29 KiB
Jobs
(fineTuning.jobs)
Overview
Available Operations
- list - Get Fine Tuning Jobs
- create - Create Fine Tuning Job
- get - Get Fine Tuning Job
- cancel - Cancel Fine Tuning Job
- start - Start Fine Tuning Job
list
Get a list of fine-tuning jobs for your organization and user.
Example Usage
import { Mistral } from "@mistralai/mistralai";
const mistral = new Mistral({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const result = await mistral.fineTuning.jobs.list({});
console.log(result);
}
run();
Standalone function
The standalone function version of this method:
import { MistralCore } from "@mistralai/mistralai/core.js";
import { fineTuningJobsList } from "@mistralai/mistralai/funcs/fineTuningJobsList.js";
// Use `MistralCore` for best tree-shaking performance.
// You can create one instance of it to use across an application.
const mistral = new MistralCore({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const res = await fineTuningJobsList(mistral, {});
if (res.ok) {
const { value: result } = res;
console.log(result);
} else {
console.log("fineTuningJobsList failed:", res.error);
}
}
run();
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
request |
operations.JobsApiRoutesFineTuningGetFineTuningJobsRequest | ✔️ | The request object to use for the request. |
options |
RequestOptions | ➖ | Used to set various options for making HTTP requests. |
options.fetchOptions |
RequestInit | ➖ | Options that are passed to the underlying HTTP request. This can be used to inject extra headers for examples. All Request options, except method and body, are allowed. |
options.retries |
RetryConfig | ➖ | Enables retrying HTTP requests under certain failure conditions. |
Response
Promise<components.JobsOut>
Errors
| Error Type | Status Code | Content Type |
|---|---|---|
| errors.SDKError | 4XX, 5XX | */* |
create
Create a new fine-tuning job, it will be queued for processing.
Example Usage
import { Mistral } from "@mistralai/mistralai";
const mistral = new Mistral({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const result = await mistral.fineTuning.jobs.create({
model: "Camaro",
hyperparameters: {
learningRate: 0.0001,
},
});
console.log(result);
}
run();
Standalone function
The standalone function version of this method:
import { MistralCore } from "@mistralai/mistralai/core.js";
import { fineTuningJobsCreate } from "@mistralai/mistralai/funcs/fineTuningJobsCreate.js";
// Use `MistralCore` for best tree-shaking performance.
// You can create one instance of it to use across an application.
const mistral = new MistralCore({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const res = await fineTuningJobsCreate(mistral, {
model: "Camaro",
hyperparameters: {
learningRate: 0.0001,
},
});
if (res.ok) {
const { value: result } = res;
console.log(result);
} else {
console.log("fineTuningJobsCreate failed:", res.error);
}
}
run();
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
request |
components.JobIn | ✔️ | The request object to use for the request. |
options |
RequestOptions | ➖ | Used to set various options for making HTTP requests. |
options.fetchOptions |
RequestInit | ➖ | Options that are passed to the underlying HTTP request. This can be used to inject extra headers for examples. All Request options, except method and body, are allowed. |
options.retries |
RetryConfig | ➖ | Enables retrying HTTP requests under certain failure conditions. |
Response
Promise<operations.JobsApiRoutesFineTuningCreateFineTuningJobResponse>
Errors
| Error Type | Status Code | Content Type |
|---|---|---|
| errors.SDKError | 4XX, 5XX | */* |
get
Get a fine-tuned job details by its UUID.
Example Usage
import { Mistral } from "@mistralai/mistralai";
const mistral = new Mistral({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const result = await mistral.fineTuning.jobs.get({
jobId: "c167a961-ffca-4bcf-93ac-6169468dd389",
});
console.log(result);
}
run();
Standalone function
The standalone function version of this method:
import { MistralCore } from "@mistralai/mistralai/core.js";
import { fineTuningJobsGet } from "@mistralai/mistralai/funcs/fineTuningJobsGet.js";
// Use `MistralCore` for best tree-shaking performance.
