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MixTAO 19B Pass by allknowingroger

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  Merged Model   Autotrain compatible Base model:finetune:mixtao/mix... Base model:mixtao/mixtao-7bx2-...   Endpoints compatible   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow   Zhengr/mixtao-7bx2-moe-v8.1
Model Card on HF 🤗: https://huggingface.co/allknowingroger/MixTAO-19B-pass 

MixTAO 19B Pass Benchmarks

MMLU Pro: 23.39
GPQA: 4.59
MUSR: 19.95
BBH: 31.58
IFEval: 38.14 vs 88 (so35)-56.7%
MATH Lvl 5: 5.59
LLME Score: 0.27057
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MixTAO 19B Pass (allknowingroger/MixTAO-19B-pass)

MixTAO 19B Pass Parameters and Internals

Model Type 
text-generation
Additional Notes 
MixTAO-19B-pass is created using LazyMergekit tool for model merging.
LLM NameMixTAO 19B Pass
Repository 🤗https://huggingface.co/allknowingroger/MixTAO-19B-pass 
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
Merged ModelYes
Model Size19.2b
Required VRAM38.1 GB
Updated2024-12-14
Maintainerallknowingroger
Model Typemixtral
Model Files  1.0 GB: 1-of-41   0.9 GB: 2-of-41   0.9 GB: 3-of-41   1.0 GB: 4-of-41   0.9 GB: 5-of-41   1.0 GB: 6-of-41   1.0 GB: 7-of-41   0.9 GB: 8-of-41   1.0 GB: 9-of-41   0.9 GB: 10-of-41   1.0 GB: 11-of-41   1.0 GB: 12-of-41   0.9 GB: 13-of-41   1.0 GB: 14-of-41   0.9 GB: 15-of-41   1.0 GB: 16-of-41   1.0 GB: 17-of-41   0.9 GB: 18-of-41   1.0 GB: 19-of-41   0.9 GB: 20-of-41   1.0 GB: 21-of-41   0.9 GB: 22-of-41   1.0 GB: 23-of-41   0.9 GB: 24-of-41   1.0 GB: 25-of-41   1.0 GB: 26-of-41   0.9 GB: 27-of-41   0.9 GB: 28-of-41   0.9 GB: 29-of-41   0.9 GB: 30-of-41   1.0 GB: 31-of-41   0.9 GB: 32-of-41   0.9 GB: 33-of-41   0.9 GB: 34-of-41   0.9 GB: 35-of-41   0.9 GB: 36-of-41   1.0 GB: 37-of-41   0.9 GB: 38-of-41   1.0 GB: 39-of-41   0.9 GB: 40-of-41   0.3 GB: 41-of-41
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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Rank the MixTAO 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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Release v20241124
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