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
messages listlengths 6 6 | category stringclasses 11
values | difficulty stringclasses 5
values | quality stringclasses 1
value | reward_model_score float64 0.15 0.24 | conversation_tokens int64 279 5.94k |
|---|---|---|---|---|---|
[
{
"from": "user",
"value": "If a snail is at the bottom of a 20-foot well, each day it climbs up 3 feet, but at night it slips back 2 feet. How many days will it take for the snail to reach the top of the well?"
},
{
"from": "assistant",
"value": "To solve this, let's analyze the snail's progres... | reasoning | medium | excellent | 0.197937 | 1,147 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To solve this problem, let's start by setting up the given information. The total cost of the bat and the ball together is $... | reasoning | easy | excellent | 0.167941 | 1,160 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's think this through step by step. The problem states that the bat and the ball together cost $1.10, and the bat costs $... | reasoning | easy | excellent | 0.169302 | 996 |
[
{
"from": "user",
"value": "Suppose a bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To solve this, let's break it down into manageable parts. We know that the total cost of the bat and the ball togeth... | reasoning | easy | excellent | 0.166533 | 850 |
[
{
"from": "user",
"value": "What is the prime factorization of 13^5 * 11^3 * 7^4?"
},
{
"from": "assistant",
"value": "To find the prime factorization of the given expression, we can start by breaking down the numbers 13, 11, and 7, which are already prime numbers. The expression can then be rew... | math | medium | excellent | 0.164213 | 625 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To solve this problem, let's start by understanding the relationship between the bat and the ball's prices. We're told that ... | reasoning | easy | excellent | 0.196423 | 1,004 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To solve this problem, let's start by identifying the variables. We know the total cost of the bat and the ball together is ... | reasoning | easy | excellent | 0.202227 | 468 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To find the cost of the ball, let's denote the cost of the ball as 'x' cents. Since the bat costs $1.00 more than the ball, ... | reasoning | easy | excellent | 0.186216 | 1,006 |
[
{
"from": "user",
"value": "A bat and a ball, together, cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's break down the problem. We know the total cost of the bat and the ball is $1.10. We also know the bat costs $1.00 mo... | reasoning | easy | excellent | 0.184896 | 808 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To find the cost of the ball, let's assign a variable to the cost of the ball, say x. Since the bat costs $1.00 more than th... | reasoning | easy | excellent | 0.173005 | 617 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's analyze this problem by breaking it down into its components. We're given two pieces of information: the bat and the b... | reasoning | easy | excellent | 0.167175 | 1,353 |
[
{
"from": "user",
"value": "Consider a function f: R -> R, and its Fourier transform F: R -> R, with F(ω) = ∫(-∞ to ∞) f(t)e^{-iωt}dt. What conditions are needed on f so that F is well-defined."
},
{
"from": "assistant",
"value": "For the Fourier transform F of a function f: R -> R to be well-de... | math | hard | excellent | 0.184235 | 1,267 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To determine the cost of the ball, let's break down the information given. We know the bat and ball together cost $1.10. We'... | reasoning | easy | excellent | 0.153993 | 1,293 |
[
{
"from": "user",
"value": "Let f(x) be a function such that f(0) = 1 and f(x) + f(1 - x) = 1 for all real numbers 0 ≤ x ≤ 1. What is f(x) + f(1 + x) for all 0 ≤ x ≤ 1?"
},
{
"from": "assistant",
"value": "To determine the value of f(x) + f(1 + x) for 0 ≤ x ≤ 1, we can leverage the given functio... | math | hard | excellent | 0.166387 | 2,829 |
[
{
"from": "user",
"value": "A snail is at the bottom of a 20-foot well. Each day, it climbs up 3 feet, but at night, it slips back 2 feet. How many days will it take for the snail to reach the top of the well?"
},
{
"from": "assistant",
"value": "To solve this problem, let's break it down into m... | reasoning | medium | excellent | 0.192363 | 729 |
[
{
"from": "user",
"value": "Let f(n) denote the sum of the digits of n. For example, f(1507) = 13, since 1 + 5 + 0 + 7 = 13. For how many values of n is n + f(n) + f(n + f(n)) = 2007?"
},
{
"from": "assistant",
"value": "To solve this problem, let's first notice that for any positive integer n, ... | math | hard | excellent | 0.161889 | 1,674 |
[
{
"from": "user",
"value": "A snail is at the bottom of a 20-foot well. Each day, it climbs up 3 feet, but at night, it slips back 2 feet. How many days will it take for the snail to reach the top of the well?"
