APIClaw Fine Tuning API
The fine-tuning API from APIClaw — 6 operation(s) for fine-tuning.
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OpenAPI Specification
openapi: 3.2.0
info:
title: LiteLLM Fine Tuning API
description: 'Proxy Server to call 100+ LLMs in the OpenAI format. **Customize Swagger Docs**
👉 ```LiteLLM Admin Panel on /ui```. Create, Edit Keys with SSO. Having issues? Try ```Fallback Login```
💸 ```LiteLLM Model Cost Map```.
🔎 ```LiteLLM Model Hub```. See available models on the proxy. **Docs**'
version: 1.102.1
tags:
- name: Fine Tuning
paths:
/fine_tuning/jobs:
post:
tags:
- Fine Tuning
summary: ✨ (Enterprise) Create Fine-Tuning Job
description: 'Creates a fine-tuning job which begins the process of creating a new model from a given dataset.
This is the equivalent of POST https://api.openai.com/v1/fine_tuning/jobs
Supports Identical Params as: https://platform.openai.com/docs/api-reference/fine-tuning/create
Example Curl:
```
curl http://localhost:4000/v1/fine_tuning/jobs -H "Content-Type: application/json" -H "Authorization: Bearer sk-1234" -d ''{
"model": "gpt-3.5-turbo",
"training_file": "file-abc123",
"hyperparameters": {
"n_epochs": 4
}
}''
```'
operationId: create_fine_tuning_job_fine_tuning_jobs_post
security:
- APIKeyHeader: []
requestBody:
required: true
content:
application/json:
schema:
$ref: '#/components/schemas/LiteLLMFineTuningJobCreate'
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
get:
tags:
- Fine Tuning
summary: ✨ (Enterprise) List Fine-Tuning Jobs
description: 'Lists fine-tuning jobs for the organization.
This is the equivalent of GET https://api.openai.com/v1/fine_tuning/jobs
Supported Query Params:
- `custom_llm_provider`: Name of the LiteLLM provider
- `after`: Identifier for the last job from the previous pagination request.
- `limit`: Number of fine-tuning jobs to retrieve (default is 20).'
operationId: list_fine_tuning_jobs_fine_tuning_jobs_get
security:
- APIKeyHeader: []
parameters:
- name: custom_llm_provider
in: query
required: false
schema:
anyOf:
- enum:
- openai
- azure
type: string
- type: 'null'
title: Custom Llm Provider
- name: target_model_names
in: query
required: false
schema:
anyOf:
- type: string
- type: 'null'
description: 'Comma separated list of model names to filter by. Example: ''gpt-4o,gpt-4o-mini'''
title: Target Model Names
description: 'Comma separated list of model names to filter by. Example: ''gpt-4o,gpt-4o-mini'''
- name: after
in: query
required: false
schema:
anyOf:
- type: string
- type: 'null'
title: After
- name: limit
in: query
required: false
schema:
anyOf:
- type: integer
- type: 'null'
title: Limit
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
/v1/fine_tuning/jobs:
post:
tags:
- Fine Tuning
summary: ✨ (Enterprise) Create Fine-Tuning Job
description: 'Creates a fine-tuning job which begins the process of creating a new model from a given dataset.
This is the equivalent of POST https://api.openai.com/v1/fine_tuning/jobs
Supports Identical Params as: https://platform.openai.com/docs/api-reference/fine-tuning/create
Example Curl:
```
curl http://localhost:4000/v1/fine_tuning/jobs -H "Content-Type: application/json" -H "Authorization: Bearer sk-1234" -d ''{
"model": "gpt-3.5-turbo",
"training_file": "file-abc123",
"hyperparameters": {
"n_epochs": 4
}
}''
```'
operationId: create_fine_tuning_job_v1_fine_tuning_jobs_post
security:
- APIKeyHeader: []
requestBody:
required: true
content:
application/json:
schema:
$ref: '#/components/schemas/LiteLLMFineTuningJobCreate'
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
get:
tags:
- Fine Tuning
summary: ✨ (Enterprise) List Fine-Tuning Jobs
description: 'Lists fine-tuning jobs for the organization.
This is the equivalent of GET https://api.openai.com/v1/fine_tuning/jobs
Supported Query Params:
- `custom_llm_provider`: Name of the LiteLLM provider
- `after`: Identifier for the last job from the previous pagination request.
- `limit`: Number of fine-tuning jobs to retrieve (default is 20).'
operationId: list_fine_tuning_jobs_v1_fine_tuning_jobs_get
security:
- APIKeyHeader: []
parameters:
- name: custom_llm_provider
in: query
required: false
schema:
anyOf:
- enum:
- openai
- azure
type: string
- type: 'null'
title: Custom Llm Provider
- name: target_model_names
in: query
required: false
schema:
anyOf:
- type: string
- type: 'null'
description: 'Comma separated list of model names to filter by. Example: ''gpt-4o,gpt-4o-mini'''
title: Target Model Names
description: 'Comma separated list of model names to filter by. Example: ''gpt-4o,gpt-4o-mini'''
- name: after
in: query
required: false
schema:
anyOf:
- type: string
- type: 'null'
title: After
- name: limit
in: query
required: false
schema:
anyOf:
- type: integer
- type: 'null'
title: Limit
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
/fine_tuning/jobs/{fine_tuning_job_id}:
get:
tags:
- Fine Tuning
summary: ✨ (Enterprise) Retrieve Fine-Tuning Job
description: 'Retrieves a fine-tuning job.
