Trendyol Asure 12B

Trendyol
trendyol/asure-12bOpen Weights

Turkish-language multimodal instruct model built on Gemma 3 12B for e-commerce text, chat, and image-text tasks

Benchmark Pricing$0.10 / 1M in$0.50 / 1M out$0.03 cache read
Context: 131,072 tokens•Max Output: 4,096 tokens•Released: 2026-02-19

TECHNICAL SPECIFICATIONS

Context Window131,072131.1K tokens
Max Output4,0964.1K tokens
LicenseGemmaSelf-hostable
Input Modalities
TextVision
Function / Tool CallingNot Supported
Structured OutputsPrompt Based

MODEL CONTEXT PROTOCOL (MCP) READINESS

⚠ Trendyol Asure 12B does not natively advertise tool-calling capabilities. When connecting to MCP servers, function calling must be handled via structured prompt injection.

MCP Context Window Recommendations

With a context capacity of 131,072 tokens, this model can handle moderately large MCP tool definitions and multi-turn conversation logs comfortably.

API CALL INVOCATION EXAMPLE

// Example: Calling Trendyol Asure 12B via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.TRENDYOL_API_KEY,
});

const response = await client.chat.completions.create({
  model: "trendyol/asure-12b",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);

PRICING BY PROVIDER

1 providers
LLMTRtrendyol-asure-12b
$0.10 / $0.50$0.03 cache

Rates in USD per 1M tokens. Rates synchronized from models.dev public catalog.

Prompt Caching Active

This model supports prompt caching at $0.03 / 1M tokens, saving up to 75% on repetitive MCP tool definitions and system instructions.

MODEL RESOURCES

View Trendyol HubHugging Face Weights