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Mistral 7B Instruct V0.2 4bit by mlx-community

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

Mistral 7B Instruct V0.2 4bit Benchmarks

LMSys ELO: 1072 vs 1272 (so35)-15.7%
ARC: 63.14 vs 96.7 (so35)-34.7%
HellaSwag: 84.88 vs 95.3 (gpt4)-10.9%
MMLU: 60.78 vs 88.3 (so35)-31.2%
TruthfulQA: 68.26 vs 59 (gpt4)15.7%
WinoGrande: 77.19 vs 87.5 (gpt4)-11.8%
GSM8K: 40.03 vs 96.4 (so35)-58.5%
LLME Score: 0.30123
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 V0.2 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was converted to MLX format.
LLM NameMistral 7B Instruct V0.2 4bit
Repository 🤗https://huggingface.co/mlx-community/Mistral-7B-Instruct-v0.2-4bit 
Base Model(s)  lachiewyoung/mistral-7b-instruct-1.58bit   lachiewyoung/mistral-7b-instruct-1.58bit
Model Size7b
Required VRAM4.3 GB
Updated2024-11-21
Maintainermlx-community
Model Typemistral
Instruction-BasedYes
Model Files  4.3 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Vocabulary Size32000
Torch Data Typebfloat16
Mistral 7B Instruct V0.2 4bit (mlx-community/Mistral-7B-Instruct-v0.2-4bit)

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Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2267611
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
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Mistral 7B Instruct V0.2 8bit32K / 7.6 GB131
...struct V0.3 LoRA Finetune 4Bit32K / 4.1 GB1210
Mistral Turkish V232K / 14.4 GB28626
Minirewrite32K / 15.8 GB140
...eltemi 7B Instruct V1 BnB 4bit32K / 4.6 GB370
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Mistral-7B-Instruct-v0.2-4bit.

Rank the Mistral 7B Instruct V0.2 4bit 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 v20241110
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