Model Registry Catalog (yaml converted to JSON for use with https://json-schema.app/start)

catalog.json

{
  "$id": "https://kubeflow.org/model-registry/catalog.yaml",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "title": "Model Catalog",
  "type": "object",
  "properties": {
    "source": {
      "type": "string",
      "description": "The name of the catalog provider.",
      "example": "Red Hat"
    },
    "models": {
      "type": "array",
      "description": "List of models available in the catalog. `repository` and `name` are used\nto uniquely identify a model, and should be unique within the catalog.",
      "items": {
        "type": "object",
        "required": [
          "repository",
          "name"
        ],
        "properties": {
          "repository": {
            "type": "string",
            "description": "Name of the repository in the catalog.",
            "example": "ibm-granite"
          },
          "name": {
            "type": "string",
            "description": "Code name of the model.",
            "example": "granite-3.1-8b-base"
          },
          "provider": {
            "type": "string",
            "description": "Name of the organization or entity that provides the model.",
            "example": "IBM"
          },
          "description": {
            "type": "string",
            "description": "Short description of the model."
          },
          "longDescription": {
            "type": "string",
            "description": "Longer description of the model."
          },
          "logo": {
            "type": "string",
            "format": "uri",
            "description": "URL to the model's logo. A [data\nURL](https://developer.mozilla.org/en-US/docs/Web/URI/Schemes/data)\nis recommended."
          },
          "readme": {
            "type": "string",
            "description": "Model documentation in Markdown."
          },
          "language": {
            "type": "array",
            "description": "List of supported languages (https://en.wikipedia.org/wiki/List_of_ISO_639_language_codes).",
            "items": {
              "type": "string"
            },
            "example": [
              "en",
              "es",
              "cz"
            ]
          },
          "license": {
            "type": "string",
            "description": "Short name of the model's license.",
            "example": "apache-2.0"
          },
          "licenseLink": {
            "type": "string",
            "format": "uri",
            "description": "URL to the license text."
          },
          "maturity": {
            "type": "string",
            "description": "Maturity level of the model.",
            "example": "Generally Available"
          },
          "libraryName": {
            "type": "string",
            "example": "transformers"
          },
          "baseModel": {
            "type": "array",
            "description": "Reference to the base model (if any).",
            "items": {
              "type": "object",
              "properties": {
                "catalog": {
                  "type": "string",
                  "description": "Name of the catalog for an external base model. Omit for\nmodels in the same catalog.",
                  "example": "huggingface.io"
                },
                "repository": {
                  "type": "string",
                  "description": "Name of the repository in an external catalog where the base\nmodel exists. Omit for models in the same catalog.",
                  "example": "ibm-granite"
                },
                "name": {
                  "type": "string",
                  "example": "granite-3.1-8b-base"
                }
              }
            }
          },
          "labels": {
            "type": "array",
            "description": "List of labels for categorization.",
            "example": [
              "language"
            ],
            "items": {
              "type": "string"
            }
          },
          "tasks": {
            "type": "array",
            "description": "List of tasks the model is designed for.",
            "items": {
              "type": "string"
            },
            "example": [
              "text-generation"
            ]
          },
          "create": {
            "description": "Creation time in milliseconds since epoch.",
            "type": "integer"
          },
          "lastUpdateTimeSinceEpoch": {
            "description": "Last update time in milliseconds since epoch.",
            "type": "integer"
          },
          "artifacts": {
            "type": "array",
            "description": "If a model has multiple versions, each version should have a\nseparate artifact.",
            "items": {
              "type": "object",
              "properties": {
                "protocol": {
                  "type": "string",
                  "description": "The protocol used to access the artifact (only `oci` for now).",
                  "enum": [
                    "oci"
                  ]
                },
                "tags": {
                  "type": "array",
                  "description": "List of tags for the artifact. These are for information\nonly, and may include ephemeral tags that will be removed in\nthe future.",
                  "example": [
                    "2.1.2",
                    "2.1",
                    "2"
                  ],
                  "items": {
                    "type": "string"
                  }
                },
                "uri": {
                  "type": "string",
                  "description": "Artifact URI."
                }
              }
            }
          }
        }
      }
    }
  }
}

