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Mistral 7B 4bit Finetune by sanchit42

 »  All LLMs  »  sanchit42  »  Mistral 7B 4bit Finetune   URL Share it on

  10   
  Arxiv:1910.09700   4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Finetuned   Instruct   Mistral   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/sanchit42/Mistral-7b-4bit-finetune 

Mistral 7B 4bit Finetune Benchmarks

LLME Score: 0.17614
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Mistral 7B 4bit Finetune Parameters and Internals

LLM NameMistral 7B 4bit Finetune
Repository 🤗https://huggingface.co/sanchit42/Mistral-7b-4bit-finetune 
Model Size7b
Required VRAM4.5 GB
Updated2025-06-09
Maintainersanchit42
Model Typemistral
Instruction-BasedYes
Model Files  4.5 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16
Mistral 7B 4bit Finetune (sanchit42/Mistral-7b-4bit-finetune)

Best Alternatives to Mistral 7B 4bit Finetune

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit128K / 8.3 GB25080727
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB6309228
Mixtral V0.3 Full 16bit32K / 14.5 GB540
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB2736132
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2291
... 7B Instruct V0.3ContinuedFine32K / 14.5 GB80
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB191
NaturalLM 7B Instruct32K / 14.5 GB1610
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Note: green Score (e.g. "73.2") means that the model is better than sanchit42/Mistral-7b-4bit-finetune.

Rank the Mistral 7B 4bit Finetune 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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