MiniMind English-Twi
Collection
Comprehensive English and Asante Twi (Akan) datasets for training MiniMind across Pretraining, SFT, DPO, and Agent RL stages. • 7 items • Updated
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[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_news_conv_ca500fc06297063c9acbe8e1fc22461c\nOn the sixth of May, a five-storey luxury apartment building collapsed in George, South Africa. The incident resulted in the deaths of at least thirty-three construction workers.\n\ntwent... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_research_conv_48fca37c82ccfcf814ecf4b8e1e1c29a\nAccording to the research article, the control of LF is mainly based on two methods: morbidity control and transmission reduction. Morbidity control aims to reduce the suffering of infected indivi... |
[
{
"role": "user",
"content": "Information from search:\n[1] Source: ghana_news_conv_9c2ebe00fb52bc9c28ed8b9ca2496097\nMichael Sang Correa, a forty-one-year-old Gambian man, was charged in the US with torturing political prisoners in his home country following a failed coup in two thousand and six point mil... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_research_conv_1e8deb6a1ae4bbe644b21752fc92cf66\nThe Asantemanso sacred grove is home to a diverse range of plant species. According to a study, a total of one hundred and seventy-five plant species were identified in the grove, com... |
[
{
"role": "user",
"content": "Context:\n[1] Source: ghana_news_conv_d5d8f06adfd7b58244f4ca89d1c52070\nThe Financial Stability Advisory Council (FSC) is a council established by an Executive Instrument under Article fifty-eight of the Constitution. The reconstituted FSC held its twenty-second Council meeting... |
[
{
"role": "user",
"content": "Information from search:\n[1] Source: ghana_research_conv_a219d8c5d4f8d2124c6bbe9c0c23e6dc\nCorporate governance is the relationship among various participants in determining the direction and performance of a corporation. The prime participants of corporate governance are the ... |
[
{
"role": "user",
"content": "Information from search:\n[1] Source: ghana_news_conv_40b1bd8f290b20c729cf79375c1bf0d8\nOn the twenty-ninth of December in the year twenty nineteen, a fire broke out at a mechanic shop in Osu, Accra. The fire ravaged seven vehicles and destroyed three rooms in an adjoining resi... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_research_conv_5aad7efd6115ed068948808f4c55f2ea\nBesides food, plants in Ghana have several other uses. They can be used to make ropes, paper, tannin, dye, and gum. They are also used for fencing gardens and as ornamental plants. Ad... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_research_conv_8077d73d0d2ab7b5d5c836cbae7de3eb\nResearch has shown that several socio-cultural factors, including family, social class, religion, membership group, and culture, play a significant role in influencing consumer buying... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_research_conv_8da8a1b0a92cb8fb1e22b9bb71ff49f9\nAccording to research, street food vendors in Ghana need to obtain various licenses and permits to operate. However, the specific licenses and individual needs required are not explic... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_research_conv_53306dac40d000fdc4a2fb6572f42c34\nThere are two main types of models used to evaluate the influence of an agent on the healing process: in vitro and in vivo models. In vitro models involve minimal ethical consideration, are rapid ... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_research_conv_0d2b45e17b617be011c75b56b3a1e03c\nYes, certainly. There has been research conducted on maintenance practices in the manufacturing industry in Ghana, particularly by the Kwame Nkrumah University of Science and Technology. For insta... |
[
{
"role": "user",
"content": "Context:\n[1] Source: ghana_research_conv_55cfe69c66d5f094a67e1d12e724aa34\nBanks are indeed instrumental in Ghana's development through the provision of credit facilities to businesses and individuals. They act as financial intermediaries between depositors and borrowers, mobi... |
[
{
"role": "user",
"content": "Information from search:\n[1] Source: ghana_research_conv_4a9da6054044390d896d13ca40ee838d\nQualitative research was chosen for this project because it helps identify important variables and hypotheses about them, and it provides in-depth information about groups and situations... |
