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Law LLM 13B by AdaptLLM

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  Arxiv:2309.09530   Arxiv:2406.14491   Arxiv:2411.19930   Autotrain compatible   Dataset:eleutherai/pile   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Instruct   Legal   Llama   Pytorch   Region:us   Safetensors   Sharded
Model Card on HF 🤗: https://huggingface.co/AdaptLLM/law-LLM-13B 

Law LLM 13B Benchmarks

LLME Score: 0.17303
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 (AdaptLLM/law-LLM-13B)

Law LLM 13B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
biomedicine, finance, law
Training Details 
Data Sources:
Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k, EleutherAI/pile
Methodology:
Continual pre-training on domain-specific corpora transformed into reading comprehension texts
Release Notes 
Version:
2nd version
Date:
2024/6/21
Notes:
Released the 2nd version of AdaptLLM at Instruction-Pretrain.
LLM NameLaw LLM 13B
Repository 🤗https://huggingface.co/AdaptLLM/law-LLM-13B 
Model Size13b
Required VRAM52.1 GB
Updated2025-01-03
MaintainerAdaptLLM
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-6   9.9 GB: 2-of-6   9.9 GB: 3-of-6   9.9 GB: 4-of-6   9.9 GB: 5-of-6   2.5 GB: 6-of-6
Supported Languagesen
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

Quantized Models of the Law LLM 13B

Model
Likes
Downloads
VRAM
Law LLM 13B GGUF723375 GB
Law LLM 13B AWQ3237 GB
Law LLM 13B GPTQ2247 GB

Best Alternatives to Law LLM 13B

Best Alternatives
Context / RAM
Downloads
Likes
NexusRaven V2 13B16K / 26 GB3659465
CodeLlama 13B MORepair16K / 26 GB1162
CodeLlama 13B Instruct Hf16K / 26 GB38156144
CodeLlama 13B Instruct Hf16K / 26 GB83018
... Llama 2 13B Instruct Text2sql16K / 26 GB2030127
TableLLM 13B16K / 26 GB18425
NexusRaven 13B16K / 26 GB146103
Panda Coder 13B16K / 26 GB12713
Gen Sim16K / 0.3 GB132
Llama 3 13B Instruct Ft8K / 26.1 GB452
Note: green Score (e.g. "73.2") means that the model is better than AdaptLLM/law-LLM-13B.

Rank the Law LLM 13B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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