์ฟ ํ‚ค๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. ์ฟ ํ‚ค์™€ ๋ธŒ๋ผ์šฐ์ € ์ €์žฅ์†Œ๋Š” ๋กœ๊ทธ์ธ ์ƒํƒœ๋ฅผ ์œ ์ง€ํ•˜๊ณ  ํ™˜๊ฒฝ์„ค์ •์„ ๊ธฐ์–ตํ•ฉ๋‹ˆ๋‹ค. ๋™์˜ํ•˜์‹œ๋ฉด ์‚ฌ์ดํŠธ ์ด์šฉ ๋ฐฉ์‹๋„ ์ธก์ •ํ•ฉ๋‹ˆ๋‹ค. ์–ธ์ œ๋“ ์ง€ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ž์„ธํ•œ ๋‚ด์šฉ์€ ์ฟ ํ‚ค ์ •์ฑ…์„ ์ฐธ๊ณ ํ•˜์„ธ์š”.

Mistral: Codestral 2508 (batch)

mistralai/codestral-2508:batch
ํ…์ŠคํŠธ์ž…๋ ฅ: text ยท file๋„๊ตฌ256K2025. 8. 1. ์ถ”๊ฐ€๋จ

์ง€๊ธˆ Mistral: Codestral 2508 (batch) ์‚ฌ์šฉํ•ด ๋ณด๊ธฐ

์œ„ ๊ฐ€๊ฒฉ์œผ๋กœ ์ž”์•ก์—์„œ ์ฐจ๊ฐ๋ฉ๋‹ˆ๋‹ค. ์ƒˆ ๊ณ„์ •์€ ๋ฌด๋ฃŒ ์‚ฌ์šฉ๋Ÿ‰์œผ๋กœ ์‹œ์ž‘ํ•ฉ๋‹ˆ๋‹ค.

ํ•˜๋‚˜์˜ API. ๋ชจ๋“  ๋ชจ๋ธ.

์˜ค๋Š˜ ๋ฌด๋ฃŒ ๋ฉ”์‹œ์ง€ 5๊ฐœ ์ค‘ 5๊ฐœ ๋‚จ์Œ, ๋ฌด๋ฃŒ ๊ณ„์ •์„ ๋งŒ๋“ค๋ฉด ๋ฌด๋ฃŒ ์‚ฌ์šฉ๋Ÿ‰๊ณผ API ํ‚ค๊ฐ€ ์ถ”๊ฐ€๋ฉ๋‹ˆ๋‹ค.๋ฌด๋ฃŒ ๊ณ„์ • ๋งŒ๋“ค๊ธฐ๋กœ๊ทธ์ธ

์„ธ์…˜ ๋น„์šฉ US$0.00

Mistral: Codestral 2508 (batch) ํ•œ๋ˆˆ์— ๋ณด๊ธฐ

  • ์ž…๋ ฅ ๊ฐ€๊ฒฉ์ด ํ…์ŠคํŠธ ๋ชจ๋ธ 434๊ฐœ์˜ ์ค‘์•™๊ฐ’๋ณด๋‹ค 67% ๋‚ฎ์Šต๋‹ˆ๋‹ค.
  • 256,000 ํ† ํฐ์˜ ์ปจํ…์ŠคํŠธ ์œˆ๋„์šฐ, ๊ธด ๋ฌธ์„œ์™€ ๋ฉ€ํ‹ฐํ„ด ๋Œ€ํ™”์— ์ถฉ๋ถ„ํ•ฉ๋‹ˆ๋‹ค.
  • ์—์ด์ „ํŠธ์™€ ํ†ตํ•ฉ์„ ์œ„ํ•œ ๋„๊ตฌ(ํ•จ์ˆ˜) ํ˜ธ์ถœ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
  • ์Šคํ‚ค๋งˆ ๊ธฐ๋ฐ˜ ๊ตฌ์กฐํ™”๋œ JSON ์ถœ๋ ฅ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
  • ์ผ๋ฐ˜์ ์ธ ์š”์ฒญ(์ž…๋ ฅ 1,000 / ์ถœ๋ ฅ 500 ํ† ํฐ)์˜ ๋น„์šฉ์€ ์•ฝ US$0.00131์ž…๋‹ˆ๋‹ค.