catalog.yaml

$id: https://kubeflow.org/model-registry/catalog.yaml
$schema: https://json-schema.org/draft/2020-12/schema
title: Model Catalog
type: object
properties:
  source:
    type: string
    description: The name of the catalog provider.
    example: Red Hat
  models:
    type: array
    description: |-
      List of models available in the catalog. `repository` and `name` are used
      to uniquely identify a model, and should be unique within the catalog.
    items:
      type: object
      required:
        - repository
        - name
      properties:
        repository:
          type: string
          description: Name of the repository in the catalog.
          example: ibm-granite
        name:
          type: string
          description: Code name of the model.
          example: granite-3.1-8b-base
        provider:
          type: string
          description: Name of the organization or entity that provides the model.
          example: IBM
        description:
          type: string
          description: Short description of the model.
        longDescription:
          type: string
          description: Longer description of the model.
        logo:
          type: string
          format: uri
          description: |-
            URL to the model's logo. A [data
            URL](https://developer.mozilla.org/en-US/docs/Web/URI/Schemes/data)
            is recommended.
        readme:
          type: string
          description: Model documentation in Markdown.
        language:
          type: array
          description: List of supported languages (https://en.wikipedia.org/wiki/List_of_ISO_639_language_codes).
          items:
            type: string
          example:
            - en
            - es
            - cz
        license:
          type: string
          description: Short name of the model's license.
          example: apache-2.0
        licenseLink:
          type: string
          format: uri
          description: URL to the license text.
        maturity:
          type: string
          description: Maturity level of the model.
          example: Generally Available
        libraryName:
          type: string
          example: transformers
        baseModel:
          type: array
          description: Reference to the base model (if any).
          items:
            type: object
            properties:
              catalog:
                type: string
                description: |-
                  Name of the catalog for an external base model. Omit for
                  models in the same catalog.
                example: huggingface.io
              repository:
                type: string
                description: |-
                  Name of the repository in an external catalog where the base
                  model exists. Omit for models in the same catalog.
                example: ibm-granite
              name:
                type: string
                example: granite-3.1-8b-base
        labels:
          type: array
          description: List of labels for categorization.
          example:
            - language
          items:
            type: string
        tasks:
          type: array
          description: List of tasks the model is designed for.
          items:
            type: string
          example:
            - text-generation
        create:
          description: Creation time in milliseconds since epoch.
          type: integer
        lastUpdateTimeSinceEpoch:
          description: Last update time in milliseconds since epoch.
          type: integer
        artifacts:
          type: array
          description: |-
            If a model has multiple versions, each version should have a
            separate artifact.
          items:
            type: object
            properties:
              protocol:
                type: string
                description: The protocol used to access the artifact (only `oci` for now).
                enum:
                  - oci
              tags:
                type: array
                description: |-
                  List of tags for the artifact. These are for information
                  only, and may include ephemeral tags that will be removed in
                  the future.
                example: ["2.1.2", "2.1", "2"]
                items:
                  type: string
              uri:
                type: string
                description: Artifact URI.

granite.yaml

source: Red Hat
models:
- repository: rhelai1
  name: granite-8b-code-base
  provider: IBM
  description: A decoder-only code model designed for code generative tasks
  longDescription: |-
    Granite-8B-Code-Base is a decoder-only code model designed for code
    generative tasks (e.g., code generation, code explanation, code fixing,
    etc.). It is trained from scratch with a two-phase training strategy. In
    phase 1, our model is trained on 4 trillion tokens sourced from 116
    programming languages, ensuring a comprehensive understanding of
    programming languages and syntax. In phase 2, our model is trained on 500
    billion tokens with a carefully designed mixture of high-quality data from
    code and natural language domains to improve the models’ ability to reason
    and follow instructions.
  readme: |-
    # Granite-3.1-8B-Base

    **Model Summary:**
    Granite-3.1-8B-Base extends the context length of Granite-3.0-8B-Base from 4K to 128K using a progressive training strategy by increasing the supported context length in increments while adjusting RoPE theta until the model has successfully adapted to desired length of 128K. This long-context pre-training stage was performed using approximately 500B tokens.

    ...

