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Llama3merge7 15B MoE by allknowingroger

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  Autotrain compatible Base model:cognitivecomputatio... Base model:kukedlc/neuralllami... Base model:merge:cognitivecomp... Base model:merge:kukedlc/neura... Cognitivecomputations/dolphin-...   Conversational   Endpoints compatible   Frankenmoe Kukedlc/neuralllamita-3-8b-v0....   Lazymergekit   Merge   Mergekit   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allknowingroger/Llama3merge7-15B-MoE 

Llama3merge7 15B MoE Benchmarks

ARC: 61.6 vs 96.7 (so35)-36.3%
HellaSwag: 82.86 vs 95.3 (gpt4)-13.1%
MMLU: 64.5 vs 88.3 (so35)-27%
TruthfulQA: 55.3 vs 59 (gpt4)-6.3%
WinoGrande: 77.82 vs 87.5 (gpt4)-11.1%
GSM8K: 66.72 vs 96.4 (so35)-30.8%
LLME Score: 0.18944
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3merge7 15B MoE (allknowingroger/Llama3merge7-15B-MoE)

Llama3merge7 15B MoE Parameters and Internals

Model Type 
MoE
Additional Notes 
Model is a Mixture of Experts (MoE) model created using LazyMergekit.
LLM NameLlama3merge7 15B MoE
Repository 🤗https://huggingface.co/allknowingroger/Llama3merge7-15B-MoE 
Base Model(s)  Kukedlc/NeuralLlamita-3-8B-v0.2   cognitivecomputations/dolphin-2.9-llama3-8b   Kukedlc/NeuralLlamita-3-8B-v0.2   cognitivecomputations/dolphin-2.9-llama3-8b
Model Size8b
Required VRAM27.5 GB
Updated2024-12-03
Maintainerallknowingroger
Model Typemixtral
Model Files  1.1 GB: 1-of-15   2.0 GB: 2-of-15   2.0 GB: 3-of-15   2.0 GB: 4-of-15   2.0 GB: 5-of-15   2.0 GB: 6-of-15   2.0 GB: 7-of-15   2.0 GB: 8-of-15   2.0 GB: 9-of-15   2.0 GB: 10-of-15   2.0 GB: 11-of-15   2.0 GB: 12-of-15   2.0 GB: 13-of-15   2.0 GB: 14-of-15   0.4 GB: 15-of-15
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|begin_of_text|>
Vocabulary Size128258
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than allknowingroger/Llama3merge7-15B-MoE.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
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Release v20241227
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