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MistralLite 7B GGUF by second-state

 »  All LLMs  »  second-state  »  MistralLite 7B GGUF   URL Share it on

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  Autotrain compatible   Base model:amazon/mistrallite Base model:quantized:amazon/mi...   Gguf   Mistral   Q2   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/second-state/MistralLite-7B-GGUF 

MistralLite 7B GGUF Benchmarks

LLME Score: 0.14814
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MistralLite 7B GGUF (second-state/MistralLite-7B-GGUF)

MistralLite 7B GGUF Parameters and Internals

Model Type 
mistral
Input Output 
Input Format:
<|prompter|>{user_message}~~<|assistant|>{assistant_message}~~
LLM NameMistralLite 7B GGUF
Repository 🤗https://huggingface.co/second-state/MistralLite-7B-GGUF 
Model NameMistralLite 7B
Model CreatorAmazon Web Services
Base Model(s)  MistralLite   amazon/MistralLite
Model Size7b
Required VRAM2.7 GB
Updated2025-01-16
Maintainersecond-state
Model Typemistral
Model Files  2.7 GB   3.8 GB   3.5 GB   3.2 GB   4.1 GB   4.4 GB   4.1 GB   5.0 GB   5.1 GB   5.0 GB   5.9 GB   7.7 GB   5.1 GB
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Vocabulary Size32003
Torch Data Typebfloat16

Best Alternatives to MistralLite 7B GGUF

Best Alternatives
Context / RAM
Downloads
Likes
MegaBeam Mistral 7B 300K Gguf282K / 5 GB173
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Mistral 7B Instruct V0.2.gguf32K / 14.5 GB63
Mistral 7B Instruct V0.2 GGUF32K / 4.4 GB102
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...andle Mistral 7B Instruct V0.232K / 14.4 GB160
BioMistralMerged32K / 14.4 GB36050
Tamil Mistral 7B Instruct V0.132K / 14.8 GB24014
Note: green Score (e.g. "73.2") means that the model is better than second-state/MistralLite-7B-GGUF.

Rank the MistralLite 7B GGUF 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 v20241227
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