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BagelMIsteryTour V2 8x7B by ycros

 »  All LLMs  »  ycros  »  BagelMIsteryTour V2 8x7B   URL Share it on

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:doctor-shotgun/lima... Base model:jondurbin/bagel-dpo... Base model:mistralai/mixtral-8... Base model:mistralai/mixtral-8... Base model:sao10k/sensualize-m...   Endpoints compatible   Instruct   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow

BagelMIsteryTour V2 8x7B Benchmarks

MMLU Pro: 27.48
GPQA: 7.27
MUSR: 11.3
BBH: 31.7
IFEval: 59.94 vs 88 (so35)-31.9%
ARC: 72.7 vs 96.7 (so35)-24.8%
HellaSwag: 87.36 vs 95.3 (gpt4)-8.3%
MMLU: 71.16 vs 88.3 (so35)-19.4%
TruthfulQA: 74.54 vs 59 (gpt4)26.3%
WinoGrande: 82.64 vs 87.5 (gpt4)-5.6%
GSM8K: 61.33 vs 96.4 (so35)-36.4%
MATH Lvl 5: 7.85
LLME Score: 0.26491
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

BagelMIsteryTour V2 8x7B Parameters and Internals

Additional Notes 
The model is a merge of several existing models, including jondurbin/bagel-dpo-8x7b-v0.2, Sao10K/Sensualize-Mixtral-bf16, mistralai/Mixtral-8x7B-v0.1, Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora, and mistralai/Mixtral-8x7B-Instruct-v0.1 using the DARE TIES merge method.
LLM NameBagelMIsteryTour V2 8x7B
Repository 🤗https://huggingface.co/ycros/BagelMIsteryTour-v2-8x7B 
Base Model(s)  mistralai/Mixtral-8x7B-v0.1   jondurbin/bagel-dpo-8x7b-v0.2   Sensualize Mixtral Bf16   mistralai/Mixtral-8x7B-v0.1   ...imarp Zloss Mixtral 8x7b Qlora   mistralai/Mixtral-8x7B-Instruct-v0.1   mistralai/Mixtral-8x7B-v0.1   jondurbin/bagel-dpo-8x7b-v0.2   Sao10K/Sensualize-Mixtral-bf16   mistralai/Mixtral-8x7B-v0.1   Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora   mistralai/Mixtral-8x7B-Instruct-v0.1
Merged ModelYes
Model Size46.7b
Required VRAM93.5 GB
Updated2024-11-22
Maintainerycros
Model Typemixtral
Instruction-BasedYes
Model Files  9.9 GB: 1-of-10   10.0 GB: 2-of-10   10.0 GB: 3-of-10   10.0 GB: 4-of-10   10.0 GB: 5-of-10   10.0 GB: 6-of-10   10.0 GB: 7-of-10   10.0 GB: 8-of-10   9.9 GB: 9-of-10   3.7 GB: 10-of-10
Model ArchitectureMixtralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
BagelMIsteryTour V2 8x7B (ycros/BagelMIsteryTour-v2-8x7B)

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Note: green Score (e.g. "73.2") means that the model is better than ycros/BagelMIsteryTour-v2-8x7B.

Rank the BagelMIsteryTour V2 8x7B Capabilities

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Instruction Following and Task Automation  
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Release v20241110
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