  logo: data:image/gif;base64,R0lGODlhIAAgAMZLAAAAAAEAAAIAAAQAAAYAAAcAAAgAAAoAAAsAAA0AAA4AAA8AABEAABMAABwAAB4AAB8AACAAACQAACYAACkAAC8AADAAADsAAEIAAEMAAEkAAEoAAE4AAFAAAFYAAFkAAF8AAHAAAHMAAHQAAHsAAHwAAIcAAJMAAJcAAJoAAKYAAKwAAK0AAK4AALAAALYAALcAALkAALoAAL4AAMAAAMUAAMgAAMsAANAAANEAANcAANgAANoAANwAAOEAAOUAAOcAAOgAAOkAAOoAAOwAAO0AAO4AAO8AAPAAAPEAAPIAAP///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////yH5BAEKAH8ALAAAAAAgACAAAAf3gH+Cg4SFhoeIiYqLjI2Oj5CCRkaDk5SRhZaam5iSm5+TkaCjl46ko4+noKaqn441Sa2cixobPbGyoYeWRB0AHTm4sruWRyEAABYqQ8KkRYabSDYTyAkfMUJKSKNHQCaZ0SwRyAAMHCk4QklKSknrSkQpGj6EoEgyFwLkAw8aIygsYMRwccKDAgo9jtT7lIRHCQgByCELQAABAgMRAWD4caQUtyM3SFQwILEkAAcrtun6QwoJkh4sRGSQ0OBAAQMLJoCY0VFTJVJH3AXRUeNFCxc0dhRpttLTqaDvkvR0BS7XKURWUS3KaimV1U4sSYEdS7as2bKBAAA7
  language: ["ar", "cs", "de", "en", "es", "fr", "it", "ja", "ko", "nl", "pt", "zh"]
  license: apache-2.0
  licenseLink: https://www.apache.org/licenses/LICENSE-2.0.txt
  maturity: Generally Available
  libraryName: transformers
  labels:
    - language
    - granite-3.1
  tasks:
    - text-generation
  createTimeSinceEpoch: 1733514949000
  lastUpdateTimeSinceEpoch: 1734637721000
  artifacts:
    - protocol: oci
      tags: ["1.3-1732870892", "1.3"]
      uri: oci://registry.redhat.io/rhelai1/granite-8b-code-base:1.3-1732870892
- repository: rhelai1
  name: granite-8b-code-instruct
  provider: IBM
  description: A fine-tuned model based on Granite 8B Code Base
  longDescription: |-
    Granite-8B-Code-Instruct is a 8B parameter model fine tuned from
    Granite-8B-Code-Base on a combination of permissively licensed instruction
    data to enhance instruction following capabilities including logical
    reasoning and problem-solving skills.
  logo: data:image/gif;base64,R0lGODlhIAAgAMZLAAAAAAEAAAIAAAQAAAYAAAcAAAgAAAoAAAsAAA0AAA4AAA8AABEAABMAABwAAB4AAB8AACAAACQAACYAACkAAC8AADAAADsAAEIAAEMAAEkAAEoAAE4AAFAAAFYAAFkAAF8AAHAAAHMAAHQAAHsAAHwAAIcAAJMAAJcAAJoAAKYAAKwAAK0AAK4AALAAALYAALcAALkAALoAAL4AAMAAAMUAAMgAAMsAANAAANEAANcAANgAANoAANwAAOEAAOUAAOcAAOgAAOkAAOoAAOwAAO0AAO4AAO8AAPAAAPEAAPIAAP///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////yH5BAEKAH8ALAAAAAAgACAAAAf3gH+Cg4SFhoeIiYqLjI2Oj5CCRkaDk5SRhZaam5iSm5+TkaCjl46ko4+noKaqn441Sa2cixobPbGyoYeWRB0AHTm4sruWRyEAABYqQ8KkRYabSDYTyAkfMUJKSKNHQCaZ0SwRyAAMHCk4QklKSknrSkQpGj6EoEgyFwLkAw8aIygsYMRwccKDAgo9jtT7lIRHCQgByCELQAABAgMRAWD4caQUtyM3SFQwILEkAAcrtun6QwoJkh4sRGSQ0OBAAQMLJoCY0VFTJVJH3AXRUeNFCxc0dhRpttLTqaDvkvR0BS7XKURWUS3KaimV1U4sSYEdS7as2bKBAAA7
  readme: |-
    # Granite-3.1-8B-Instruct

    **Model Summary:**
    Granite-3.1-8B-Instruct is a 8B parameter long-context instruct model finetuned from Granite-3.1-8B-Base using a combination of open source instruction datasets with permissive license and internally collected synthetic datasets tailored for solving long context problems. This model is developed using a diverse set of techniques with a structured chat format, including supervised finetuning, model alignment using reinforcement learning, and model merging.

    ...

  language: ["ar", "cs", "de", "en", "es", "fr", "it", "ja", "ko", "nl", "pt", "zh"]
  license: apache-2.0
  licenseLink: https://www.apache.org/licenses/LICENSE-2.0.txt
  maturity: Generally Available
  libraryName: transformers
  baseModel:
    - repository: rhelai1
      name: granite-8b-code-base
  labels:
    - language
    - granite-3.1
  tasks:
    - text-generation
  createTimeSinceEpoch: 1733514949000
  lastUpdateTimeSinceEpoch: 1734637721000
  artifacts:
    - protocol: oci
      tags: ["1.3-1732870892", "1.3"]
      uri: oci://registry.redhat.io/rhelai1/granite-8b-code-instruct:1.3-1732870892