LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Law Chat by AdaptLLM

 »  All LLMs  »  AdaptLLM  »  Law Chat   URL Share it on

  1426   
  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   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AdaptLLM/law-chat 

Law Chat Benchmarks

ARC: 53.41 vs 96.7 (so35)-44.8%
HellaSwag: 76.16 vs 95.3 (gpt4)-20.1%
MMLU: 50.24 vs 88.3 (so35)-43.1%
TruthfulQA: 43.53 vs 59 (gpt4)-26.2%
WinoGrande: 75.45 vs 87.5 (gpt4)-13.8%
GSM8K: 18.5 vs 96.4 (so35)-80.8%
LLME Score: 0.20193
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Law Chat (AdaptLLM/law-chat)

Law Chat Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Legal domain
Additional Notes 
Continual pre-training on domain-specific corpora helps enrich domain knowledge but can degrade question answering prompting ability.
Training Details 
Data Sources:
EleutherAI/pile, Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k
Methodology:
Continued pre-training on domain-specific corpora using reading comprehension transformation method
Release Notes 
Date:
2023/12/8
Notes:
Released chat models developed from LLaMA-2-Chat-7B
LLM NameLaw Chat
Repository 🤗https://huggingface.co/AdaptLLM/law-chat 
Model Size6.7b
Required VRAM27 GB
Updated2025-02-05
MaintainerAdaptLLM
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0.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 Chat

Model
Likes
Downloads
VRAM
Law Chat GGUF203552 GB
Law Chat GPTQ4213 GB
Law Chat AWQ343 GB

Best Alternatives to Law Chat

Best Alternatives
Context / RAM
Downloads
Likes
...s Coder6.7b Reflct Adamw Iter116K / 13.5 GB4750
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB950
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB1100
...r6.7b Pos Reflct Rmsprop Iter116K / 13.5 GB870
...r6.7b Pos Reflct Rmsprop Iter116K / 13.5 GB900
...ir4 Ds Coder6.7b Rmsprop Iter116K / 13.5 GB430
Ds Coder6.7b Rmsprop Iter116K / 13.5 GB670
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB620
Speechless Coder Ds 6.7B16K / 13.5 GB12556
Magicoder S DS 6.7B16K / 27.1 GB932201
Note: green Score (e.g. "73.2") means that the model is better than AdaptLLM/law-chat.

Rank the Law Chat 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  

What open-source LLMs or SLMs are you in search of? 42577 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer