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Mixtral Instruct 7B by LeroyDyer

 »  All LLMs  »  LeroyDyer  »  Mixtral Instruct 7B   URL Share it on

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  Arxiv:2203.05482   Autotrain compatible Base model:leroydyer/mixtral b... Base model:locutusque/hercules...   Doi:10.57967/hf/1901   En   Endpoints compatible   Gguf   Instruct   License:mit   Merge   Mergekit   Mistral   Quantized   Region:us

Mixtral Instruct 7b Benchmarks

HF Avg Score: 58.8  vs  86.1  (GPT-4) -31.7%
ARC: 56.8-41%
HellaSwag: 71.2-25.3%
MMLU: 55.8-35.5%
TruthfulQA: 59.40.7%
WinoGrande: 77.9-11%
GSM8K: 34.8-62.2%
nn.n% — How the model compares to the GPT-4.

Rank the Mixtral Instruct 7B 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  
Mixtral Instruct 7B (LeroyDyer/Mixtral_Instruct_7b)

Best Alternatives to Mixtral Instruct 7B

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HF Rank
Context/RAM
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Maxine 7B 0401 Stock76.7332K / 14.4 GB8911
CalmExperiment 7B Slerp76.6732K / 14.4 GB9020
Myriad 7B Slerp76.6632K / 14.4 GB9160
Versatile 7B76.6632K / 14.5 GB7780
Calme 7B Instruct V0.976.6232K / 14.4 GB14839
Calme 7B Instruct V0.276.6132K / 14.5 GB112811
Calme 7B Instruct V0.376.532K / 14.4 GB8465
Calme 7B Instruct V0.1.176.4932K / 14.4 GB7610
Calme 7B Instruct V0.576.0532K / 14.4 GB91711
Metis Chat Instruct 7B74.6632K / 14.4 GB9180
Note: green Score (e.g. "73.2") means that the model is better than LeroyDyer/Mixtral_Instruct_7b.

Mixtral Instruct 7B Parameters and Internals

LLM NameMixtral Instruct 7b
RepositoryOpen on 🤗 
Base Model(s)  Mixtral Instruct   LeroyDyer/Mixtral_Instruct
Model Size7b
Required VRAM7.7 GB
Updated2024-07-01
MaintainerLeroyDyer
Model Typemistral
Instruction-BasedYes
Model Files  7.7 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Initializer Range0.02
Torch Data Typefloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801
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