from together import Together

client = Together()

preview = client.fine_tuning.preview(
    model="meta-llama/Meta-Llama-3.1-8B-Instruct-Reference",
    training_file="<FILE_ID>",
)
print(preview)

import Together from "together-ai";

const client = new Together();

const preview = await client.fineTuning.preview({
  model: "meta-llama/Meta-Llama-3.1-8B-Instruct-Reference",
  training_file: "<FILE_ID>",
});
console.log(preview);

import Together from "together-ai";

const client = new Together();

const preview = await client.fineTuning.preview({
  model: "meta-llama/Meta-Llama-3.1-8B-Instruct-Reference",
  training_file: "<FILE_ID>",
});
console.log(preview);

curl --request POST \
  --url https://api.together.ai/v1/fine-tunes/preview \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "model": "<string>",
  "training_file": "<string>",
  "training_method": "sft",
  "train_on_inputs": false,
  "top_k": 5
}
'

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.together.ai/v1/fine-tunes/preview",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'model' => '<string>',
    'training_file' => '<string>',
    'training_method' => 'sft',
    'train_on_inputs' => false,
    'top_k' => 5
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.together.ai/v1/fine-tunes/preview"

	payload := strings.NewReader("{\n  \"model\": \"<string>\",\n  \"training_file\": \"<string>\",\n  \"training_method\": \"sft\",\n  \"train_on_inputs\": false,\n  \"top_k\": 5\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.together.ai/v1/fine-tunes/preview")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"model\": \"<string>\",\n  \"training_file\": \"<string>\",\n  \"training_method\": \"sft\",\n  \"train_on_inputs\": false,\n  \"top_k\": 5\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.together.ai/v1/fine-tunes/preview")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"model\": \"<string>\",\n  \"training_file\": \"<string>\",\n  \"training_method\": \"sft\",\n  \"train_on_inputs\": false,\n  \"top_k\": 5\n}"

response = http.request(request)
puts response.read_body

{
  "model": "<string>",
  "dataset_format": "general",
  "max_seq_length": 123,
  "train_on_inputs": true,
  "rows": [
    {
      "input_ids": [
        123
      ],
      "tokens": [
        "<string>"
      ],
      "labels": [
        123
      ],
      "trained_spans": [
        [
          123
        ]
      ],
      "num_tokens": 123,
      "num_trained_tokens": 123,
      "truncated": true
    }
  ]
}

{
  "message": "<string>"
}

{
  "error": {
    "message": "<string>",
    "type": "<string>",
    "param": null,
    "code": null
  }
}

{
  "error": {
    "message": "<string>",
    "type": "<string>",
    "param": null,
    "code": null
  }
}

{
  "message": "<string>"
}

{
  "message": "<string>"
}

{
  "detail": "<string>"
}