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TinyEnsemble 3x1.1B TinyMoE by JoPmt

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78health/tinyllama 1.1b-functi...   Autotrain compatible Base model:cognitivecomputatio... Base model:daertml/tinygauss-1... Base model:merge:cognitivecomp... Base model:merge:daertml/tinyg... Cognitivecomputations/tinydolp...   Daertml/tinygauss-1.1b   Endpoints compatible   Frankenmoe   Lazymergekit   Merge   Mergekit   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/JoPmt/TinyEnsemble-3x1.1B-TinyMoE 

TinyEnsemble 3x1.1B TinyMoE Benchmarks

LLME Score: 0.19549
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyEnsemble 3x1.1B TinyMoE (JoPmt/TinyEnsemble-3x1.1B-TinyMoE)

TinyEnsemble 3x1.1B TinyMoE Parameters and Internals

Model Type 
Mixture of Experts (MoE)
Additional Notes 
The model is built using LazyMergekit technology, combining three different models. It employs positive prompts for routing inputs to the appropriate expert model within the ensemble.
LLM NameTinyEnsemble 3x1.1B TinyMoE
Repository 🤗https://huggingface.co/JoPmt/TinyEnsemble-3x1.1B-TinyMoE 
Base Model(s)  cognitivecomputations/TinyDolphin-2.8-1.1b   78health/TinyLlama_1.1B-function-calling   DaertML/TinyGauss-1.1B   cognitivecomputations/TinyDolphin-2.8-1.1b   78health/TinyLlama_1.1B-function-calling   DaertML/TinyGauss-1.1B
Model Size2.6b
Required VRAM5.3 GB
Updated2025-02-22
MaintainerJoPmt
Model Typemixtral
Model Files  1.0 GB: 1-of-6   1.0 GB: 2-of-6   1.0 GB: 3-of-6   1.0 GB: 4-of-6   1.0 GB: 5-of-6   0.3 GB: 6-of-6
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32002
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than JoPmt/TinyEnsemble-3x1.1B-TinyMoE.

Rank the TinyEnsemble 3x1.1B TinyMoE Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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