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

LLME Score: 0.20703
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 Parameters and Internals

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
Updated2024-09-18
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
Mistralai Mistral 7B Instruct V0.2 Bnb 4bit Smashed (PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-bnb-4bit-smashed)

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

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Context / RAM
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...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB5565321
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2486312
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4211
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB5755714
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1545829
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB291
Mistral Turkish V232K / 14.4 GB32086
Minirewrite32K / 15.8 GB50
...eltemi 7B Instruct V1 BnB 4bit32K / 4.6 GB140
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 v2024072803
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