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Mistral 7B V0.3 Bnb 4bit by unsloth

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Mistral 7B V0.3 Bnb 4bit Benchmarks

LLME Score: 0.30408
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B V0.3 Bnb 4bit Parameters and Internals

LLM NameMistral 7B V0.3 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/mistral-7b-v0.3-bnb-4bit 
Model Size7b
Required VRAM4.1 GB
Updated2024-09-07
Maintainerunsloth
Model Typemistral
Instruction-BasedYes
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
Vocabulary Size32768
Torch Data Typebfloat16
Mistral 7B V0.3 Bnb 4bit (unsloth/mistral-7b-v0.3-bnb-4bit)

Quantized Models of the Mistral 7B V0.3 Bnb 4bit

Model
Likes
Downloads
VRAM
Mistral V0.3 7B ORPO19714 GB
...7B Stoic Psychologist GGUF F160245214 GB
Llm Ai V60804 GB
Atuin V.010354 GB
Cognitive Hacker Gguf 0.23654 GB
Dgtkqabot Mistral 7B V305914 GB
Unsloth Alpaca02514 GB
...ode Mistral 7B 0.3 V1 Bnb 4bit054 GB
EM Mistral 7B V 0.41514 GB
Llm Gguf087 GB

Best Alternatives to Mistral 7B V0.3 Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB5035821
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB5761
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB5964514
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB381
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1744328
Mistral Turkish V232K / 14.4 GB25486
Minirewrite32K / 15.8 GB70
Mistral7B MatheoAI8 Lora32K / 14.4 GB150
...eltemi 7B Instruct V1 BnB 4bit32K / 4.6 GB170
Note: green Score (e.g. "73.2") means that the model is better than unsloth/mistral-7b-v0.3-bnb-4bit.

Rank the Mistral 7B V0.3 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 v2024072803
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