HomeAnt Group unveils open-source Ling-2.6-flash, new addition to Baoling model family
Ant Group's Baoling large model series received a major update today, with Ling-2.6-flash now officially available to developers worldwide. To accommodate different hardware environments and lower the deployment barrier, this model also launched multiple precision versions including BF16, FP8, and INT4, offering developers more flexible inference options.
As an Instruct model with 104B total parameters and 7.4B activated parameters, Ling-2.6-flash was previously tested under the alias "Elephant Alpha" on the OpenRouter platform. Over a two-week trial, the development team gathered extensive real-world feedback and made targeted optimizations, notably enhancing the fluidity of Chinese-English code-switching and improving compatibility with mainstream programming frameworks.
Technical Highlights: Hybrid Architecture and Superior Efficiency
Ling-2.6-flash 's core strength lies in its unique architecture and high operational efficiency:
Hybrid Linear Architecture: Through low-level computational optimization, the model achieves excellent inference speed. With 4 H20 cards, it reaches up to 340 tokens/s. In Prefill throughput, it delivers 2.2x that of Nemotron-3-Super, significantly reducing response latency.
Remarkable Token Efficiency Ratio: The team meticulously calibrated token efficiency during training. Evaluation data shows that for tasks of equivalent quality, Ling-2.6-flash consumes only about 15M tokens—roughly one-tenth of comparable competitors—greatly lowering commercial costs.
Scenario Deepening: Targeted Agent Capability Enhancements
For agent scenarios—one of the most common use cases for large models—Ling-2.6-flash has been specifically enhanced. Whether handling complex tool calls, multi-step planning, or final task execution, the model performs reliably. In several industry-standard evaluations such as BFCL-V4 and SWE-bench, even when compared with models featuring larger activated parameter counts, Ling-2.6-flash maintains comparable or even state-of-the-art (SOTA) performance.
Developers can now access the model's open-source resources via Hugging Face and ModelScope (Moba Community), opening up further exploration of its potential across various industry applications.
Related article
Please provide the article title to rewrite as a question.
In today’s digital landscape, artificial intelligence is reshaping industries across the board, and blogging is no exception. Bloggers are constantly looking for ways to streamline their workflows, improve content quality, and strengthen their search
Conntour secures $7M from General Catalyst and YC for AI-powered security video search
The surveillance technology industry is currently under scrutiny, though not for the most favorable reasons. Controversies have flared as U.S. Immigration and Customs Enforcement reportedly accessed Flock’s camera network for surveillance, and home c
Apple's first AI hardware revealed: camera-equipped AirPods enter DVT stage
Apple's ambitions in AI hardware are becoming clearer. Well-known tech journalist Mark Gurman reports that the long-anticipated AirPods with built-in cameras have entered the critical final development stage: Design Verification Testing (DVT). This m
Related Special Topic Recommendations
Image editing
Best AI Noise Reduction Software: Remove Grain & Artifacts from Low-Light Night Photography
Discover the 2026 best AI noise reduction software for low-light night photography. Our top-rated, curated list compares free vs paid tools, featuring real-world tests and weekly updated rankings. Remove grain & artifacts effortlessly. Unlock your AI edge at XIX.AI.
10 tools
xix.ai
chatbot
Best Custom AI Girlfriend Generators: Design Unique Personalities, Hobbies, and Backstories
Discover the 2026 best custom AI girlfriend generators on XIX.AI. Explore our top-rated, curated list for designing unique personalities, hobbies, and deep backstories. Compare free vs paid options with real-world insights. Unlock your perfect creative companion today.
10 tools
xix.ai
Productivity
AI Architecture Designers: Build Scalable System Architectures Using Natural Language
Discover the 2026 best AI architecture design tools on XIX.AI. Our curated, top-rated list features powerful, game-changing solutions to build scalable system architectures using natural language. Compare free vs paid options with real-world insights. Unlock your AI edge and streamline development today.
10 tools
xix.ai
Comic Creation
AI Character Profile Creators: Generate Detailed Backstories & Visual Refs for Manga Leads
2026 Latest Best AI Character Profile Creators: Discover top-rated tools to generate detailed backstories and visual references for your manga leads. Our curated, weekly-updated list compares free vs paid options based on real-world tests. Find powerful, game-changing solutions to craft compelling characters and streamline your creative workflow. Explore the rankings on XIX.AI and unlock your perfect storytelling ally today.