[
{
"role": "user",
"content": "Based on the following context:\n\"\"\"\n[1] Source: ghana_research_conv_7ad300488fe55337f080fdde6ce73171\nYes, the burden of cancer in Africa is indeed growing due to factors such as increased life expectancy, changes in diet and lifestyle, and the adoption of certain behavior... |
[
{
"role": "user",
"content": "Based on the following context:\n\"\"\"\n[1] Source: ghana_research_conv_48dcfdc3a67e315254a4799784e6eae7\nOne of the key theories is the Goal-Setting Theory proposed by Geogopalaus. According to this theory, if an employee sees high productivity as a path leading to the attain... |
[
{
"role": "user",
"content": "Context:\n[1] Source: ghana_news_conv_32694752171260fb17c4fc2e0c0b9ac9\nThe new gospel show launched by Nii Noi on Hitz FM is called Hitz Praise Zone.\n\nHitz Praise Zone debuted on Hitz FM on Sunday, the fifteenth of June in the year twenty twenty-five.\n\nAccording to Nii Noi... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_news_conv_fff3f199fa09746c2d311fed3d3b3762\nDuring the town hall meetings, the Audit Service instructed the Wa West and the Nadowli Kaleo District Assemblies to refund amounts of GHnine hundred and fifty-five Ghana cedisand GHeight thousand, s... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_research_conv_4afdfed20771f066a8d5ba7207e79447\nAccording to research, a successful tax system reform in developing countries should consider the home conditions of the country and factor in the tax structures of countr... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_news_conv_1e99b59f7228e85dc43f639f002ed741\nThe protest, led by the pressure group Arise Ghana, is demanding that former Finance Minister Ken Ofori-Atta return to Ghana to face investigations over alleged financial mismanagement. T... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_research_conv_aca13ebddc0e34f60c27c6fc958a3662\nMobile insurance, or m-insurance, in Ghana is either strategic or transactional. Strategic mobile insurance is where mobile network operators own and manage the services, ... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_research_conv_1de4efe41f0ba07d5521afd244910db5\nTourism is a vital part of the global economy and Ghana is no exception. In Ghana, tourism is the most rapidly growing subsector of the service sector. In one thousand, ni... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_news_conv_882bae0d2a6ff28b81151835ad132c83\nGUTA is expecting significant reforms to reduce the cost of doing business. They have outlined key expectations, including the elimination of what they term 'nuisance taxes' and the restr... |
[
{
"role": "user",
"content": "Context:\n[1] Source: ghana_news_conv_c46e4a8aebf212c4b128fd09129b24a5\nThe match between Ghana and Sudan at the Accra Sports Stadium on Thursday, the tenth of October in the year twenty twenty-four, ended in a goalless draw.\n\nOtto Addo believed that his team deserved to win ... |
[
{
"role": "user",
"content": "Context:\n[1] Source: ghana_research_conv_5eab10d31ee2fe572ab6e908924ae71d\nThe main objectives of the study were to identify key characteristics of women and men in management, to identify the educational levels and experiences of women in management, to find out the relations... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_news_conv_67f5ce1216d6af19cca4d5287706dfb0\nAccording to the Ghana Armwrestling Federation, the partnership aims to encourage participation in sports among the security services, particularly armwrestling. The federation believes that this coll... |
[
{
"role": "user",
"content": "Based on the following context:\n\"\"\"\n[1] Source: ghana_news_conv_dc2a6655fe9725900d91ef29985295bf\nThe purpose of the second Chocolate Day, which falls on February fourteen, is to raise awareness of the health benefits derived from cocoa and to enhance the value of humanity... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_news_conv_bb009efd096355315deb61ff6892521c\nYes, James Gyakye Quayson, the MP-elect for Assin North, has won the just-ended by-election in his constituency. He was contesting for the Assin North parliamentary seat on the ticket of the National ... |
[
{
"role": "user",
