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Law LLM 13B 4.0bpw H6 EXL2 by LoneStriker

 »  All LLMs  »  LoneStriker  »  Law LLM 13B 4.0bpw H6 EXL2   URL Share it on

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  Arxiv:2309.09530   Autotrain compatible   Dataset:eleutherai/pile   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Exl2   Instruct   Legal   Llama   Pytorch   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/LoneStriker/law-LLM-13B-4.0bpw-h6-exl2 

Law LLM 13B 4.0bpw H6 EXL2 Benchmarks

LLME Score: 0.15436
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 4.0bpw H6 EXL2 (LoneStriker/law-LLM-13B-4.0bpw-h6-exl2)

Law LLM 13B 4.0bpw H6 EXL2 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
biomedicine, finance, law
Additional Notes 
The reading comprehension approach improves prompting performance for question answering in domain-specific contexts like biomedicine, finance, and law.
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 with a reading comprehension approach
Release Notes 
Version:
13B
Date:
12/19
Notes:
Released the 13B base models developed from LLaMA-1-13B for law.
Version:
Chat
Date:
12/8
Notes:
Released chat models developed from LLaMA-2-Chat-7B.
Version:
1-7B
Date:
9/18
Notes:
Released paper, code, data, and base models developed from LLaMA-1-7B.
LLM NameLaw LLM 13B 4.0bpw H6 EXL2
Repository 🤗https://huggingface.co/LoneStriker/law-LLM-13B-4.0bpw-h6-exl2 
Model Size13b
Required VRAM6.8 GB
Updated2025-02-22
MaintainerLoneStriker
Model Typellama
Instruction-BasedYes
Model Files  6.8 GB
Supported Languagesen
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.28.0.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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Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/law-LLM-13B-4.0bpw-h6-exl2.

Rank the Law LLM 13B 4.0bpw H6 EXL2 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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