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Mistral 7B Instruct V0.2 Bnb 8bit by alokabhishek

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Mistral 7B Instruct V0.2 Bnb 8bit is an open-source language model by alokabhishek. Features: 7b LLM, VRAM: 7.6GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.12.

  Arxiv:2305.14314   8-bit   8bit   Bitsandbytes   Bnb   Conversational   Endpoints compatible   Instruct   Mistral   Mistral-7b   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/alokabhishek/Mistral-7B-Instruct-v0.2-bnb-8bit 

Mistral 7B Instruct V0.2 Bnb 8bit Benchmarks

LLME Score: 0.12374
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 8bit (alokabhishek/Mistral-7B-Instruct-v0.2-bnb-8bit)
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Mistral 7B Instruct V0.2 Bnb 8bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model is quantized to 8-bit using bitsandbytes for efficient inference on limited hardware.
Training Details 
Methodology:
8-bit quantization using bitsandbytes
Model Architecture:
Quantized LLM
Input Output 
Input Format:
Text prompt
Accepted Modalities:
text
Output Format:
Generated text
LLM NameMistral 7B Instruct V0.2 Bnb 8bit
Repository 🤗https://huggingface.co/alokabhishek/Mistral-7B-Instruct-v0.2-bnb-8bit 
Base Model(s)  jojo1899/Mistral-7B-Instruct-v0.2-ov-int4   jojo1899/Mistral-7B-Instruct-v0.2-ov-int4
Model Size7b
Required VRAM7.6 GB
Updated2026-05-03
Maintaineralokabhishek
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.6 GB: 2-of-2
Quantization Type8bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

Best Alternatives to Mistral 7B Instruct V0.2 Bnb 8bit

Best Alternatives
Context / RAM
Downloads
Likes
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB13727038
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB1591
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB31
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1421136
Mixtral V0.3 Full 16bit32K / 14.5 GB60
... 7B Instruct V0.3ContinuedFine32K / 14.5 GB130
NaturalLM 7B Instruct32K / 14.5 GB1210
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Mistral 7B Instruct V0.3 4bit32K / 4.1 GB536210
Note: green Score (e.g. "73.2") means that the model is better than alokabhishek/Mistral-7B-Instruct-v0.2-bnb-8bit.

Rank the Mistral 7B Instruct V0.2 Bnb 8bit Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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