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TaoPassthrough 15B S by allknowingroger

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  Merged Model   Autotrain compatible Base model:finetune:mixtao/mix... Base model:mixtao/mixtao-7bx2-...   Endpoints compatible   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow   Zhengr/mixtao-7bx2-moe-v8.1
Model Card on HF 🤗: https://huggingface.co/allknowingroger/TaoPassthrough-15B-s 

TaoPassthrough 15B S Benchmarks

ARC: 71.76 vs 96.7 (so35)-25.8%
HellaSwag: 88.86 vs 95.3 (gpt4)-6.8%
MMLU: 64.26 vs 88.3 (so35)-27.2%
TruthfulQA: 74.75 vs 59 (gpt4)26.7%
WinoGrande: 86.35 vs 87.5 (gpt4)-1.3%
GSM8K: 50.04 vs 96.4 (so35)-48.1%
LLME Score: 0.19455
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TaoPassthrough 15B S (allknowingroger/TaoPassthrough-15B-s)

TaoPassthrough 15B S Parameters and Internals

Additional Notes 
The model is a merge of the same base model repeated five times using LazyMergekit with passthrough method.
LLM NameTaoPassthrough 15B S
Repository 🤗https://huggingface.co/allknowingroger/TaoPassthrough-15B-s 
Base Model(s)  zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1   zhengr/MixTAO-7Bx2-MoE-v8.1
Merged ModelYes
Model Size19.2b
Required VRAM38.4 GB
Updated2024-12-14
Maintainerallknowingroger
Model Typemixtral
Model Files  2.0 GB: 1-of-20   1.9 GB: 2-of-20   2.0 GB: 3-of-20   2.0 GB: 4-of-20   2.0 GB: 5-of-20   2.0 GB: 6-of-20   1.9 GB: 7-of-20   2.0 GB: 8-of-20   2.0 GB: 9-of-20   2.0 GB: 10-of-20   2.0 GB: 11-of-20   2.0 GB: 12-of-20   2.0 GB: 13-of-20   2.0 GB: 14-of-20   2.0 GB: 15-of-20   2.0 GB: 16-of-20   2.0 GB: 17-of-20   2.0 GB: 18-of-20   2.0 GB: 19-of-20   0.6 GB: 20-of-20
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
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/TaoPassthrough-15B-s.

Rank the TaoPassthrough 15B S 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 v20241124
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