database-fork/SQLCoder.yaml at preview · Language-Technology-Assessment/database-fork · 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: Singapore
# - Contributor type: Non-academic (Company)

system:
    name: SQLCoder
    link: https://huggingface.co/defog/sqlcoder2
    type: code
    performanceclass: latest
    basemodelname: StarCoder2-15B
    endmodelname: SQLCoder-2
    endmodellicense: CC-BY-SA-4.0 and Apache-2.0 and BigCode OpenRAIL-M v1 license agreement
    releasedate: 2023-10
    notes: Text-to-SQL model.

org:
    name: Defog.ai
    link: https://huggingface.co/defog
    notes: Organization creating code generation for LLMs.

# availability:
datasources_basemodel:
    class: open
    link: https://arxiv.org/pdf/2402.19173
    notes: Unfiltered data sources described in paper.

datasources_endmodel:
    class: open
    link: https://github.com/defog-ai/sql-eval
    notes: Data sources published in GitHub repo

weights_basemodel:
    class: open
    link: https://huggingface.co/bigcode/starcoder2-15b
    notes: Weights made available on HuggingFace.

weights_endmodel:
    class: open
    link: https://huggingface.co/defog/sqlcoder2
    notes: Weights made available on HuggingFace.

trainingcode:
    class: closed
    link: ["https://github.com/defog-ai/sqlcoder", "https://defog.ai/blog/open-sourcing-sqlcoder2-7b", "https://defog.ai/blog/sqlcoder2-technical-details"]
    notes: GitHub exists, but mainly contains inference code. Training procedure broadly outlined in text.

# documentation:
code:
    class: closed
    link:
    notes: No code, so no documentation.

hardware_architecture:
    class: closed
    link:
    notes: No description of hardware architecture found.

preprint:
    class: closed
    link: ["https://defog.ai/blog/open-sourcing-sqlcoder2-7b", "https://dl.acm.org/doi/pdf/10.1145/3531146.3533779"]
    notes: Info about model released through blog posts.

paper:
    class: closed
    link:
    notes: No peer-reviewed paper found.

modelcard:
    class: partial
    link: https://huggingface.co/defog/sqlcoder2
    notes: Model card provides a decent amount of information.

datasheet:
    class: open
    link: https://huggingface.co/defog/sqlcoder2
    notes: Information regarding datasheet provided in detail.

# access:
package:
    class: closed
    link:
    notes: No package found

api:
    class: open
    link: https://defog.ai/sqlcoder-demo
    notes: Demo available
    metaprompt: closed

licenses:
    class: partial
    link: https://huggingface.co/defog/sqlcoder2
    notes: Model almost fully open-source licensed, but inherits some properties from BigCode OpenRAIL-M v1 license agreement.