Vietzephyr 7B Lora 8bit by phatjk

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  Arxiv:1910.09700   8bit   Adapter Base model:adapter:huggingface... Base model:huggingfaceh4/zephy...   Finetuned   Lora   Peft   Quantized   Region:us   Safetensors

Vietzephyr 7B Lora 8bit Benchmarks

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

Vietzephyr 7B Lora 8bit Parameters and Internals

LLM NameVietzephyr 7B Lora 8bit
Repository ๐Ÿค—https://huggingface.co/phatjk/vietzephyr-7b-lora-8bit 
Base Model(s)  Zephyr 7B Beta   HuggingFaceH4/zephyr-7b-beta
Model Size7b
Required VRAM0.1 GB
Updated2024-11-21
Maintainerphatjk
Model Files  0.1 GB
Quantization Type8bit
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|o_proj|q_proj|gate_proj|k_proj|down_proj|up_proj
LoRA Alpha16
LoRA Dropout0.05
R Param8
Vietzephyr 7B Lora 8bit (phatjk/vietzephyr-7b-lora-8bit)

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Note: green Score (e.g. "73.2") means that the model is better than phatjk/vietzephyr-7b-lora-8bit.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110