| --- |
| language: |
| - "es" |
| license: "cc0-1.0" |
| datasets: |
| - "aarimond/test_elf_data" |
| metrics: |
| - "accuracy" |
| widget: |
| - text: "HIERBAS TUNEL SL" |
| - text: "BIOQUIM SA" |
| - text: "PATRIMONI MUNICIPAL DE TERRASSA S.L.(SOCIEDAD UNIPERSONAL)" |
| - text: "BBVA CREDITO EUROPA, FI" |
| - text: "HERENCIA YACENTE DE DOÑA M TERESA PENINA RIBAS" |
| - text: "FUNDACIO CATALANA PER A LA RECERCA I LA INNOVACIO" |
| - text: "KUTXABANK RENTA FIJA FP" |
| - text: "DAMAS DE LA ASUNCION" |
| - text: "CUDOS I SLP" |
| - text: "ASOCIACION PARA EL ESTUDIO DE LAS ENFERMEDADES INFECCIOSAS" |
| - text: "MERTAIZAN SOC. COOP. DE C-LM" |
| - text: "ANYMIAN CAPITAL SICAV SA" |
| - text: "CAIXABANK MASTER RENTA FIJA DEUDA PUBLICA 3-7, FI" |
| - text: "SHERPA CAPITAL II FCR" |
| - text: "COLEGIO OFICIAL DE APAREJADORES Y ARQUITECTOS TECNICOS E INGENIEROS DE EDIFICACION DE VALENCIA" |
| - text: "COTA GEMA, S.L.L." |
| - text: "MEJORA Y CULTIVO AGRARIO SAT" |
| - text: "Desarrollo de negocios online SL" |
| - text: "MUTUALIDAD DE PREVISION SOCIAL DEL NOROESTE" |
| - text: "CAJA RURAL DE ASTURIAS SOCIEDAD COOPERATIVA DE CREDITO" |
| - text: "ARCANO IMPACT PRIVATE EQUITY SCR, S.A." |
| - text: "NUEVA AGRUPACION SOLAR LEBRIJA AIE" |
| - text: "UMAS UNION MUTUA ASISTENCIAL DE SEGUROS A PRIMA FIJA" |
| - text: "CARTONAJES LIMOUSIN SAL" |
| - text: "RC ARQUITECTURA I PROJECTE URBA S.C.P" |
| - text: "MORALEDA CACHO Y CIA S.R.C." |
| - text: "AIDHOS ARQUITEC S.A.P." |
| - text: "MAGRO BERNAL Y CIA S COM" |
| - text: "AVALIA ARAGON SGR" |
| - text: "ADDY NUÑEZ BELTRE" |
| - text: "Elite de Negocios Tecnológicos S.L." |
| - text: "ALTAN IV GLOBAL IICIICIL" |
| - text: "COOPERATIVA DEL CAMPO DE SAN ROMAN DE LA LLANILLA" |
| - text: "EMILIO MARTINEZ Y FERNANDO HERRERO S.R.C.P." |
| - text: "JOSE MIGUEL ECHAVARRI Y CIA SOCIEDAD COMANDITARIA" |
| - text: "ESPINOSA PARTNERS INVERSIONES, FI" |
| - text: "INCA SERVICIOS Y PROYECTOS DE INGENIERIA CIVIL SOCIEDAD ANONIMA" |
| - text: "UNIVEN CAPITAL SA SCR" |
| - text: "ALTAMAR X GLOBAL PRIVATE EQUITY PROGRAM FCR" |
| --- |
| |
|
|
| # Model Card for lenu_ES |
| |
| <!-- Provide a quick summary of what the model is/does. [Optional] --> |
| This model allows to classify |
| |
| |
| |
| |
| # Table of Contents |
| |
| - [Model Card for lenu_ES](#model-card-for--model_id-) |
| - [Table of Contents](#table-of-contents) |
| - [Table of Contents](#table-of-contents-1) |
| - [Model Details](#model-details) |
| - [Model Description](#model-description) |
| - [Uses](#uses) |
| - [Direct Use](#direct-use) |
| - [Downstream Use [Optional]](#downstream-use-optional) |
| - [Out-of-Scope Use](#out-of-scope-use) |
| - [Bias, Risks, and Limitations](#bias-risks-and-limitations) |
| - [Recommendations](#recommendations) |
| - [Training Details](#training-details) |
| - [Training Data](#training-data) |
| - [Training Procedure](#training-procedure) |
| - [Preprocessing](#preprocessing) |
| - [Speeds, Sizes, Times](#speeds-sizes-times) |
| - [Evaluation](#evaluation) |
| - [Testing Data, Factors & Metrics](#testing-data-factors--metrics) |
| - [Testing Data](#testing-data) |
| - [Factors](#factors) |
| - [Metrics](#metrics) |
| - [Results](#results) |
| - [Model Examination](#model-examination) |
| - [Environmental Impact](#environmental-impact) |
| - [Technical Specifications [optional]](#technical-specifications-optional) |
| - [Model Architecture and Objective](#model-architecture-and-objective) |
| - [Compute Infrastructure](#compute-infrastructure) |
| - [Hardware](#hardware) |
| - [Software](#software) |
| - [Citation](#citation) |
| - [Glossary [optional]](#glossary-optional) |
| - [More Information [optional]](#more-information-optional) |
| - [Model Card Authors [optional]](#model-card-authors-optional) |
| - [Model Card Contact](#model-card-contact) |
| - [How to Get Started with the Model](#how-to-get-started-with-the-model) |
| |
| |
| # Model Details |
| |
| ## Model Description |
| |
| <!-- Provide a longer summary of what this model is/does. --> |
| This model allows to classify |
| |
| - **Developed by:** More information needed |
| - **Shared by [Optional]:** More information needed |
| - **Model type:** Language model |
| - **Language(s) (NLP):** es |
| - **License:** cc0-1.0 |
| - **Parent Model:** More information needed |
| - **Resources for more information:** More information needed |
