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Mixtral 7Bx2 MoE by cloudyu

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  Autotrain compatible   Endpoints compatible   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/cloudyu/Mixtral_7Bx2_MoE 

Mixtral 7Bx2 MoE Benchmarks

MMLU Pro: 22.71
GPQA: 7.38
MUSR: 14.64
BBH: 32.28
IFEval: 44.8 vs 88 (so35)-49.1%
ARC: 71.25 vs 96.7 (so35)-26.3%
HellaSwag: 87.45 vs 95.3 (gpt4)-8.2%
MMLU: 64.98 vs 88.3 (so35)-26.4%
TruthfulQA: 67.23 vs 59 (gpt4)13.9%
WinoGrande: 81.22 vs 87.5 (gpt4)-7.2%
GSM8K: 68.46 vs 96.4 (so35)-29%
MATH Lvl 5: 6.57
LLME Score: 0.24591
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixtral 7Bx2 MoE (cloudyu/Mixtral_7Bx2_MoE)

Mixtral 7Bx2 MoE Parameters and Internals

Model Type 
text-generation
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameMixtral 7Bx2 MoE
Repository 🤗https://huggingface.co/cloudyu/Mixtral_7Bx2_MoE 
Model Size12.9b
Required VRAM25.8 GB
Updated2025-02-05
Maintainercloudyu
Model Typemixtral
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   5.9 GB: 3-of-3
Model ArchitectureMixtralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Mixtral 7Bx2 MoE

Model
Likes
Downloads
VRAM
Mixtral 7Bx2 MoE GGUF32174 GB
Mixtral 7Bx2 MoE GGUF235684 GB
Mixtral 7Bx2 MoE GPTQ8357 GB
Mixtral 7Bx2 MoE AWQ2177 GB

Best Alternatives to Mixtral 7Bx2 MoE

Best Alternatives
Context / RAM
Downloads
Likes
MixTAO 7Bx2 MoE V8.132K / 25.8 GB1021455
Inf Silent Kunoichi V0.1 2x7B32K / 25.6 GB50
MixTAO 7Bx2 MoE V8.132K / 25.8 GB876052
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 cloudyu/Mixtral_7Bx2_MoE.

Rank the Mixtral 7Bx2 MoE Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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