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Multimerge 19B Pass by allknowingroger

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  Merged Model   Autotrain compatible Base model:allknowingroger/mul... Base model:finetune:allknowing...   Endpoints compatible   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allknowingroger/Multimerge-19B-pass 

Multimerge 19B Pass Benchmarks

MMLU Pro: 1.87
GPQA: 1.23
MUSR: 4.3
BBH: 2.08
IFEval: 17.73 vs 88 (so35)-79.9%
LLME Score: 0.21413
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Multimerge 19B Pass (allknowingroger/Multimerge-19B-pass)

Multimerge 19B Pass Parameters and Internals

LLM NameMultimerge 19B Pass
Repository 🤗https://huggingface.co/allknowingroger/Multimerge-19B-pass 
Base Model(s)  Multimerge 12B MoE   Multimerge 12B MoE   allknowingroger/Multimerge-12B-MoE   allknowingroger/Multimerge-12B-MoE
Merged ModelYes
Model Size19.2b
Required VRAM38 GB
Updated2024-12-03
Maintainerallknowingroger
Model Typemixtral
Model Files  1.0 GB: 1-of-40   1.0 GB: 2-of-40   0.9 GB: 3-of-40   1.0 GB: 4-of-40   0.9 GB: 5-of-40   1.0 GB: 6-of-40   1.0 GB: 7-of-40   0.9 GB: 8-of-40   1.0 GB: 9-of-40   0.9 GB: 10-of-40   1.0 GB: 11-of-40   1.0 GB: 12-of-40   0.9 GB: 13-of-40   1.0 GB: 14-of-40   1.0 GB: 15-of-40   0.9 GB: 16-of-40   1.0 GB: 17-of-40   0.9 GB: 18-of-40   1.0 GB: 19-of-40   1.0 GB: 20-of-40   0.9 GB: 21-of-40   1.0 GB: 22-of-40   0.9 GB: 23-of-40   1.0 GB: 24-of-40   1.0 GB: 25-of-40   0.9 GB: 26-of-40   1.0 GB: 27-of-40   1.0 GB: 28-of-40   0.9 GB: 29-of-40   1.0 GB: 30-of-40   0.9 GB: 31-of-40   1.0 GB: 32-of-40   1.0 GB: 33-of-40   0.9 GB: 34-of-40   1.0 GB: 35-of-40   0.9 GB: 36-of-40   1.0 GB: 37-of-40   1.0 GB: 38-of-40   0.9 GB: 39-of-40   0.5 GB: 40-of-40
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than allknowingroger/Multimerge-19B-pass.

Rank the Multimerge 19B Pass Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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