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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

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  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
Model Card on HF 🤗: https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.2-AWQ 

Mistral 7B Instruct V0.2 AWQ Benchmarks

LLME Score: 0.21353
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 (TheBloke/Mistral-7B-Instruct-v0.2-AWQ)

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
Updated2025-03-11
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

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

Model
Likes
Downloads
VRAM
Anthro Rm 144k AWQ080 GB

Best Alternatives to Mistral 7B Instruct V0.2 AWQ

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.2 AWQ32K / 4.2 GB790
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB154933
Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB120
...reeze 7B 32K Instruct V1.0 AWQ32K / 4.7 GB90
...Instruct V0.2 AWQ 4bit Smashed32K / 4.2 GB201
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB60
Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB151
Mistral 7B Instruct 32K AWQ32K / 4.2 GB161
...tral 7B Instruct V0.3 AWQ 4Bit32K / 4.2 GB201
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB111
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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Release v20241227
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