Mistral: Codestral 2508 (batch) ์†Œ๊ฐœ

Mistral: Codestral 2508 (batch)๋Š” Mistral์˜ ํ…์ŠคํŠธ ๋ชจ๋ธ๋กœ, ์ œ๊ณต์—…์ฒด๊ฐ€ 2025๋…„ 8์›” 1์ผ์— ์ถœ์‹œํ–ˆ์Šต๋‹ˆ๋‹ค. ์ด๋Š” Mistral์˜ ์ฝ”๋”ฉ์šฉ ์–ธ์–ด ๋ชจ๋ธ์ด๋ฉฐ, ์ผ๋ฐ˜ ๋Œ€ํ™”๋ณด๋‹ค๋Š” ์ €์ง€์—ฐ, ๊ณ ๋นˆ๋„ ์ž‘์—…์„ ์ค‘์‹ฌ์œผ๋กœ ๋งŒ๋“ค์–ด์กŒ์Šต๋‹ˆ๋‹ค. api14์—์„œ๋Š” ํ…์ŠคํŠธ ์นดํ…Œ๊ณ ๋ฆฌ์— ๋“ฑ๋ก๋˜์–ด ์žˆ์œผ๋ฉฐ, ํ˜ธ์ถœํ•˜๋Š” ๋ชจ๋ธ id๋Š” mistralai/codestral-2508:batch์ž…๋‹ˆ๋‹ค.

์ด ๋ชจ๋ธ์€ ํ…์ŠคํŠธ์™€ ํŒŒ์ผ ์ž…๋ ฅ์„ ๋ฐ›๊ณ  ํ…์ŠคํŠธ๋ฅผ ๋ฐ˜ํ™˜ํ•ฉ๋‹ˆ๋‹ค. ์ปจํ…์ŠคํŠธ ์œˆ๋„์šฐ๋Š” 256,000 ํ† ํฐ์ด๊ณ , ์ตœ๋Œ€ ์ถœ๋ ฅ์€ 204,800 ํ† ํฐ์ž…๋‹ˆ๋‹ค. ์ง€์‹ ์ปท์˜คํ”„๋Š” 2025๋…„ 3์›” 31์ผ์ž…๋‹ˆ๋‹ค. Mistral์€ ์ด ๋ชจ๋ธ์˜ ์ดˆ์ ์„ fill-in-the-middle (FIM), ์ฝ”๋“œ ๊ต์ •, ํ…Œ์ŠคํŠธ ์ƒ์„ฑ์ด๋ผ๊ณ  ์„ค๋ช…ํ•˜๋ฏ€๋กœ, ์ฝ”๋“œ๋ฅผ ์ธ๋ผ์ธ์œผ๋กœ ๋ถ™์—ฌ๋„ฃ๋Š” ๋Œ€์‹  ์ง์ ‘ ์ œ๊ณตํ•œ ์†Œ์Šค๋ฅผ ๋Œ€์ƒ์œผ๋กœ ๋ชจ๋ธ์ด ์ž‘์—…ํ•˜๊ฒŒ ํ•˜๋ ค๋Š” ๊ฒฝ์šฐ ํŒŒ์ผ ์ž…๋ ฅ์ด ์œ ์šฉํ•ฉ๋‹ˆ๋‹ค.

์ด๋Ÿฌํ•œ ๊ธฐ๋Šฅ์€ ์ƒ๋‹นํžˆ ํŠน์ •ํ•œ ์ž‘์—…๊ตฐ์„ ๊ฐ€๋ฆฌํ‚ต๋‹ˆ๋‹ค. Fill-in-the-middle์€ ํ•จ์ˆ˜๋‚˜ ๋ธ”๋ก ์ค‘๊ฐ„์—์„œ ์ฝ”๋“œ๋ฅผ ์™„์„ฑํ•˜๋Š” ํŽธ์ง‘๊ธฐ ํ†ตํ•ฉ์— ์ž˜ ๋งž์Šต๋‹ˆ๋‹ค. ์ฝ”๋“œ ๊ต์ •์€ ๋ฆฐํŒ…, ๋ฆฌ๋ทฐ ์ง€์›, ๋˜๋Š” ๋ฐฐํฌ ์ „์— ๋ชจ๋ธ์ด ์ƒ์„ฑํ•œ ์ฝ”๋“œ๋ฅผ ์ˆ˜์ •ํ•˜๋Š” ๋ฐ ์ ํ•ฉํ•ฉ๋‹ˆ๋‹ค. ํ…Œ์ŠคํŠธ ์ƒ์„ฑ์€ ๊ตฌํ˜„๊ณผ ํ•จ๊ป˜ ๋‹จ์œ„ ํ…Œ์ŠคํŠธ๋ฅผ ์ž‘์„ฑํ•ด์•ผ ํ•˜๋Š” ํŒŒ์ดํ”„๋ผ์ธ์— ๋งž์Šต๋‹ˆ๋‹ค. ์ปจํ…์ŠคํŠธ ์œˆ๋„์šฐ๊ฐ€ ํฌ๊ธฐ ๋•Œ๋ฌธ์— ํ”„๋กฌํ”„ํŠธ์™€ ํ•จ๊ป˜ ์ „์ฒด ํŒŒ์ผ์ด๋‚˜ ์ƒ๋‹นํ•œ ๊ทœ๋ชจ์˜ ์ €์žฅ์†Œ๋ฅผ ์ „๋‹ฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด ๋ชจ๋“  ๊ฒƒ์€ ๊ฐœ๋ฐฉํ˜• ์ฑ„ํŒ…์ด ์•„๋‹ˆ๋ผ ๋ฐฐ์น˜ ์ง€ํ–ฅ ์ฝ”๋”ฉ ์ž‘์—…์ž…๋‹ˆ๋‹ค.

ํ˜ธ์ถœํ•˜๋ ค๋ฉด api14์˜ OpenAI ํ˜ธํ™˜ API์— ๋Œ€ํ•ด ๋ชจ๋ธ id mistralai/codestral-2508:batch๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”. ์ฆ‰, ๊ธฐ์กด OpenAI SDK ์„ค์ •์ด base URL๊ณผ ํ‚ค๋งŒ ๋ฐ”๊พธ๋ฉด ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค. ์ด ๋ชจ๋ธ์€ frequency_penalty, max_tokens, prediction, presence_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_p๋ฅผ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. tools์™€ tool_choice๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด ํ•จ์ˆ˜ ํ˜ธ์ถœ์— ์—ฐ๊ฒฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. response_format๊ณผ structured_outputs๋Š” ๋‹ค์šด์ŠคํŠธ๋ฆผ ์ฝ”๋“œ์— ๊ณ ์ •๋œ ํ˜•ํƒœ๊ฐ€ ํ•„์š”ํ•  ๋•Œ ๋„์›€์ด ๋ฉ๋‹ˆ๋‹ค. seed๋Š” ์‹คํ–‰์„ ๋ฐ˜๋ณต ๊ฐ€๋Šฅํ•˜๊ฒŒ ๋งŒ๋“ญ๋‹ˆ๋‹ค. prediction์€ ์ถ”์ธก์„ฑ ๋””์ฝ”๋”ฉ ์Šคํƒ€์ผ ์›Œํฌํ”Œ๋กœ์— ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. api14๋Š” ์ด ๋ชจ๋ธ์— ๋Œ€ํ•ด ์ด๋ฏธ์ง€ ๋˜๋Š” ์˜ค๋””์˜ค ์ž…๋ ฅ์„ ๋‚˜์—ดํ•˜์ง€ ์•Š์œผ๋ฉฐ, ์ถœ๋ ฅ์€ ํ…์ŠคํŠธ ์ „์šฉ์ž…๋‹ˆ๋‹ค. ์ž‘์—…์ด ์ฝ”๋“œ๊ฐ€ ์•„๋‹ˆ๋ผ ์ผ๋ฐ˜ ์‚ฐ๋ฌธ, ์ด๋ฏธ์ง€ ์ดํ•ด, ๋˜๋Š” ์Œ์„ฑ์ด๋ผ๋ฉด ์นดํƒˆ๋กœ๊ทธ์˜ ๋‹ค๋ฅธ ๋ชจ๋ธ์ด ๋” ๋‚˜์€ ์„ ํƒ์ผ ๊ฐ€๋Šฅ์„ฑ์ด ํฝ๋‹ˆ๋‹ค.

