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Mistralai Mistral 7B Instruct V0.2 Bnb 4bit Smashed by PrunaAI

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

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  4-bit   4bit   Autotrain compatible Base model:mistralai/mistral-7... Base model:quantized:mistralai...   Bitsandbytes   Conversational   Endpoints compatible   Instruct   Mistral   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-bnb-4bit-smashed 

Mistralai Mistral 7B Instruct V0.2 Bnb 4bit Smashed Benchmarks

LLME Score: 0.18117
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistralai Mistral 7B Instruct V0.2 Bnb 4bit Smashed (PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-bnb-4bit-smashed)

Mistralai Mistral 7B Instruct V0.2 Bnb 4bit Smashed Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
The model is compressed with llm-int8 and uses safetensors format.
LLM NameMistralai Mistral 7B Instruct V0.2 Bnb 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-bnb-4bit-smashed 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.2
Model Size7b
Required VRAM4.5 GB
Updated2025-01-22
MaintainerPrunaAI
Model Typemistral
Instruction-BasedYes
Model Files  4.5 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB1314725
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Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB300
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2351
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NaturalLM 7B Instruct32K / 14.5 GB1711
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB201
Mistral Turkish V232K / 14.4 GB30396
Minirewrite32K / 15.8 GB210
Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-bnb-4bit-smashed.

Rank the Mistralai Mistral 7B Instruct V0.2 Bnb 4bit Smashed 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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