Browse supported training base models

GET

/api/v1/training/catalog

curl --request GET \
  --url 'https://example.com/api/v1/training/catalog?limit=20' \
  --header 'Authorization: Bearer <token>'

List base models accepted by hosted Tinker training jobs. This is the source of truth for what you can pass as --model on dreadnode train sft / dreadnode train rl.

Authorizations

• OAuth2PasswordBearer
  training:read
• APIKeyCookie
  training:read
• APIKeyHeader
  training:read

Parameters

Query Parameters

query

Any of:

string

string

null

null

Free-text search across model id and display name

family

Any of:

string

string

null

null

Restrict to a single model family (llama, qwen, …)

algorithm

Any of:

string

string

null

null

Restrict to models supporting this algorithm (sft, importance_sampling, ppo)

min_size_b

Any of:

number

number

null

null

Minimum active parameter count (B)

max_size_b

Any of:

number

number

null

null

Maximum active parameter count (B)

limit

Limit

Maximum number of models to return; total still reflects all matches

integer

default: 20 >= 1 <= 100

Maximum number of models to return; total still reflects all matches

Responses

200

Successful Response

Media type application/json

TrainingCatalogResponse

Paginated list response for GET /training/catalog.

object

limit

required

Limit

integer

>= 1

models

Models

Array<object>

TrainingModel

One base model available for hosted training jobs.

object

context_length

required

Context Length

integer

>= 1

display_name

required

Display Name

string

extended_context

Extended Context

boolean

family

required

Family

string

Allowed values: llama qwen

pricing

Any of:

TrainingModelPricing

TrainingModelPricing

Optional upstream pricing metadata (USD per million tokens).

object

prefill

Any of:

number

number

null

null

sample

Any of:

number

number

null

null

train

Any of:

number

number

null

null

null

null

size_b

required

Size B

number

>= 0.1

supported_algorithms

required

Supported Algorithms

Array<string>

Allowed values: sft importance_sampling ppo

tinker_id

required

Tinker Id

string

type

required

Type

string

Allowed values: dense moe

total

required

Total

integer

Example

{
  "models": [
    {
      "extended_context": false,
      "family": "llama",
      "supported_algorithms": [
        "sft"
      ],
      "type": "dense"
    }
  ]
}

400

Invalid request

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

401

Authentication failed

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

403

Access forbidden

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

404

Not found

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

409

Already exists

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

422

Validation error

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

426

Upgrade required

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

429

Rate limited

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

500

Internal server error

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

502

Bad gateway

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}

504

Gateway timeout

Media type application/json

APIErrorPayload

Canonical API error envelope returned by the API.

object

code

required

Code

HTTP status code

integer

Allowed values: 400 401 403 404 409 422 426 429 500 502 504

detail

required

Detail

Human-readable error message

string

errors

Any of:

Array<object>

Array<object>

ValidationErrorItem

object

loc

required

Loc

Where the validation error occurred

Array

msg

required

Msg

Human-readable validation message

string

type

required

Type

Machine-readable validation error type

string

null

null

type

required

Type

Stable machine-readable error type

string

Allowed values: already_exists_error app_error authentication_error conflict_error aws_error configuration_error database_error dynamodb_error e2b_error e2b_rate_limit_error expired_signature_error expired_token_error forbidden_error group_error invalid_error invalid_flag_error invalid_username_error mail_error member_exists_error member_limit_exceeded_error migration_lock_timeout_error not_found_error oauth_config_error org_sandbox_capacity_exceeded_error bad_gateway_error gateway_timeout_error s3_error server_error task_error stripe_error token_error upgrade_required_error usage_limit_exceeded_error user_verification_error validation_error

Example

{
  "code": 401,
  "detail": "Authentication failed",
  "type": "authentication_error"
}