Ling Flash Base 2.0 by inclusionAI

 »  All LLMs  »  inclusionAI  »  Ling Flash Base 2.0   URL Share it on

Ling Flash Base 2.0 is an open-source language model by inclusionAI. Features: 106.2b LLM, VRAM: 212GB, Context: 32K, License: mit, LLM Explorer Score: 0.24.

  Arxiv:2507.17702   Bailing moe   Conversational   Custom code   Region:us   Safetensors   Sharded   Tensorflow

Ling Flash Base 2.0 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Ling Flash Base 2.0 Parameters and Internals

LLM NameLing Flash Base 2.0
Repository 🤗https://huggingface.co/inclusionAI/Ling-flash-base-2.0 
Base Model(s)  inclusionAI/Ling-flash-base-2.0   inclusionAI/Ling-flash-base-2.0
Model Size106.2b
Required VRAM212 GB
Updated2026-04-15
MaintainerinclusionAI
Model Typebailing_moe
Model Files  8.6 GB: 1-of-22   10.7 GB: 2-of-22   8.4 GB: 3-of-22   10.7 GB: 4-of-22   10.7 GB: 5-of-22   10.7 GB: 6-of-22   7.1 GB: 7-of-22   8.6 GB: 8-of-22   10.7 GB: 9-of-22   8.6 GB: 10-of-22   10.7 GB: 11-of-22   9.2 GB: 12-of-22   8.6 GB: 13-of-22   10.7 GB: 14-of-22   10.7 GB: 15-of-22   9.2 GB: 16-of-22   8.6 GB: 17-of-22   10.7 GB: 18-of-22   10.7 GB: 19-of-22   9.2 GB: 20-of-22   10.7 GB: 21-of-22   8.2 GB: 22-of-22
Model ArchitectureBailingMoeV2ForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.52.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size157184
Torch Data Typebfloat16

Rank the Ling Flash Base 2.0 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

What open-source LLMs or SLMs are you in search of? 52922 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a