"content": "Context:\n[1] Source: ghana_news_conv_4613448ce48ac51e452eb8d03cccca09\nJohnson Asiedu Nketiah, the National Chairman of the NDC, commended Dr Duffour for withdrawing the lawsuit, stating that it showed good showmanship of statesmanship and love for the party.\n\nAccording to t... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_research_conv_0b2820514d570e8515cf8e9515f49cdd\nAccording to a study published in two thousand and fourteen bitsy Laryea et al., breast cancer is a significant health issue in Ghana. The study found that the incidence o... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_research_conv_eb29c541cab18bec9052fc74d2dbd368\nA study was conducted in the Asante Akyem North District to examine the knowledge of health workers in personal finance. The study sampled one hundred and four health workers from sel... |
[
{
"role": "user",
"content": "Based on the following context:\n\"\"\"\n[1] Source: ghana_research_conv_2f224b20868bfaaf09d6dc40835b98b4\nAccording to research, the decay of free chlorine in water distribution systems is indeed affected by pipe diameter. In smaller diameter pipes, there is more interaction b... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_research_conv_dd3b940f584b26fa1a846a34b9eee610\nAccording to the study, patients with chronic health conditions in Ghana face inadequate information that empowers them to manage their conditions effectively. This lack o... |
[
{
"role": "user",
"content": "Based on the following context:\n\"\"\"\n[1] Source: ghana_research_conv_3dd0e306233119cc92ea594e02508e1d\nThe primer/probe preparation for 1014F assays involves several steps. First, allow the reagents to thaw for approximately five minutesutes, protecting them from light as m... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_news_conv_d0689474078e56d2d07903dff35363a2\nAccording to the report, twenty-eight Oil Marketing Companies (OMCs) defaulted in the payment of taxes between July two thousand and eighteen and December two thousand and nin... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_news_conv_a984b517af7744ea9d4613e1ec8e789f\nAccording to the New Times of Rwanda newspaper, American preacher Gregg Schoof was deported from Rwanda on the eighth of October in the year twenty nineteen. He was arrested f... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_research_conv_4ef659a1109caa0e93e497ef50d40c0e\nThe research at Trabuom R/C JHS aimed to understand the reasons behind the low attendance of girls in school. According to the headmistress, some girls do not attend school due to lac... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_research_conv_a76a350151391d1249bfe1cfdf8d0cee\nThe main goal of the study was to examine how institutional variables affect banking Financial Reporting Quality (FRQ). The study aimed to understand the relationship between various institutional... |
[
{
"role": "user",
"content": "Information from search:\n[1] Source: ghana_research_conv_8928375555c213f09b5d55568f19e821\nAccording to the Sustainable Livelihood framework, activities that can be deleterious for the health of those undertaking them include waste-picking in unsanitary conditions, running sma... |
[
{
"role": "user",
"content": "Information from search:\n[1] Source: ghana_research_conv_48cfd507287b9d0274c0671ca6c5a32a\nAccording to recent studies, diabetes prevalence in Ghana has been steadily increasing, especially in southern Ghana. In fact, diabetes is now considered a national issue, affecting peop... |
[
{
"role": "user",
"content": "Refer to the following retrieved information from Ghana search results:\n---\n[1] Source: ghana_news_conv_eaf4a0a5742e40077d890ca1571368bd\nOn the third of September in the year twenty twenty-four, the University of Media Arts and Communication (Unimac), in partnership with Son... |
[
{
"role": "user",
"content": "Information from search:\n[1] Source: ghana_research_conv_bd3c1bf9f8a1adfcd315c8a942b71871\nResearch has shown that mentoring has numerous benefits for employees, including increased compensation, work fulfillment, advancement, and job satisfaction. Additionally, coaching can b... |
[
{
"role": "user",
