main-database/Fietje.yaml at preview · martinjaggi/main-database · GitHub

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---
# Thank you for contributing!
# In filling out this yaml file, please follow the criteria as described here:
# https://osai-index.eu/contribute

# You're free to build on this work and reuse the data. It is licensed under CC-BY 4.0, with the
# stipulation that attribution should come in the form of a link to https://osai-index.eu/
# and a citation to the peer-reviewed paper in which the dataset & criteria were published:

# Liesenfeld, A. and Dingemanse, M., 2024. Rethinking open source generative AI: open-washing and the EU AI Act. In Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (pp. 1774-1787).

# Organization tags:
# - National origin: Netherlands
# - Contributor type: Academic (Individual)

system:
    name: Fietje
    link: https://huggingface.co/BramVanroy/fietje-2-chat
    type: text
    performanceclass: full
    basemodelname: Phi-2
    endmodelname: Fietje-2-Chat
    endmodellicense: MIT License
    releasedate: 2024-04
    notes: Derivative of Phi2 fine-tuned for Dutch text generation.

org:
    name: Bram Vanroy
    link: https://bramvanroy.github.io/
    notes: Independent model creator.

# availability:
datasources_basemodel:
    class: closed
    link:
    notes: "Based on phi2 by Microsoft, for which pretraining data has not been disclosed. Phi2 documentation says only '250B tokens, combination of NLP synthetic data created by AOAI GPT-3.5 and filtered web data from Falcon RefinedWeb and SlimPajama, which was assessed by AOAI GPT-4.'."

datasources_endmodel:
    class: partial
    link: https://huggingface.co/datasets/BramVanroy/wikipedia_culturax_dutch
    notes: "Finetuning of Phi not fully documented; derivative uses a Wikipedia and CulturaX mix for Dutch."

weights_basemodel:
    class: open
    link: https://huggingface.co/microsoft/phi-2
    notes: Phi 2 model weights available through HuggingFace.

weights_endmodel:
    class: open
    link: https://huggingface.co/BramVanroy/fietje-2-chat
    notes:

trainingcode:
    class: partial
    link: https://github.com/BramVanroy/fietje-2
    notes: Source code for base model not available, but training for derivative well-documented in github repository.

# documentation:
code:
    class: partial
    link:  https://github.com/BramVanroy/fietje-2/tree/main/training
    notes: Source code for base model not available, but training for derivative model documented in exemplary detail.

hardware_architecture:
    class: open
    link: https://huggingface.co/BramVanroy/fietje-2-chat
    notes:

preprint:
    class: open
    link: https://arxiv.org/abs/2412.15450
    notes:

paper:
    class: closed
    link:
    notes:

modelcard:
    class: open
    link: https://huggingface.co/BramVanroy/fietje-2-chat
    notes:

datasheet:
    class: partial
    link:
    notes: No data sheet available for base model

# access:
package:
    class: closed
    link:
    notes:

api:
    class: closed
    link:
    notes:
    metaprompt: closed

licenses:
    class: partial
    link:
    notes: "Model weights provided under MIT, but training data inherits unclarity and limitations from upstream models (Falcon RefinedWeb, SlimPajama)."