Model by Violayang

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  4bit   Autotrain compatible Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   En   Endpoints compatible   Instruct   Llama   Mistral   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth

Model Benchmarks

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

Model Parameters and Internals

LLM NameModel
Repository ๐Ÿค—https://huggingface.co/Violayang/model 
Base Model(s)  Llama 3 8B Instruct Bnb 4bit   unsloth/llama-3-8b-Instruct-bnb-4bit
Model Size8b
Required VRAM30.6 GB
Updated2024-09-07
MaintainerViolayang
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 1-of-4   5.0 GB: 2-of-3   5.0 GB: 2-of-4   4.5 GB: 3-of-3   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
Vocabulary Size32768
Torch Data Typefloat16
Model (Violayang/model)

Best Alternatives to Model

Best Alternatives
Context / RAM
Downloads
Likes
FTAudit Vuln Llama3 8B V0.332K / 4.1 GB60
Phi3 Mini 4bit COIG CQIA4K / 2.3 GB50
Hathor V3.432K / 14.5 GB60
Hathor V432K / 14.5 GB60
Test32K / 7.6 GB7640
Tor 8B16K / 16.8 GB611
...tral NeMo Minitron 8B Instruct8K / 16.8 GB192145
Note: green Score (e.g. "73.2") means that the model is better than Violayang/model.

Rank the Model 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 v2024072803