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Mixtral 8x7B Instruct V0.1 by mistralai

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  Autotrain compatible   Conversational   De   En   Endpoints compatible   Es   Fr   Instruct   It   License:apache-2.0   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow

Mixtral 8x7B Instruct V0.1 Benchmarks

MMLU Pro: 29.36
GPQA: 7.61
MUSR: 12.11
BBH: 34.02
IFEval: 53.95 vs 88 (so35)-38.7%
ARC: 90.3 vs 96.7 (so35)-6.6%
HellaSwag: 80.3 vs 95.3 (gpt4)-15.7%
MMLU: 68.7 vs 88.3 (so35)-22.2%
TruthfulQA: 64.58 vs 59 (gpt4)9.5%
WinoGrande: 81.37 vs 87.5 (gpt4)-7%
GSM8K: 71.7 vs 96.4 (so35)-25.6%
OpenCompas: 56.8 vs 73.3 (gpt4)-22.5%
Exam: 71.4 vs 77.2 (gpt4)-7.5%
Language: 35.5 vs 62 (gpt4)-42.7%
Knowledge: 58.8 vs 73.5 (gpt4)-20%
Understand: 66.7 vs 70 (gpt4)-4.7%
Reasoning: 54.7 vs 74.4 (gpt4)-26.5%
MATH Lvl 5: 9.06
LLME Score: 0.52945
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mixtral 8x7B Instruct V0.1 Parameters and Internals

LLM NameMixtral 8x7B Instruct V0.1
Repository 🤗https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1 
Model Size46.7b
Required VRAM93.6 GB
Updated2024-07-16
Maintainermistralai
Model Typemixtral
Instruction-BasedYes
Model Files  12.1 GB   12.1 GB   12.1 GB   12.1 GB   12.1 GB   12.1 GB   12.1 GB   12.1 GB   4.9 GB: 1-of-19   5.0 GB: 2-of-19   5.0 GB: 3-of-19   4.9 GB: 4-of-19   5.0 GB: 5-of-19   5.0 GB: 6-of-19   4.9 GB: 7-of-19   5.0 GB: 8-of-19   5.0 GB: 9-of-19   4.9 GB: 10-of-19   5.0 GB: 11-of-19   5.0 GB: 12-of-19   5.0 GB: 13-of-19   4.9 GB: 14-of-19   5.0 GB: 15-of-19   5.0 GB: 16-of-19   4.9 GB: 17-of-19   5.0 GB: 18-of-19   4.2 GB: 19-of-19
Supported Languagesfr it de es en
Gated ModelYes
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
Mixtral 8x7B Instruct V0.1 (mistralai/Mixtral-8x7B-Instruct-v0.1)

Quantized Models of the Mixtral 8x7B Instruct V0.1

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VRAM
...ixtral 8x7B Instruct V0.1 GGUF5964548215 GB
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Mixtral 8x7B Instruct V0.1 AWQ57539524 GB
...ixtral 8x7B Instruct V0.1 GGUF218517 GB
...ixtral 8x7B Instruct V0.1 GGUF530217 GB
Notux 8x7b V1.3.5bpw EXL22920 GB
Notux 8x7b V1.3.5bpw H6 EXL21420 GB
...es Mixtral 8x7B 2.4bpw H6 EXL221114 GB
...es Mixtral 8x7B 3.0bpw H6 EXL21917 GB
...es Mixtral 8x7B 6.0bpw H6 EXL21635 GB

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...rkrautLM Mixtral 8x7B Instruct32K / 93.6 GB5425021
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Mixtral 8x7B Instruct V0.1 FP832K / 47.1 GB12002
Autotrain Xva0j Mixtral8x7b32K / 93.6 GB580
Firefunction V132K / 93.6 GB228122

Rank the Mixtral 8x7B Instruct V0.1 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 v2024072803
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