Mistral: Codestral 2508 (batch) API ํ˜ธ์ถœ ๋ฐฉ๋ฒ•

  1. ๋Œ€์‹œ๋ณด๋“œ์—์„œ API ํ‚ค๋ฅผ ๋งŒ๋“œ์„ธ์š”.
  2. ์‚ฌ์šฉํ•˜๋Š” ์–ธ์–ด์˜ ๊ณต์‹ openai SDK๋ฅผ ์„ค์น˜ํ•˜์„ธ์š”.
  3. baseURL์„ https://api14.com/api/v1๋กœ, model์„ "mistralai/codestral-2508:batch"๋กœ ์„ค์ •ํ•˜์„ธ์š”.
import OpenAI from "openai";

const client = new OpenAI({
  baseURL: "https://api14.com/api/v1",
  apiKey: process.env.API14_API_KEY,
});

const result = await client.chat.completions.create({
  "model": "mistralai/codestral-2508:batch",
  "messages": [
    {
      "role": "user",
      "content": "Explain vector databases in two sentences."
    }
  ]
});
console.log(result.choices[0].message.content);

์ง€์› ํŒŒ๋ผ๋ฏธํ„ฐ

frequency_penaltymax_tokenspredictionpresence_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_p

์‚ฌ์–‘

์ปจํ…์ŠคํŠธ ๊ธธ์ด
256,000
์ตœ๋Œ€ ์ถœ๋ ฅ
204,800
์ž…๋ ฅ
text, file
์ถœ๋ ฅ
text
์ง€์‹ ๊ธฐ์ค€์ผ
2025-03-31

