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ukisai

Swift Flash Next

#12 in Reasoning Models

Ukisai · flash · since 21. September 2026 · 4× · last seen Sep 26, 2026

39
Momentum

Swift Flash Next (Swift 1.5 Qwen3.8-Flash-Next) is a reasoning-efficient derivative of Qwen3.8-Flash-Next (MoE, 6B active parameters) developed by UkisAI. Its post-training targets shorter thinking traces along with improved coding, agentic and long-horizon task performance, while keeping accuracy close to the base model. It is available via an OpenAI-compatible API as well as BF16 weights and several quantized variants (GGUF, AWQ, NVFP4, AutoRound).

Momentum trend
28.06.26.09.

Features

Key Benchmark (%)GPQA-Diamond: 89.6% at xhigh reasoning effort (trails base model by only 0.20 percentage points, with 63.4% fewer thinking tokens)
Context Window (Tokens)262,144 tokens
LicenseSwift Open License v1.0 (UkisAI contribution); base model under Qwen Community License 1.0. Free commercial use up to US$1,000,000 annual revenue, above that a Swift Enterprise License is required
MultimodalityImage-Text-to-Text (image and text input to text output); separate BF16 vision projector (0.91 GB) available
PlatformOpenAI-compatible API (ukisai.com/api/flash-next/v1), plus BF16 weights and GGUF/AWQ/NVFP4/AutoRound quantizations via Hugging Face
Price per 1M TokensNo commercial list price found; API currently free for research purposes, no API key required
Release DateSeptember 21, 2026

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