Zephyr Finetuned Legal by Feluda

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  4-bit   Adapter Base model:adapter:thebloke/ze... Base model:thebloke/zephyr-7b-...   Conversational Dataset:joelniklaus/legal case...   Finetuned   Generated from trainer   Gptq   Lora   Mistral   Peft   Quantized   Region:us   Safetensors   Sft   Tensorboard   Trl

Zephyr Finetuned Legal Benchmarks

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

Zephyr Finetuned Legal Parameters and Internals

LLM NameZephyr Finetuned Legal
Repository ๐Ÿค—https://huggingface.co/Feluda/zephyr-finetuned-legal 
Base Model(s)  Zephyr 7B Beta GPTQ   TheBloke/zephyr-7B-beta-GPTQ
Model Size7b
Required VRAM0 GB
Updated2024-09-19
MaintainerFeluda
Model Files  0.0 GB   0.0 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureAdapter
Licensemit
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16
Zephyr Finetuned Legal (Feluda/zephyr-finetuned-legal)

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Note: green Score (e.g. "73.2") means that the model is better than Feluda/zephyr-finetuned-legal.

Rank the Zephyr Finetuned Legal 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