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MistralLite 7B GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  MistralLite 7B GGUF   URL Share it on

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

MistralLite 7B GGUF Benchmarks

LLME Score: 0.13963
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 (TheBloke/MistralLite-7B-GGUF)

MistralLite 7B GGUF Parameters and Internals

Model Type 
mistral
Use Cases 
Areas:
Long context line and topic retrieval, Summarization, Question-answering
Additional Notes 
The usage of MistralLite in prolonged processing scenarios benefits from optimizations such as infrastructure enhancements on AWS.
Supported Languages 
English ()
Training Details 
Data Sources:
SLidingEncoder and Decoder (SLED), (Long) Natural Questions (NQ), OpenAssistant Conversations Dataset (OASST1)
Methodology:
Use of adapted Rotary Embedding and sliding window during fine-tuning
Context Length:
32000
Model Architecture:
Fine-tuned Mistral 7B model with enhanced capabilities for long context processing
Input Output 
Input Format:
<|prompter|>{prompt}~~<|assistant|>
Accepted Modalities:
text
Output Format:
Generated text based on input prompt
LLM NameMistralLite 7B GGUF
Repository 🤗https://huggingface.co/TheBloke/MistralLite-7B-GGUF 
Model NameMistralLite 7B
Model CreatorAmazon Web Services
Base Model(s)  MistralLite   amazon/MistralLite
Model Size7b
Required VRAM3.1 GB
Updated2025-06-02
MaintainerTheBloke
Model Typemistral
Model Files  3.1 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
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseapache-2.0

Best Alternatives to MistralLite 7B GGUF

Best Alternatives
Context / RAM
Downloads
Likes
Pixel8K / 4.4 GB170
Mistral 7B Instruct V0.3 GGUF0K / 1.6 GB28795399
Qwen2 7B Instruct GGUF0K / 1.9 GB22246311
WizardLM 2 7B GGUF0K / 2.7 GB22184980
Conversely Mistral 7B0K / 0.2 GB280
Mistral 7B Instruct V0.1 GGUF0K / 3.1 GB313744573
CleverBoi 7B V20K / 0.1 GB440
...hemeng Qwen Math 7b 24 1 100 10K / 15.2 GB140
Qwen2 7B Instruct V0.6 GGUF0K / 4.5 GB135220
Mistral 7B Instruct V0.3 GGUF0K / 2.7 GB224859
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/MistralLite-7B-GGUF.

Rank the MistralLite 7B GGUF Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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