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Llama3merge6 15B MoE by allknowingroger

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  Autotrain compatible Base model:imone/llama-3-8b-fi... Base model:kukedlc/neuralllami... Base model:merge:imone/llama-3... Base model:merge:kukedlc/neura...   Conversational   Endpoints compatible   Frankenmoe Imone/llama-3-8b-fixed-special... Kukedlc/neuralllamita-3-8b-v0....   Lazymergekit   Merge   Mergekit   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allknowingroger/Llama3merge6-15B-MoE 

Llama3merge6 15B MoE Benchmarks

LLME Score: 0.17699
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3merge6 15B MoE (allknowingroger/Llama3merge6-15B-MoE)

Llama3merge6 15B MoE Parameters and Internals

Model Type 
Mixture of Experts (MoE)
Additional Notes 
The model is created using LazyMergekit from two base models: Kukedlc/NeuralLlamita-3-8B-v0.2 and imone/Llama-3-8B-fixed-special-embedding. It uses Mixture of Experts strategy by assigning positive prompts.
LLM NameLlama3merge6 15B MoE
Repository 🤗https://huggingface.co/allknowingroger/Llama3merge6-15B-MoE 
Base Model(s)  Kukedlc/NeuralLlamita-3-8B-v0.2   ...a 3 8B Fixed Special Embedding   Kukedlc/NeuralLlamita-3-8B-v0.2   imone/Llama-3-8B-fixed-special-embedding
Model Size8b
Required VRAM27.5 GB
Updated2025-03-12
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/Llama3merge6-15B-MoE.

Rank the Llama3merge6 15B MoE Capabilities

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Release v20241227
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