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Mistral 7B Instruct V0.1 4bit Mlx by mlx-community

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  4-bit   4bit   Conversational   Finetuned   Instruct   Mistral   Mlx   Quantized   Region:us

Mistral 7B Instruct V0.1 4bit Mlx Benchmarks

LLME Score: 0.17575
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B Instruct V0.1 4bit Mlx Parameters and Internals

LLM NameMistral 7B Instruct V0.1 4bit Mlx
Repository 🤗https://huggingface.co/mlx-community/Mistral-7B-Instruct-v0.1-4bit-mlx 
Base Model(s)  OpenVINO/mistral-7b-instruct-v0.1-int8-ov   OpenVINO/mistral-7b-instruct-v0.1-int8-ov
Model Size7b
Required VRAM4.3 GB
Updated2024-10-18
Maintainermlx-community
Model Typemistral
Instruction-BasedYes
Model Files  4.3 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Vocabulary Size32000
Torch Data Typebfloat16
Mistral 7B Instruct V0.1 4bit Mlx (mlx-community/Mistral-7B-Instruct-v0.1-4bit-mlx)

Best Alternatives to Mistral 7B Instruct V0.1 4bit Mlx

Best Alternatives
Context / RAM
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Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB2222922
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB7111314
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB3551
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB1379211
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1004531
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB61
Mistral Turkish V232K / 14.4 GB32156
Minirewrite32K / 15.8 GB50
...al V0.3 Instruct Matter Slim A32K / 14.5 GB92
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Mistral-7B-Instruct-v0.1-4bit-mlx.

Rank the Mistral 7B Instruct V0.1 4bit Mlx 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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