},
{
"from": "assistant",
"value": "To solve this problem, let's break it down step b... | reasoning | medium | excellent | 0.177883 | 734 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's analyze the situation: we have two items, a bat and a ball, with a total cost of $1.10. It's also given that the bat c... | reasoning | easy | excellent | 0.175914 | 1,235 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's break down the problem. The bat costs $1.00 more than the ball. If we represent the cost of the ball as x, the cost of... | reasoning | easy | excellent | 0.192788 | 791 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To solve this, let's break it down into a manageable equation. We know that the bat and the ball together cost $1.10. We als... | reasoning | easy | excellent | 0.21068 | 792 |
[
{
"from": "user",
"value": "The following is a riddle, solve it. The fields are green, but there is no grass. They are wet, but there is no rain. They are full of holes but there is no dirt. A great effort is made but there is no body. What exists?"
},
{
"from": "assistant",
"value": "To so... | reasoning | medium | excellent | 0.172305 | 1,427 |
[
{
"from": "user",
"value": "I'm planning to sell an online course I created on video production. I want to make sure I market it correctly, so what would a marketing plan entail for this product? \n\nA marketing plan for your online video production course should focus on identifying your target audience, c... | planning | medium | excellent | 0.202096 | 2,268 |
[
{
"from": "user",
"value": "Consider the following argument.\n\nAll A are B, and all B are C. However, not all C are B. From this information, can we logically conclude that not all B are A?\n\nPlease provide your analysis of the argument and conclusion."
},
{
"from": "assistant",
"value": "To a... | reasoning | medium | excellent | 0.178961 | 647 |
[
{
"from": "user",
"value": "Write a narrative explaining concepts of \"standard deviation\" to a user with limited statistical knowledge. Imagine the user has heard of the term but is not quite sure what it represents and how it relates to data analysis.\n\nStandard deviation is a fundamental statistical co... | data-analysis | easy | excellent | 0.198924 | 2,390 |
[
{
"from": "user",
"value": "Monica and Rachel are sisters competing in a high-stakes baking competition. The rules of the challenge are as follows: the sisters must each bake 3 trays of cookies - 1 tray of chocolate chip cookies, 1 tray of oatmeal raisin cookies, and 1 tray of peanut butter cookies. In addi... | reasoning | hard | excellent | 0.208652 | 717 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's break down the information we have: the bat and the ball together cost $1.10, and the bat costs $1.00 more than the ba... | reasoning | easy | excellent | 0.200534 | 992 |
[
{
"from": "user",
"value": "I would like to plan a trip to Paris with my family next year. We would like to find some good travel deals to save money. Where should we start looking? \n\nWe have four family members, and we will be traveling in mid-June for 7-10 days. We want to experience famous landmarks, a... | planning | medium | excellent | 0.191954 | 2,571 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's think this through. We know that the bat costs $1.00 more than the ball, so we can represent the cost of the bat as th... | reasoning | easy | excellent | 0.191875 | 884 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's break this down step by step. The bat costs $1.00 more than the ball. If we call the cost of the ball x, then the cost... | reasoning | easy | excellent | 0.15295 | 859 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To determine the cost of the ball, let's begin by understanding the given information. The total cost of the bat and the bal... | reasoning | easy | excellent | 0.153581 | 993 |
[
{
"from": "user",
"value": "Write a short response to let the user know that you are ready to help them analyze complex ideas or solve problems in a structured and logical way.\n\nI'm ready to help you think through complex ideas, analyze situations, and draw logical conclusions. Please provide a question, ... | reasoning | easy | excellent | 0.182376 | 1,398 |
[
{
"from": "user",
"value": "A bat and a ball, together, cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's think this through. If the bat costs $1.00 more than the ball, that means we can represent the bat's cost as the bal... | reasoning | easy | excellent | 0.195264 | 786 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's break this problem down by defining the relationship between the bat and the ball's costs. We know that the total cost... | reasoning | easy | excellent | 0.176943 | 571 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To solve this problem, let's start by defining the unknown cost of the ball as 'x'. Since the bat costs $1.00 more than the ... | reasoning | easy | excellent | 0.171987 | 998 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "To solve this problem, let's break it down into its components. We know that the total cost of the bat and the ball is $1.10... | reasoning | easy | excellent | 0.165717 | 1,140 |
[
{
"from": "user",
"value": "You are asked to provide a structured plan to organize and manage a 3-day music festival that features both local and international artists. The event will take place on 3 separate stages set up in a public park. How will you approach the planning for this event? \n\nCreating and... | planning | hard | excellent | 0.210641 | 2,877 |
[
{
"from": "user",
"value": "A bat and a ball together cost $1.10. The bat costs $1.00 more than the ball. How much does the ball cost?"
},
{
"from": "assistant",
"value": "Let's start by understanding the given information. We know that the bat and the ball together cost $1.10, and the bat costs... | reasoning | easy | excellent | 0.195281 | 743 |
End of preview. Expand in Data Studio
AMALIA smoltalk
Version of the smol-magpie-ultra subset of HuggingFaceTB/smoltalk dataset used in the AMALIA's Supervised Fine-Tuning stage.
This dataset went through a processing pipeline to keep only the entries labeled with excellent quality;
Original Dataset: https://huggingface.co/datasets/HuggingFaceTB/smoltalk
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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