Overview
About this model
Qwen3-Embedding-4B has the following features: Model Type: Text Embedding Supported Languages: 100+ Languages Number of Paramaters: 4B Context Length: 32k Embedding Dimension: Up to 2560, supports user-defined output dimensions ranging from 32 to 2560
Specifications
Model details
- Provider
- Alibaba
- Modality
- Embedding
- Pricing
- $0.12 / 1M
API
Call it in code
One OpenAI-compatible API. Swap the model id and you're done.
from openai import OpenAI
client = OpenAI(
base_url="https://api.ecohash.com/v1",
api_key="YOUR_API_KEY",
)
response = client.embeddings.create(
model="qwen3-embedding-4b",
input="Semantic search over your documents",
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