// You can create one instance of it to use across an application.
const mistral = new MistralCore({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const res = await fineTuningJobsGet(mistral, {
jobId: "c167a961-ffca-4bcf-93ac-6169468dd389",
});
if (res.ok) {
const { value: result } = res;
console.log(result);
} else {
console.log("fineTuningJobsGet failed:", res.error);
}
}
run();
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
request |
operations.JobsApiRoutesFineTuningGetFineTuningJobRequest | ✔️ | The request object to use for the request. |
options |
RequestOptions | ➖ | Used to set various options for making HTTP requests. |
options.fetchOptions |
RequestInit | ➖ | Options that are passed to the underlying HTTP request. This can be used to inject extra headers for examples. All Request options, except method and body, are allowed. |
options.retries |
RetryConfig | ➖ | Enables retrying HTTP requests under certain failure conditions. |
Response
Promise<operations.JobsApiRoutesFineTuningGetFineTuningJobResponse>
Errors
| Error Type | Status Code | Content Type |
|---|---|---|
| errors.SDKError | 4XX, 5XX | */* |
cancel
Request the cancellation of a fine tuning job.
Example Usage
import { Mistral } from "@mistralai/mistralai";
const mistral = new Mistral({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const result = await mistral.fineTuning.jobs.cancel({
jobId: "6188a2f6-7513-4e0f-89cc-3f8088523a49",
});
console.log(result);
}
run();
Standalone function
The standalone function version of this method:
import { MistralCore } from "@mistralai/mistralai/core.js";
import { fineTuningJobsCancel } from "@mistralai/mistralai/funcs/fineTuningJobsCancel.js";
// Use `MistralCore` for best tree-shaking performance.
// You can create one instance of it to use across an application.
const mistral = new MistralCore({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const res = await fineTuningJobsCancel(mistral, {
jobId: "6188a2f6-7513-4e0f-89cc-3f8088523a49",
});
if (res.ok) {
const { value: result } = res;
console.log(result);
} else {
console.log("fineTuningJobsCancel failed:", res.error);
}
}
run();
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
request |
operations.JobsApiRoutesFineTuningCancelFineTuningJobRequest | ✔️ | The request object to use for the request. |
options |
RequestOptions | ➖ | Used to set various options for making HTTP requests. |
options.fetchOptions |
RequestInit | ➖ | Options that are passed to the underlying HTTP request. This can be used to inject extra headers for examples. All Request options, except method and body, are allowed. |
options.retries |
RetryConfig | ➖ | Enables retrying HTTP requests under certain failure conditions. |
Response
Promise<operations.JobsApiRoutesFineTuningCancelFineTuningJobResponse>
Errors
| Error Type | Status Code | Content Type |
|---|---|---|
| errors.SDKError | 4XX, 5XX | */* |
start
Request the start of a validated fine tuning job.
Example Usage
import { Mistral } from "@mistralai/mistralai";
const mistral = new Mistral({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const result = await mistral.fineTuning.jobs.start({
jobId: "56553e4d-0679-471e-b9ac-59a77d671103",
});
console.log(result);
}
run();
Standalone function
The standalone function version of this method:
import { MistralCore } from "@mistralai/mistralai/core.js";
import { fineTuningJobsStart } from "@mistralai/mistralai/funcs/fineTuningJobsStart.js";
// Use `MistralCore` for best tree-shaking performance.
// You can create one instance of it to use across an application.
const mistral = new MistralCore({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const res = await fineTuningJobsStart(mistral, {
jobId: "56553e4d-0679-471e-b9ac-59a77d671103",
});
if (res.ok) {
const { value: result } = res;
console.log(result);
} else {
console.log("fineTuningJobsStart failed:", res.error);
}
}
run();
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
request |
operations.JobsApiRoutesFineTuningStartFineTuningJobRequest | ✔️ | The request object to use for the request. |
options |
RequestOptions | ➖ | Used to set various options for making HTTP requests. |
options.fetchOptions |
RequestInit | ➖ | Options that are passed to the underlying HTTP request. This can be used to inject extra headers for examples. All Request options, except method and body, are allowed. |
options.retries |
RetryConfig | ➖ | Enables retrying HTTP requests under certain failure conditions. |
Response
Promise<operations.JobsApiRoutesFineTuningStartFineTuningJobResponse>
Errors
| Error Type | Status Code | Content Type |
|---|---|---|
| errors.SDKError | 4XX, 5XX | */* |