10 tools
xix.ai
Health & Wellness
AI Pregnancy Copilots: Generate Safe Trimester-by-Trimester Workout & Nutrition Plans
Discover the 2026 best AI pregnancy copilots for safe, personalized trimester-by-trimester workout and nutrition plans. Get top-rated, curated recommendations with free vs paid comparisons and real-world insights. Unlock your healthiest pregnancy journey with XIX.AI's expert guide. Explore now.
10 tools
xix.ai
writing
Best Free AI Undetectable Writers: Turn Robotic Drafts into Natural, Human-Like Prose
Discover the 2026 best free undetectable AI writers at XIX.AI. Our top-rated, curated list helps you transform robotic drafts into natural, human-like prose. Compare free vs paid options with real-world tests and weekly updated rankings. Unlock your AI writing edge today.
10 tools
xix.ai
Comments (0)
0/500
Ant Group's Baoling large model series received a major update today, with
As an Instruct model with 104B total parameters and 7.4B activated parameters,
Technical Highlights: Hybrid Architecture and Superior Efficiency
Hybrid Linear Architecture: Through low-level computational optimization, the model achieves excellent inference speed. With 4 H20 cards, it reaches up to 340 tokens/s. In Prefill throughput, it delivers 2.2x that of Nemotron-3-Super, significantly reducing response latency.
Remarkable Token Efficiency Ratio: The team meticulously calibrated token efficiency during training. Evaluation data shows that for tasks of equivalent quality,
Scenario Deepening: Targeted Agent Capability Enhancements
For agent scenarios—one of the most common use cases for large models—
Developers can now access the model's open-source resources via Hugging Face and ModelScope (Moba Community), opening up further exploration of its potential across various industry applications.
Please provide the article title to rewrite as a question.
In today’s digital landscape, artificial intelligence is reshaping industries across the board, and blogging is no exception. Bloggers are constantly looking for ways to streamline their workflows, improve content quality, and strengthen their search
Conntour secures $7M from General Catalyst and YC for AI-powered security video search
The surveillance technology industry is currently under scrutiny, though not for the most favorable reasons. Controversies have flared as U.S. Immigration and Customs Enforcement reportedly accessed Flock’s camera network for surveillance, and home c
Apple's first AI hardware revealed: camera-equipped AirPods enter DVT stage
Apple's ambitions in AI hardware are becoming clearer. Well-known tech journalist Mark Gurman reports that the long-anticipated AirPods with built-in cameras have entered the critical final development stage: Design Verification Testing (DVT). This m
Discover the 2026 best AI noise reduction software for low-light night photography. Our top-rated, curated list compares free vs paid tools, featuring real-world tests and weekly updated rankings. Remove grain & artifacts effortlessly. Unlock your AI edge at XIX.AI.
10 tools
xix.ai
Discover the 2026 best custom AI girlfriend generators on XIX.AI. Explore our top-rated, curated list for designing unique personalities, hobbies, and deep backstories. Compare free vs paid options with real-world insights. Unlock your perfect creative companion today.
10 tools
xix.ai
Discover the 2026 best AI architecture design tools on XIX.AI. Our curated, top-rated list features powerful, game-changing solutions to build scalable system architectures using natural language. Compare free vs paid options with real-world insights. Unlock your AI edge and streamline development today.
10 tools
xix.ai
2026 Latest Best AI Character Profile Creators: Discover top-rated tools to generate detailed backstories and visual references for your manga leads. Our curated, weekly-updated list compares free vs paid options based on real-world tests. Find powerful, game-changing solutions to craft compelling characters and streamline your creative workflow. Explore the rankings on XIX.AI and unlock your perfect storytelling ally today.
10 tools
xix.ai
Discover the 2026 best AI pregnancy copilots for safe, personalized trimester-by-trimester workout and nutrition plans. Get top-rated, curated recommendations with free vs paid comparisons and real-world insights. Unlock your healthiest pregnancy journey with XIX.AI's expert guide. Explore now.
10 tools
xix.ai
Discover the 2026 best free undetectable AI writers at XIX.AI. Our top-rated, curated list helps you transform robotic drafts into natural, human-like prose. Compare free vs paid options with real-world tests and weekly updated rankings. Unlock your AI writing edge today.
10 tools
xix.ai
