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Ring Mini Linear 2.0 GPTQ Int4 by inclusionAI

By inclusionAI · 20 downloads

Ring Mini Linear 2.0 GPTQ Int4 is an open-source language model by inclusionAI. Features: 2.8b LLM, VRAM: 9.6GB, Context: 128K, License: mit, MoE, Quantized, LLM Explorer Score: 0.2.

  Arxiv:2510.19338   Bailing moe linear Base model:inclusionai/ring-mi... Base model:quantized:inclusion...   Compressed-tensors   Conversational   Custom code   En   Gptq   Moe   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Ring Mini Linear 2.0 GPTQ Int4 Parameters and Internals

LLM NameRing Mini Linear 2.0 GPTQ Int4
Repository πŸ€—https://huggingface.co/inclusionAI/Ring-mini-linear-2.0-GPTQ-int4 
Base Model(s)  inclusionAI/Ring-mini-linear-2.0   inclusionAI/Ring-mini-linear-2.0
Model Size2.8b
Required VRAM9.6 GB
Updated2026-08-08
MaintainerinclusionAI
Model Typebailing_moe_linear
Model Files  5.0 GB: 1-of-2   4.6 GB: 2-of-2
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureBailingMoeLinearV2ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.56.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size157184