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Medicine LLM 13B AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Medicine LLM 13B AWQ   URL Share it on

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  Arxiv:2309.09530   4-bit   Autotrain compatible   Awq Base model:adaptllm/medicine-l... Base model:quantized:adaptllm/...   Biology   Dataset:eleutherai/pile   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Instruct   Llama   Medical   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/medicine-LLM-13B-AWQ 

Medicine LLM 13B AWQ Benchmarks

LLME Score: 0.15432
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Medicine LLM 13B AWQ (TheBloke/medicine-LLM-13B-AWQ)

Medicine LLM 13B AWQ Parameters and Internals

Model Type 
llama, text-generation
Use Cases 
Areas:
biomedicine, finance, law
Additional Notes 
AWQ is supported for efficient, accurate low-bit weight quantization, supporting 4-bit quantization.
Supported Languages 
en (Proficient)
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, transforming corpora into reading comprehension texts
Hardware Used:
Massed Compute
Model Architecture:
Domain-specific adaptation from LLaMA-1-13B
Input Output 
Input Format:
'[INST] <> {system_message} <> {prompt} [/INST]'
Accepted Modalities:
text
LLM NameMedicine LLM 13B AWQ
Repository 🤗https://huggingface.co/TheBloke/medicine-LLM-13B-AWQ 
Model NameMedicine LLM 13B
Model CreatorAdaptLLM
Base Model(s)  Medicine LLM 13B   AdaptLLM/medicine-LLM-13B
Model Size13b
Required VRAM7.2 GB
Updated2025-03-13
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  7.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
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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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/medicine-LLM-13B-AWQ.

Rank the Medicine LLM 13B AWQ 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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