"content": "Context:\n[1] Source: ghana_news_conv_2b1b0e8ece68847e6536294763c32648\nThe Electoral Commission has pledged its commitment to uphold integrity and professionalism during the Ejisu by-election. Dr Serebour Quaicoe, the Director of Electoral Services, assured Ghanaians and candi... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_research_conv_57f905bdd82dc3faffc82cc15b5aced9\nIn Ghana, wastewater is used in agriculture without restriction, which poses a risk to both consumers and farmers. This is because many edible crops, including vegetables like cabbage, are irrigat... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_news_conv_670a62782c243871847023c2d9145ba7\nOn the thirteenth of December in the year twenty twenty-four, a twenty-four-year-old unemployed man, Michael Gyamfi, alias Kwabena, was involved in a case of unlawful entry and stealing a... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_research_conv_b604d34fe0e49e625f4bd54d6d763e89\nAccording to the article, the main concern of the new African bourgeoisie is to acquire wealth, honor, and power at all costs. They are willing to engage in corrupt practi... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_research_conv_89be984c3c118005ae7d5fc23418c139\nAccording to research, the risk of using cocaine is much greater for those who have tried marijuana than for those who have never tried it. Additionally, long-term marijuana use may c... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_research_conv_5da552171c1f55a6a5184e4291a54bf6\nBased on research, the key elements that contribute to effective commercial property/facility maintenance management in Ghana include building's external works and buildin... |
[
{
"role": "user",
"content": "Context (Nsɛm a wɔahwehwɛ):\n[1] Source: ghana_research_conv_1a5dea9df43dc69e58c0fea882963224\nAccording to the research, the factors that influence tourists' satisfaction with hotel services in Ghana include the quality of hotel services, safety and security, staff courtesy, a... |
[
{
"role": "user",
"content": "Context:\n[1] Source: ghana_research_conv_d24a14a77a2c5a582849ee842fbf6b5e\nThe primary goal of the NHIS in Ghana was to provide all Ghanaians with health insurance as cash risk protection against upfront healthcare bills or expenditure, effectively moving towards universal hea... |
[
{
"role": "user",
"content": "Hwɛ nsɛm a efi Ghana search mu yi:\n---\n[1] Source: ghana_news_conv_e0e8e2173e8a469ed1fd8e0e2ef5a6eb\nOn the thirteenth of February in the year twenty twenty-five, the board of trustees of the John F. Kennedy Center for the Performing Arts, which had been newly filled with app... |
[
{
"role": "user",
"content": "Based on the following context:\n\"\"\"\n[1] Source: ghana_research_conv_ca62adec60bd82b9bf96b466fca05479\nAccording to a recent study, CSR engagement is not a core agenda of businesses in Ghana, which is why most companies fail to demonstrate reasonable engagement in CSR to be... |
[
{
"role": "user",
"content": "Refer to the following retrieved information from Ghana search results:\n---\n[1] Source: ghana_research_conv_8502db712fc8376f83f8db68bc55047a\nGrain legumes are of great importance in modern cropping systems. They provide benefits such as the nitrogen effect, where nitrogen is... |
[
{
"role": "user",
"content": "Nsɛm a ɛwɔ hɔ:\n[1] Source: ghana_news_conv_9c7eef31bece1add726d821570dfe14f\nThe Ghana Tree Crop Diversification Project is an initiative that aims to support the transformation of Ghana's cocoa sector through productivity improvement and climate resilience, while also boostin... |
End of preview. Expand in Data Studio
MiniMind Context-Grounded RAG SFT Dataset (Asante Twi Output)
A dedicated Retrieval-Augmented Generation (RAG) fine-tuning dataset engineered for models integrated with search engines like Ghana Search.
Core Capability
- Input Context: Multi-source retrieved English passages (Ghanaian news, government agencies, Wikipedia, university archives).
- User Query: Asked in English (69.5%) or Asante Twi (30.5%).
- Assistant Response: 100.0% Asante Twi grounded strictly in the provided context.
- Anti-Hallucination Guardrails: Includes refusal samples where the context is unhelpful or irrelevant, training the model to decline politely in Asante Twi rather than hallucinate.
Dataset Details
- Total Dialogues: 378,570 conversations
- Format:
{"conversations": [{"role": "user", "content": "..."}, {"role": "assistant", "content": "..."}]} - Sources Grounded:
- Ghana News articles (
ghana-chat) - Smallholder farmer interview transcripts (
ghana-farmer-qa) - Verified Ghanaian Public Sector Agencies & Portals (
ghana_agencies.jsonfromghana-search)
- Ghana News articles (
- Part of Collection: MiniMind English-Twi
- Downloads last month
- 58