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Ling 3.0 Flash Fin Fp4 by inclusionAI

By inclusionAI · 42 downloads
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Ling 3.0 Flash Fin Fp4 is an open-source language model by inclusionAI. Features: 65.6b LLM, VRAM: 52.4GB, Context: 256K, License: mit.

  8-bit   Agents   Bailing hybrid Base model:inclusionai/ling-3.... Base model:quantized:inclusion...   Conversational   Custom code   Finance   Financial-research   Fp8   Long-context   Mixture-of-experts   Region:us   Safetensors   Sharded   Tensorflow   Tool-use
Model Card on HF 🤗: https://huggingface.co/inclusionAI/Ling-3.0-flash-Fin-fp4 

Ling 3.0 Flash Fin Fp4 Parameters and Internals

LLM NameLing 3.0 Flash Fin Fp4
Repository 🤗https://huggingface.co/inclusionAI/Ling-3.0-flash-Fin-fp4 
Base Model(s)  inclusionAI/Ling-3.0-flash   inclusionAI/Ling-3.0-flash
Model Size65.6b
Required VRAM52.4 GB
Updated2026-09-14
MaintainerinclusionAI
Model Typebailing_hybrid
Model Files  1.8 GB: 0-of-64   0.6 GB: 1-of-64   0.6 GB: 2-of-64   0.6 GB: 3-of-64   0.6 GB: 4-of-64   0.6 GB: 5-of-64   0.6 GB: 6-of-64   0.6 GB: 7-of-64   1.6 GB: 8-of-64   1.2 GB: 9-of-64   1.2 GB: 10-of-64   1.2 GB: 11-of-64   1.2 GB: 12-of-64   1.2 GB: 13-of-64   1.2 GB: 14-of-64   1.2 GB: 15-of-64   1.6 GB: 16-of-64   1.2 GB: 17-of-64   1.2 GB: 18-of-64   1.2 GB: 19-of-64   1.2 GB: 20-of-64   1.2 GB: 21-of-64   1.2 GB: 22-of-64   1.2 GB: 23-of-64   1.6 GB: 24-of-64   1.2 GB: 25-of-64   1.2 GB: 26-of-64   1.2 GB: 27-of-64   1.2 GB: 28-of-64   1.2 GB: 29-of-64   1.2 GB: 30-of-64   1.2 GB: 31-of-64   1.6 GB: 32-of-64   1.2 GB: 33-of-64   1.2 GB: 34-of-64   1.2 GB: 35-of-64   1.2 GB: 36-of-64   1.2 GB: 37-of-64   1.2 GB: 38-of-64   1.2 GB: 39-of-64   1.6 GB: 40-of-64   1.2 GB: 41-of-64   1.2 GB: 42-of-64   1.2 GB: 43-of-64   1.2 GB: 44-of-64
Model ArchitectureBailingMoeV3ForCausalLM
Licensemit
Context Length262144
Model Max Length262144
Transformers Version4.45.0
Vocabulary Size157184
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than inclusionAI/Ling-3.0-flash-Fin-fp4.