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Lamma3merge3 15B MoE by allknowingroger

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  Autotrain compatible Base model:finetune:orpo-explo... Base model:orpo-explorers/hf-l...   Conversational   Endpoints compatible   Frankenmoe   Instruct   Lazymergekit Malikeh1375/llama-3-base-instr...   Merge   Mergekit   Mixtral   Moe Orpo-explorers/hf-llama3-8b-or...   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allknowingroger/Lamma3merge3-15B-MoE 

Lamma3merge3 15B MoE Benchmarks

ARC: 61.35 vs 96.7 (so35)-36.6%
HellaSwag: 82.29 vs 95.3 (gpt4)-13.7%
MMLU: 67.95 vs 88.3 (so35)-23%
TruthfulQA: 48.87 vs 59 (gpt4)-17.2%
WinoGrande: 77.98 vs 87.5 (gpt4)-10.9%
GSM8K: 60.96 vs 96.4 (so35)-36.8%
LLME Score: 0.19636
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Lamma3merge3 15B MoE (allknowingroger/Lamma3merge3-15B-MoE)

Lamma3merge3 15B MoE Parameters and Internals

Model Type 
Mixture of Experts (MoE)
Additional Notes 
Made with LazyMergekit utilizing two base models: Malikeh1375/llama-3-base-instruct-slerp and orpo-explorers/hf-llama3-8b-orpo-v0.0.
LLM NameLamma3merge3 15B MoE
Repository 🤗https://huggingface.co/allknowingroger/Lamma3merge3-15B-MoE 
Base Model(s)  Malikeh1375/llama-3-base-instruct-slerp   orpo-explorers/hf-llama3-8b-orpo-v0.0   Malikeh1375/llama-3-base-instruct-slerp   orpo-explorers/hf-llama3-8b-orpo-v0.0
Model Size8b
Required VRAM27.5 GB
Updated2024-12-03
Maintainerallknowingroger
Model Typemixtral
Instruction-BasedYes
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 Size128256
Torch Data Typebfloat16

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Release v20241227
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