MistralLite AWQ by amazon

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  Arxiv:2306.00978   4-bit   Autotrain compatible   Awq   Mistral   Quantized   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/amazon/MistralLite-AWQ 

MistralLite AWQ Benchmarks

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

MistralLite AWQ Parameters and Internals

Model Type 
Quantized Model
LLM NameMistralLite AWQ
Repository ๐Ÿค—https://huggingface.co/amazon/MistralLite-AWQ 
Model Size1.2b
Required VRAM4.2 GB
Updated2025-02-05
Maintaineramazon
Model Typemistral
Model Files  4.2 GB
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32003
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than amazon/MistralLite-AWQ.

Rank the MistralLite AWQ 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