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Law LLM 13B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Law LLM 13B GPTQ   URL Share it on

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  Arxiv:2309.09530   4-bit   Autotrain compatible Base model:adaptllm/law-llm-13... Base model:quantized:adaptllm/...   Dataset:eleutherai/pile   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Gptq   Instruct   Legal   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/law-LLM-13B-GPTQ 

Law LLM 13B GPTQ Benchmarks

LLME Score: 0.13029
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Law LLM 13B GPTQ (TheBloke/law-LLM-13B-GPTQ)
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Law LLM 13B GPTQ Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Law
Applications:
Legal document analysis, Case law review
Primary Use Cases:
Text generation specific to the legal domain
Considerations:
Model's accuracy may vary based on input complexity.
Additional Notes 
Supports various precision levels for different hardware efficiencies.
Supported Languages 
en (English)
Training Details 
Data Sources:
Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k, EleutherAI/pile
Methodology:
Continued pre-training on domain-specific corpora using a reading comprehension approach to enhance prompting ability.
Context Length:
4096
Model Architecture:
Based on the LLaMA-1 architecture
Input Output 
Input Format:
[INST] <> {system_message} <> {prompt} [/INST]
Accepted Modalities:
text
Output Format:
Text
LLM NameLaw LLM 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/law-LLM-13B-GPTQ 
Model NameLaw LLM 13B
Model CreatorAdaptLLM
Base Model(s)  Law LLM 13B   AdaptLLM/law-LLM-13B
Model Size13b
Required VRAM7.3 GB
Updated2025-09-10
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Padding Token<pad>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16

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Rank the Law LLM 13B GPTQ 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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