Mixtral 7Bx2 MoE GGUF by ManniX-ITA

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  Autotrain compatible Base model:cloudyu/mixtral 7bx...   Gguf   License:cc-by-nc-4.0   Mixtral   Moe   Q2   Quantized   Region:us

Mixtral 7Bx2 MoE GGUF Benchmarks

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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  
Mixtral 7Bx2 MoE GGUF (ManniX-ITA/Mixtral_7Bx2_MoE-GGUF)

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Laserxtral GGUF32K / 8.8 GB10417
Mixtral Coder 7b32K / 10.9 GB130
...Nimbus MoE 2x7B 3.0bpw H6 EXL232K / 5.1 GB50
...Nimbus MoE 2x7B 3.5bpw H6 EXL232K / 5.9 GB60
...ixtral 2x7b DPO 4.0bpw H6 EXL232K / 6.7 GB21
...Nimbus MoE 2x7B 4.0bpw H6 EXL232K / 6.7 GB80
...ixtral 2x7b DPO 5.0bpw H6 EXL232K / 8.3 GB21
Note: green Score (e.g. "73.2") means that the model is better than ManniX-ITA/Mixtral_7Bx2_MoE-GGUF.

Mixtral 7Bx2 MoE GGUF Parameters and Internals

LLM NameMixtral 7Bx2 MoE GGUF
RepositoryOpen on ๐Ÿค— 
Model NameMixtral 7Bx2 MoE
Model Creatorhai
Base Model(s)  Mixtral 7Bx2 MoE   cloudyu/Mixtral_7Bx2_MoE
Model Size7b
Required VRAM4.8 GB
Model Typemixtral
Model Files  5.7 GB   5.6 GB   5.3 GB   7.4 GB   7.0 GB   4.8 GB   6.7 GB   6.2 GB   5.6 GB   7.3 GB   7.8 GB   7.3 GB   8.9 GB   9.1 GB   8.9 GB   10.6 GB
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureMixtralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20240042001