api14 ์š”์ฒญ ์ˆ˜ ยท ์ตœ๊ทผ 7์ผ

10-1710-1810-1910-2010-2110-2210-23

Mistral: Codestral 2508 (batch): ์ž์ฃผ ๋ฌป๋Š” ์งˆ๋ฌธ

Mistral: Codestral 2508 (batch) API ๋น„์šฉ์€ ์–ผ๋งˆ์ธ๊ฐ€์š”?
Mistral: Codestral 2508 (batch)์˜ ๊ฐ€๊ฒฉ์€ ์ž…๋ ฅ US$0.52 / 100๋งŒ ํ† ํฐ์ž…๋‹ˆ๋‹ค. ์„ฑ๊ณตํ•œ ์š”์ฒญ์— ๋Œ€ํ•ด์„œ๋งŒ USD ์ž”์•ก์—์„œ ์ฐจ๊ฐ๋˜๋ฉฐ, ์‹คํŒจํ•œ ์š”์ฒญ์€ ๋ฌด๋ฃŒ์ž…๋‹ˆ๋‹ค.
Mistral: Codestral 2508 (batch)์˜ ์ปจํ…์ŠคํŠธ ์œˆ๋„์šฐ๋Š” ์–ผ๋งˆ์ธ๊ฐ€์š”?
Mistral: Codestral 2508 (batch)๋Š”(์€) ์š”์ฒญ๋‹น ์ตœ๋Œ€ 256,000 ํ† ํฐ์„ ์ฝ์Šต๋‹ˆ๋‹ค, ํ”„๋กฌํ”„ํŠธ, ๋Œ€ํ™” ๊ธฐ๋ก, ๋ฌธ์„œ๋ฅผ ๋ชจ๋‘ ํ•ฉ์นœ ์–‘์ž…๋‹ˆ๋‹ค. ์‘๋‹ต๋‹น ์ตœ๋Œ€ 204,800๊ฐœ์˜ ์ถœ๋ ฅ ํ† ํฐ์„ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค.
Mistral: Codestral 2508 (batch)๋Š”(์€) ๋ฌด์—‡์„ ํ•  ์ˆ˜ ์žˆ๋‚˜์š”?
Mistral: Codestral 2508 (batch)๋Š”(์€) text, file ์ž…๋ ฅ์„ ๋ฐ›์•„ text ์ถœ๋ ฅ์„ ๋ฐ˜ํ™˜ํ•ฉ๋‹ˆ๋‹ค. ์ง€์› ๊ธฐ๋Šฅ: ๋„๊ตฌ ํ˜ธ์ถœ, ๊ตฌ์กฐํ™”๋œ JSON ์ถœ๋ ฅ.
์ฝ”๋“œ์—์„œ Mistral: Codestral 2508 (batch)๋ฅผ(์„) ์–ด๋–ป๊ฒŒ ํ˜ธ์ถœํ•˜๋‚˜์š”?
์–ด๋–ค OpenAI SDK๋“  base URL์„ https://api14.com/api/v1๋กœ ์ง€์ •ํ•˜๊ณ  model์„ "mistralai/codestral-2508:batch"๋กœ ์„ค์ •ํ•˜์„ธ์š”, ๋‹ค๋ฅธ ์ฝ”๋“œ ๋ณ€๊ฒฝ์€ ํ•„์š” ์—†์Šต๋‹ˆ๋‹ค. ์ด ํŽ˜์ด์ง€์˜ ์ฝ”๋“œ ํŒจ๋„์—์„œ ๋ฐ”๋กœ ์“ธ ์ˆ˜ ์žˆ๋Š” ์˜ˆ์ œ๋ฅผ ๋ณต์‚ฌํ•˜์„ธ์š”.
Mistral: Codestral 2508 (batch)์˜ ๋Œ€์•ˆ์€ ๋ฌด์—‡์ธ๊ฐ€์š”?
๋น„์Šทํ•œ ๊ฐ€๊ฒฉ๋Œ€์˜ ํ…์ŠคํŠธ ๋ชจ๋ธ: Google: Gemma 4 31B, Anthropic: Claude Haiku 5.5, OpenAI: GPT-6 Luna Pro. ๋ชจ๋‘ ๊ฐ™์€ API ํ‚ค๋กœ ์‹คํ–‰๋˜๋ฏ€๋กœ ๋ฌธ์ž์—ด ํ•˜๋‚˜๋งŒ ๋ฐ”๊พธ๋ฉด ์ „ํ™˜๋ฉ๋‹ˆ๋‹ค.

Mistral: Codestral 2508 (batch) ์ปค๋ฎค๋‹ˆํ‹ฐ

์ƒˆ ํ† ํ”ฝ

์ด ์ปค๋ฎค๋‹ˆํ‹ฐ์—๋Š” ์•„์ง ํ† ํ”ฝ์ด ์—†์Šต๋‹ˆ๋‹ค. Mistral: Codestral 2508 (batch)์— ๋Œ€ํ•œ ์ฒซ ํ† ํ”ฝ์„ ์—ด์–ด ๋ณด์„ธ์š”.