Zephyr Tuning V1 by Dongwookss

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  Arxiv:1910.09700   Autotrain compatible   Conversational   Endpoints compatible   Lora   Mistral   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Zephyr Tuning V1 Benchmarks

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

Zephyr Tuning V1 Parameters and Internals

LLM NameZephyr Tuning V1
Repository ๐Ÿค—https://huggingface.co/Dongwookss/zephyr_tuning_v1 
Model Size7.2b
Required VRAM14.4 GB
Updated2024-09-07
MaintainerDongwookss
Model Files  0.3 GB   4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length32768
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|k_proj|v_proj|o_proj|down_proj|q_proj|gate_proj
LoRA Alpha64
LoRA Dropout0.05
R Param32
Zephyr Tuning V1 (Dongwookss/zephyr_tuning_v1)

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Rank the Zephyr Tuning V1 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