This is the equivalent of GET https://api.openai.com/v1/fine_tuning/jobs/{fine_tuning_job_id}
Supported Query Params:
- `custom_llm_provider`: Name of the LiteLLM provider
- `fine_tuning_job_id`: The ID of the fine-tuning job to retrieve.'
operationId: retrieve_fine_tuning_job_fine_tuning_jobs__fine_tuning_job_id__get
security:
- APIKeyHeader: []
parameters:
- name: fine_tuning_job_id
in: path
required: true
schema:
type: string
title: Fine Tuning Job Id
- name: custom_llm_provider
in: query
required: false
schema:
anyOf:
- enum:
- openai
- azure
type: string
- type: 'null'
title: Custom Llm Provider
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
/v1/fine_tuning/jobs/{fine_tuning_job_id}:
get:
tags:
- Fine Tuning
summary: ✨ (Enterprise) Retrieve Fine-Tuning Job
description: 'Retrieves a fine-tuning job.
This is the equivalent of GET https://api.openai.com/v1/fine_tuning/jobs/{fine_tuning_job_id}
Supported Query Params:
- `custom_llm_provider`: Name of the LiteLLM provider
- `fine_tuning_job_id`: The ID of the fine-tuning job to retrieve.'
operationId: retrieve_fine_tuning_job_v1_fine_tuning_jobs__fine_tuning_job_id__get
security:
- APIKeyHeader: []
parameters:
- name: fine_tuning_job_id
in: path
required: true
schema:
type: string
title: Fine Tuning Job Id
- name: custom_llm_provider
in: query
required: false
schema:
anyOf:
- enum:
- openai
- azure
type: string
- type: 'null'
title: Custom Llm Provider
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
/fine_tuning/jobs/{fine_tuning_job_id}/cancel:
post:
tags:
- Fine Tuning
summary: ✨ (Enterprise) Cancel Fine-Tuning Jobs
description: 'Cancel a fine-tuning job.
This is the equivalent of POST https://api.openai.com/v1/fine_tuning/jobs/{fine_tuning_job_id}/cancel
Supported Query Params:
- `custom_llm_provider`: Name of the LiteLLM provider
- `fine_tuning_job_id`: The ID of the fine-tuning job to cancel.'
operationId: cancel_fine_tuning_job_fine_tuning_jobs__fine_tuning_job_id__cancel_post
security:
- APIKeyHeader: []
parameters:
- name: fine_tuning_job_id
in: path
required: true
schema:
type: string
title: Fine Tuning Job Id
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
/v1/fine_tuning/jobs/{fine_tuning_job_id}/cancel:
post:
tags:
- Fine Tuning
summary: ✨ (Enterprise) Cancel Fine-Tuning Jobs
description: 'Cancel a fine-tuning job.
This is the equivalent of POST https://api.openai.com/v1/fine_tuning/jobs/{fine_tuning_job_id}/cancel
Supported Query Params:
- `custom_llm_provider`: Name of the LiteLLM provider
- `fine_tuning_job_id`: The ID of the fine-tuning job to cancel.'
operationId: cancel_fine_tuning_job_v1_fine_tuning_jobs__fine_tuning_job_id__cancel_post
security:
- APIKeyHeader: []
parameters:
- name: fine_tuning_job_id
in: path
required: true
schema:
type: string
title: Fine Tuning Job Id
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
components:
schemas:
ValidationError:
properties:
loc:
items:
anyOf:
- type: string
- type: integer
type: array
title: Location
msg:
type: string
title: Message
type:
type: string
title: Error Type
input:
title: Input
ctx:
type: object
title: Context
type: object
required:
- loc
- msg
- type
title: ValidationError
HTTPValidationError:
properties:
detail:
items:
$ref: '#/components/schemas/ValidationError'
type: array
title: Detail
type: object
title: HTTPValidationError
LiteLLMFineTuningJobCreate:
properties:
model:
type: string
title: Model
training_file:
type: string
title: Training File
hyperparameters:
anyOf:
- $ref: '#/components/schemas/Hyperparameters'
- type: 'null'
suffix:
anyOf:
- type: string
- type: 'null'
title: Suffix
validation_file:
anyOf:
- type: string
- type: 'null'
title: Validation File
integrations:
anyOf:
- items:
type: string
type: array
- type: 'null'
title: Integrations
seed:
anyOf:
- type: integer
- type: 'null'
title: Seed
custom_llm_provider:
anyOf:
- type: string
enum:
- openai
- azure
- vertex_ai
- type: 'null'
title: Custom Llm Provider
additionalProperties: true
type: object
required:
- model
- training_file
title: LiteLLMFineTuningJobCreate
Hyperparameters:
properties:
batch_size:
anyOf:
- type: string
- type: integer
- type: 'null'
title: Batch Size
learning_rate_multiplier:
anyOf:
- type: string
- type: number
- type: 'null'
title: Learning Rate Multiplier
n_epochs:
anyOf:
- type: string
- type: integer
- type: 'null'
title: N Epochs
additionalProperties: true
type: object
title: Hyperparameters
securitySchemes:
APIKeyHeader:
type: apiKey
description: Bearer token
in: header
name: x-litellm-api-key