a4180 |
ac887560b0b96eeabd188fb8607d18f3 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2241 | codeforces | 1900 | fa463c47330a2b497db5a87562efa8d6 |
768a74d5f881c366ce8e5781a8f844b1 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2242 | codeforces | 2300 | b5565b79b5c7a5e3d705ca315e8e6586 |
f9def190e702bb8bed538c53539a530e | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2246 | codeforces | 1500 | 12b1744e00751b27838bc52e1e4c372f |
2cdbffc1cdc7a7e27c997003de4ee20c | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2265 | codeforces | 2100 | f263d661de18d7bc65b19ce0f31c5302 |
194f9d320ed9e20d41829261f609e87f | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2270 | codeforces | 1700 | 5cad03e9d7015a61e9d3f06387e5be46 |
8b354214d18f39a85b335e909530e332 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2278 | codeforces | 1900 | f104f5e35395762620f4836e8df9c3d9 |
c7dd5473a6f8f7aa9f0694858511d909 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2279 | codeforces | 2300 | d320c324e5bbc25d346864e9a35ed363 |
f36d544f165bf283a57226c934a952b9 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2296 | codeforces | 1800 | db61afb5110a0cf46e0cd718b8cf30fb |
a87e9bc22efdbabacb465c8c04bd9357 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2302 | codeforces | 2000 | 8388e15e807344ee8f6ea970a92140ce |
6412853ff0ff5391c7f427cebf07a9e3 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2303 | codeforces | 2100 | 2193e223f089eb9b00e6252253ee1407 |
f902034b2d345ab0cb75d0c0d1a8de8f | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2307 | codeforces | 2300 | 3021df83b0e984c6ce65a8989c165087 |
2c2bfd1e80b2f93b8ccc2ee45038bc0f | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2308 | codeforces | 2200 | 93162ac04af572137aad5990ebc8d204 |
8475645129ebb6e7a6ff731ab7fc9c10 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2311 | codeforces | 2200 | f6d93625030c106a1bdc900f712c1a90 |
49e5303efe80a191cb56295eecba4b62 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2313 | codeforces | 1600 | 99ffe3d112df1462311466b1c71a2f8c |
66bd9ba96bfda1a1fea35ed95c203d2e | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2318 | codeforces | 1600 | 28acea4737d1228331c9bb29864c6915 |
ffd72ada2770b72bbd43a6f8f38a3aec | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2327 | codeforces | 1600 | bca4ae53da338f7f55f14d73be88c843 |
149f1ee89430cea8b217c7b52b279a7d | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2329 | codeforces | 1900 | b11bbeeb0441e759f0ca996a4ea6f258 |
bf29ac207e1e4800d59a2cb4cdb23cdc | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2334 | codeforces | 1600 | 59289a40de2e9a6e67275e6aa3ec02a6 |
5a07a55cb52c28cc747a9aebe7f699d2 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2348 | codeforces | 2000 | 6cfaddb45011cba6d2b3e9f61e4a51f8 |
c4533369e641cbf5ceb60442a627f082 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2354 | codeforces | 1500 | 77fb05d27b9d36cbdb4726d5a8be126a |
c820c84d0db5d4b99a0ec7944c75c2f9 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2360 | codeforces | 1500 | 377ad75e329fd0dc58bacef7d07915c2 |
9b7094f8dcb5402e338920ad7d66f2b0 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2363 | codeforces | 2300 | 9e0ffe1a5cd7ccbc7ae7921c3876052a |
bfe9d03f79df35515a123920ebd5c7be | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2368 | codeforces | 2200 | d8ebb54c11b7e47c3d9e3900dc29bd1e |
34d04056f19483715248906944226e70 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2376 | codeforces | 1800 | 9b3279098c8aac379f3524cbaa6cb121 |
7946d6df72173dc677022a6dcd4b70c0 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2393 | codeforces | 1900 | 281f52ae9461e921da33e67425a1aaf4 |
8724d37d3236db95643d677b90b8ee99 | [
"{\"role\":\"user\",\"content\":\"You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.\\n\\nPlease use C++ programming language only.\\n\\nYou must use ```cpp for just the final solution code block with the following format:\\n```cpp\\n\\/\\/ Your code ... | cc-by-4.0 | [
"super_v3"
] | [] | open-r1/codeforces | train | 2394 | codeforces | 2100 | 5f46cade92537cc5569a90a1552d22be |
End of preview.
AMALIA Nemotron-SFT-Competitive-Programming-v2
Version of the nvidia/Nemotron-SFT-Competitive-Programming-v2 dataset used in the AMALIA's Supervised Fine-Tuning stage.
This dataset went through a processing pipeline to remove entries that reference other LLMs or research labs;
Original Dataset: https://huggingface.co/datasets/nvidia/Nemotron-SFT-Competitive-Programming-v2
This dataset is provided as part of the AMALIA project and is included in the data mix used to post-train the AMALIA model.
Citation
If you use this dataset or AMALIA in your work, please cite:
@inproceedings{simplicio-etal-2026-amalia,
title = "{AMALIA}: A Fully Open Large Language Model for {E}uropean {P}ortuguese",
author = "Simpl{{\'i}}cio, Afonso and Vinagre, Gon{{\c{{c}}}}alo and Ramos, Miguel Moura and Tavares, Diogo and Ferreira, Rafael and Attanasio, Giuseppe and Alves, Duarte M. and Calvo, In{{\^e}}s and Vieira, In{{\^e}}s and Guerra, Rui and Furtado, James and Canaverde, Beatriz and Paulo, Iago and Ramos, Vasco and Gl{{\'o}}ria-Silva, Diogo and Faria, Miguel and Treviso, Marcos and Gomes, Daniel and Gomes, Pedro and Semedo, David and Martins, Andr{{\'e}} and Magalh{{\~a}}es, Jo{{\~a}}o",
booktitle = "Proceedings of the 17th International Conference on Computational Processing of {{P}}ortuguese ({{PROPOR}} 2026) - Vol. 1",
month = apr,
year = "2026",
address = "Salvador, Brazil",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2026.propor-1.38/",
pages = "380--391",
isbn = "979-8-89176-387-6"
}
@misc{simplicio2026amaliatechnicalreportfully,
title = {AMALIA Technical Report: A Fully Open Source Large Language Model for European Portuguese},
author = {Afonso Simplício and Gonçalo Vinagre and Miguel Moura Ramos and Diogo Tavares and Rafael Ferreira and Giuseppe Attanasio and Duarte M. Alves and Inês Calvo and Inês Vieira and Rui Guerra and James Furtado and Beatriz Canaverde and Iago Paulo and Vasco Ramos and Diogo Glória-Silva and Miguel Faria and Marcos Treviso and Daniel Gomes and Pedro Gomes and David Semedo and André Martins and João Magalhães},
year = {2026},
eprint = {2603.26511},
archivePrefix = {arXiv},
primaryClass = {cs.CL},
url = {https://arxiv.org/abs/2603.26511}
}
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