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Mistral 7B Instruct V0.2 AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Mistral 7B Instruct V0.2 AWQ   URL Share it on

  91719   
  Arxiv:2310.06825   4-bit   Autotrain compatible   Awq Base model:mistralai/mistral-7... Base model:quantized:mistralai...   Conversational   Finetuned   Instruct   Mistral   Quantized   Region:us   Safetensors

Mistral 7B Instruct V0.2 AWQ Benchmarks

LLME Score: 0.23661
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 AWQ Parameters and Internals

Model Type 
mistral
Additional Notes 
AWQ is a low-bit weight quantization method, supporting 4-bit quantization.
Training Details 
Methodology:
instruction fine-tuning
Model Architecture:
transformer model with Grouped-Query Attention and Sliding-Window Attention
Input Output 
Input Format:
~~[INST] {prompt} [/INST]
LLM NameMistral 7B Instruct V0.2 AWQ
Repository 🤗https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.2-AWQ 
Model NameMistral 7B Instruct v0.2
Model CreatorMistral AI_
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.2
Model Size7b
Required VRAM4.2 GB
Updated2024-11-21
MaintainerTheBloke
Model Typemistral
Instruction-BasedYes
Model Files  4.2 GB
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16
Mistral 7B Instruct V0.2 AWQ (TheBloke/Mistral-7B-Instruct-v0.2-AWQ)

Quantized Models of the Mistral 7B Instruct V0.2 AWQ

Model
Likes
Downloads
VRAM
Anthro Rm 144k AWQ050 GB

Best Alternatives to Mistral 7B Instruct V0.2 AWQ

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.2 AWQ32K / 4.2 GB50
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB1062522
Mistral 7B Instruct V0.1 AWQ32K / 4.2 GB21561137
Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB440
...reeze 7B 32K Instruct V1.0 AWQ32K / 4.7 GB60
...Instruct V0.2 AWQ 4bit Smashed32K / 4.2 GB111
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB50
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB1751
Mistral 7B Instruct 32K AWQ32K / 4.2 GB71
Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB71
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Mistral-7B-Instruct-v0.2-AWQ.

Rank the Mistral 7B Instruct V0.2 AWQ 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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