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L3.1 MoE 4x8B V0.2 by moeru-ai

 »  All LLMs  »  moeru-ai  »  L3.1 MoE 4x8B V0.2   URL Share it on

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  Autotrain compatible Base model:3rd-degree-burn/lla... Base model:arliai/llama-3.1-8b... Base model:joseph717171/llama-... Base model:merge:3rd-degree-bu... Base model:merge:arliai/llama-... Base model:merge:joseph717171/... Base model:merge:rombodawg/rom... Base model:rombodawg/rombos re...   Codegen   Conversational   Endpoints compatible   Frankenmoe   Instruct   Merge   Mergekit   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/moeru-ai/L3.1-Moe-4x8B-v0.2 

L3.1 MoE 4x8B V0.2 Benchmarks

MMLU Pro: 19.58
GPQA: 2.24
MUSR: 2.29
BBH: 21.34
IFEval: 54.07 vs 88 (so35)-38.6%
MATH Lvl 5: 5.29
LLME Score: 0.29539
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
L3.1 MoE 4x8B V0.2 (moeru-ai/L3.1-Moe-4x8B-v0.2)

L3.1 MoE 4x8B V0.2 Parameters and Internals

LLM NameL3.1 MoE 4x8B V0.2
Repository 🤗https://huggingface.co/moeru-ai/L3.1-Moe-4x8B-v0.2 
Base Model(s)  Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base   ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2   ...plete Coder Instruct 8B Merged   3rd-Degree-Burn/Llama-3.1-8B-Squareroot-v0   Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base   ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2   rombodawg/rombos_Replete-Coder-Instruct-8b-Merged   3rd-Degree-Burn/Llama-3.1-8B-Squareroot-v0
Model Size24.9b
Required VRAM50.1 GB
Updated2024-12-22
Maintainermoeru-ai
Model Typemixtral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-11   5.0 GB: 2-of-11   4.9 GB: 3-of-11   5.0 GB: 4-of-11   5.0 GB: 5-of-11   4.9 GB: 6-of-11   5.0 GB: 7-of-11   5.0 GB: 8-of-11   4.9 GB: 9-of-11   4.4 GB: 10-of-11   1.1 GB: 11-of-11
Generates CodeYes
Model ArchitectureMixtralForCausalLM
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.45.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|begin_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

Rank the L3.1 MoE 4x8B V0.2 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  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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