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MultiMash6 12B Slerp by allknowingroger

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  Merged Model   Autotrain compatible Base model:allknowingroger/mul... Base model:rubiellabarta/logos...   Endpoints compatible   Mixtral   Model-index   Moe   Region:us Rubiellabarta/logos-7bx2-moe-1...   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allknowingroger/MultiMash6-12B-slerp 

MultiMash6 12B Slerp Benchmarks

MMLU Pro: 23.23
GPQA: 3.24
MUSR: 12.52
BBH: 32.4
IFEval: 43 vs 88 (so35)-51.1%
MATH Lvl 5: 7.18
LLME Score: 0.24716
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MultiMash6 12B Slerp (allknowingroger/MultiMash6-12B-slerp)

MultiMash6 12B Slerp Parameters and Internals

Model Type 
text generation
Additional Notes 
Model created by merging allknowingroger/Multimerge-Neurallaymons-12B-MoE and RubielLabarta/LogoS-7Bx2-MoE-13B-v0.2 using LazyMergeKit.
LLM NameMultiMash6 12B Slerp
Repository 🤗https://huggingface.co/allknowingroger/MultiMash6-12B-slerp 
Base Model(s)  ...ltimerge Neurallaymons 12B MoE   RubielLabarta/LogoS-7Bx2-MoE-13B-v0.2   allknowingroger/Multimerge-Neurallaymons-12B-MoE   RubielLabarta/LogoS-7Bx2-MoE-13B-v0.2
Merged ModelYes
Model Size12.9b
Required VRAM25.7 GB
Updated2025-02-05
Maintainerallknowingroger
Model Typemixtral
Model Files  1.0 GB: 1-of-28   0.9 GB: 2-of-28   1.0 GB: 3-of-28   0.9 GB: 4-of-28   0.9 GB: 5-of-28   0.9 GB: 6-of-28   0.9 GB: 7-of-28   0.9 GB: 8-of-28   1.0 GB: 9-of-28   0.9 GB: 10-of-28   0.9 GB: 11-of-28   0.9 GB: 12-of-28   0.9 GB: 13-of-28   0.9 GB: 14-of-28   1.0 GB: 15-of-28   0.9 GB: 16-of-28   0.9 GB: 17-of-28   0.9 GB: 18-of-28   0.9 GB: 19-of-28   0.9 GB: 20-of-28   1.0 GB: 21-of-28   0.9 GB: 22-of-28   0.9 GB: 23-of-28   0.9 GB: 24-of-28   0.9 GB: 25-of-28   0.9 GB: 26-of-28   1.0 GB: 27-of-28   0.8 GB: 28-of-28
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to MultiMash6 12B Slerp

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Context / RAM
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Likes
MixTAO 7Bx2 MoE V8.132K / 25.8 GB1021455
Inf Silent Kunoichi V0.1 2x7B32K / 25.6 GB50
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Inf Silent Kunoichi V0.2 2x7B32K / 25.6 GB50
LogoS 7Bx2 MoE 13B V0.232K / 25.9 GB314010
MultiMash8 13B Slerp32K / 25.7 GB80
MultiMash11 13B Slerp32K / 25.7 GB60
MultiMash9 13B Slerp32K / 25.7 GB80
MultiMash10 13B Slerp32K / 25.7 GB70
MixTaoTruthful 13B Slerp32K / 25.7 GB50
Note: green Score (e.g. "73.2") means that the model is better than allknowingroger/MultiMash6-12B-slerp.

Rank the MultiMash6 12B Slerp 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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Release v20241227
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