Ling 3.0 Flash Fin

Hugging FaceQuality: 45/100Unverified
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✗ Vision✗ Reasoning✗ Tool Use✓ Streaming✓ System Messages

Overview

Ling 3.0 Flash Fin is a efficient model from Hugging Face with a 0 context window. Priced at $0.000060/1K input, $0.000180/1K output.

ANT Routing Intelligence

Limited routing data available for Ling 3.0 Flash Fin. Intelligence insights will appear as more requests are routed through ANT.

Quick Start

from openai import OpenAI

client = OpenAI(
    base_url="https://api.antbase.ai/v1",
    api_key="YOUR_ANT_API_KEY",
)

response = client.chat.completions.create(
    model="huggingface/inclusionAI/Ling-3.0-flash-Fin",
    messages=[{"role": "user", "content": "Hello!"}]
)
print(response.choices[0].message.content)

Technical Specs

Context Window0
Max Output4K
Input Price$0.000060/1K
Output Price$0.000180/1K
Quality Score45/100
ProviderHugging Face
Model IDhuggingface/inclusionAI/Ling-3.0-flash-Fin