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Mixture Of Llamas Dare Ties by johnsutor

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:deepmount00/llama-3... Base model:failspy/meta-llama-... Base model:jpacifico/french-al... Base model:meta-llama/meta-lla... Base model:nbeerbower/llama-3-... Base model:vagosolutions/llama...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/johnsutor/mixture-of-llamas-dare-ties 

Mixture Of Llamas Dare Ties Benchmarks

ARC: 72.35 vs 96.7 (so35)-25.2%
HellaSwag: 90.4 vs 95.3 (gpt4)-5.1%
MMLU: 64.46 vs 88.3 (so35)-27%
TruthfulQA: 79.98 vs 59 (gpt4)35.6%
WinoGrande: 82.87 vs 87.5 (gpt4)-5.3%
LLME Score: 0.20551
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixture Of Llamas Dare Ties (johnsutor/mixture-of-llamas-dare-ties)

Mixture Of Llamas Dare Ties Parameters and Internals

Additional Notes 
This model is a merge of several pre-trained language models created using the DARE-TIES merge method with transformers and mergekit.
LLM NameMixture Of Llamas Dare Ties
Repository 🤗https://huggingface.co/johnsutor/mixture-of-llamas-dare-ties 
Base Model(s)  Llama 3 Gutenberg 8B   ...ama 3 SauerkrautLM 8B Instruct   Llama 3 8B Ita   Meta Llama 3 8B Instruct   jpacifico/French-Alpaca-Llama3-8B-Instruct-v1.0   ...a 3 8B Instruct Abliterated V3   nbeerbower/llama-3-gutenberg-8B   VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct   DeepMount00/Llama-3-8b-Ita   meta-llama/Meta-Llama-3-8B-Instruct   jpacifico/French-Alpaca-Llama3-8B-Instruct-v1.0   failspy/Meta-Llama-3-8B-Instruct-abliterated-v3
Merged ModelYes
Model Size8b
Required VRAM16 GB
Updated2025-02-22
Maintainerjohnsutor
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   6.1 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than johnsutor/mixture-of-llamas-dare-ties.

Rank the Mixture Of Llamas Dare Ties Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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