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Mistral 7B Instruct V0.2 Bnb 4bit by alokabhishek

 »  All LLMs  »  alokabhishek  »  Mistral 7B Instruct V0.2 Bnb 4bit   URL Share it on

  143   
  Arxiv:2305.14314   4-bit   4bit   Autotrain compatible   Bitsandbytes   Bnb   Conversational   Endpoints compatible   Instruct   Mistral   Mistral-7b   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/alokabhishek/Mistral-7B-Instruct-v0.2-bnb-4bit 

Mistral 7B Instruct V0.2 Bnb 4bit Benchmarks

LLME Score: 0.14098
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 Bnb 4bit (alokabhishek/Mistral-7B-Instruct-v0.2-bnb-4bit)
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Mistral 7B Instruct V0.2 Bnb 4bit Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
Direct Use, Downstream Use
Additional Notes 
This model is a 4-bit quantized version using bitsandbytes, making it efficient for deployment.
LLM NameMistral 7B Instruct V0.2 Bnb 4bit
Repository 🤗https://huggingface.co/alokabhishek/Mistral-7B-Instruct-v0.2-bnb-4bit 
Base Model(s)  jojo1899/Mistral-7B-Instruct-v0.2-ov-int4   jojo1899/Mistral-7B-Instruct-v0.2-ov-int4
Model Size7b
Required VRAM4.1 GB
Updated2025-09-23
Maintaineralokabhishek
Model Typemistral
Instruction-BasedYes
Model Files  4.1 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

Best Alternatives to Mistral 7B Instruct V0.2 Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit128K / 8.3 GB450229
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB3043728
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB1331
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1376233
Mixtral V0.3 Full 16bit32K / 14.5 GB60
... 7B Instruct V0.3ContinuedFine32K / 14.5 GB130
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB131
NaturalLM 7B Instruct32K / 14.5 GB2910
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Note: green Score (e.g. "73.2") means that the model is better than alokabhishek/Mistral-7B-Instruct-v0.2-bnb-4bit.

Rank the Mistral 7B Instruct V0.2 Bnb 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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Release v20241124
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