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MoE LLaVA StableLM 1.6B 4e by LanguageBind

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MoE LLaVA StableLM 1.6B 4e is an open-source language model by LanguageBind. Features: 3.2b LLM, VRAM: 6.4GB, Context: 4K, License: apache-2.0, MoE, LLM Explorer Score: 0.12.

  Arxiv:2311.10122   Arxiv:2401.15947   Custom code   Endpoints compatible   Moe   Moe llava stablelm   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LanguageBind/MoE-LLaVA-StableLM-1.6B-4e 

MoE LLaVA StableLM 1.6B 4e Benchmarks

LLME Score: 0.11621
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MoE LLaVA StableLM 1.6B 4e (LanguageBind/MoE-LLaVA-StableLM-1.6B-4e)
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MoE LLaVA StableLM 1.6B 4e Parameters and Internals

Model Type 
vision-language, multimodal
Additional Notes 
MoE-LLaVA shows excellent performance in multi-modal learning with fewer parameters.
Training Details 
Methodology:
A simple MoE tuning stage was added.
Training Time:
2 days
Hardware Used:
8 V100 GPUs
LLM NameMoE LLaVA StableLM 1.6B 4e
Repository 🤗https://huggingface.co/LanguageBind/MoE-LLaVA-StableLM-1.6B-4e 
Model Size3.2b
Required VRAM6.4 GB
Updated2026-04-20
MaintainerLanguageBind
Model Typemoe_llava_stablelm
Model Files  5.0 GB: 1-of-2   1.4 GB: 2-of-2
Model ArchitectureMoELLaVAStablelmForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassArcade100kTokenizer
Padding Token<|reg0|>
Vocabulary Size100352
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to MoE LLaVA StableLM 1.6B 4e

Best Alternatives
Context / RAM
Downloads
Likes
DynMoE StableLM 1.6B4K / 6.4 GB262
Note: green Score (e.g. "73.2") means that the model is better than LanguageBind/MoE-LLaVA-StableLM-1.6B-4e.

Rank the MoE LLaVA StableLM 1.6B 4e Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Text Summarization and Feature Extraction  
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