| - [GitHub Repo](Sociovestix/lenu) |
| |
| |
| # Uses |
| |
| <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> |
| |
| ## Direct Use |
| |
| <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> |
| <!-- If the user enters content, print that. If not, but they enter a task in the list, use that. If neither, say "more info needed." --> |
| |
| |
| |
| |
| ## Downstream Use [Optional] |
| |
| <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app --> |
| <!-- If the user enters content, print that. If not, but they enter a task in the list, use that. If neither, say "more info needed." --> |
| |
| |
| |
| |
| ## Out-of-Scope Use |
| |
| <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. --> |
| <!-- If the user enters content, print that. If not, but they enter a task in the list, use that. If neither, say "more info needed." --> |
| |
| |
| |
| |
| # Bias, Risks, and Limitations |
| |
| <!-- This section is meant to convey both technical and sociotechnical limitations. --> |
| |
| Significant research has explored bias and fairness issues with language models (see, e.g., [Sheng et al. (2021)](https://aclanthology.org/2021.acl-long.330.pdf) and [Bender et al. (2021)](https://dl.acm.org/doi/pdf/10.1145/3442188.3445922)). Predictions generated by the model may include disturbing and harmful stereotypes across protected classes; identity characteristics; and sensitive, social, and occupational groups. |
| |
| |
| ## Recommendations |
| |
| <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> |
| |
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| |
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| # Training Details |
| |
| ## Training Data |
| |
| <!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. --> |
| |
| More information on training data needed |
| |
| |
| ## Training Procedure |
| |
| <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. --> |
| |
| ### Preprocessing |
| |
| More information needed |
| |
| ### Speeds, Sizes, Times |
| |
| <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. --> |
| |
| More information needed |
| |
| # Evaluation |
| |
| <!-- This section describes the evaluation protocols and provides the results. --> |
| |
| ## Testing Data, Factors & Metrics |
| |
| ### Testing Data |
| |
| <!-- This should link to a Data Card if possible. --> |
| |
| More information needed |
| |
| |
| ### Factors |
| |
| <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. --> |
| |
| More information needed |
| |
| ### Metrics |
| |
| <!-- These are the evaluation metrics being used, ideally with a description of why. --> |
| |
| More information needed |
| |
| ## Results |
| |
| More information needed |
| |
| # Model Examination |
| |
| More information needed |
| |
| # Environmental Impact |
| |
| <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly --> |
| |
| Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). |
| |
| - **Hardware Type:** More information needed |
| - **Hours used:** More information needed |
| - **Cloud Provider:** More information needed |
| - **Compute Region:** More information needed |
| - **Carbon Emitted:** More information needed |
| |
| # Technical Specifications [optional] |
| |
| ## Model Architecture and Objective |
| |
| More information needed |
| |
| ## Compute Infrastructure |
| |
| More information needed |
| |
| ### Hardware |
| |
| More information needed |
| |
| ### Software |
| |
| More information needed |
| |
| # Citation |
| |
| <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. --> |
| |
| **BibTeX:** |
| |
| More information needed |
| |
| **APA:** |
| |
| More information needed |
| |
| # Glossary [optional] |
| |
| <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. --> |
| |
| More information needed |
| |
| # More Information [optional] |
| |
| More information needed |
| |
| # Model Card Authors [optional] |
| |
| <!-- This section provides another layer of transparency and accountability. Whose views is this model card representing? How many voices were included in its construction? Etc. --> |
| |
| a, a, r, i, m, o, n, d |
| |
| # Model Card Contact |
| |
| More information needed |
| |
| # How to Get Started with the Model |
| |
| Use the code below to get started with the model. |
| |
| <details> |
| <summary> Click to expand </summary> |
| |
| # ⚠️ Type of model unknown |
| |
| </details> |
