Medicine LLM 13B GGUF by TheBloke

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  Arxiv:2309.09530 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   Gguf   Instruct   Llama   Medical   Quantized   Region:us

Medicine LLM 13B GGUF Benchmarks

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 GGUF (TheBloke/medicine-LLM-13B-GGUF)

Medicine LLM 13B GGUF Parameters and Internals

Model Type 
llama, text-generation
Use Cases 
Areas:
biology, medical
Additional Notes 
While the approach enriches LLMs with domain knowledge, it can hurt their prompting ability for question answering.
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 transformed into reading comprehension texts
Input Output 
Input Format:
[INST] <> {system_message} <> {prompt} [/INST]
Accepted Modalities:
text
LLM NameMedicine LLM 13B GGUF
Repository ๐Ÿค—https://huggingface.co/TheBloke/medicine-LLM-13B-GGUF 
Model NameMedicine LLM 13B
Model CreatorAdaptLLM
Base Model(s)  Medicine LLM 13B   AdaptLLM/medicine-LLM-13B
Model Size13b
Required VRAM5.4 GB
Updated2025-02-05
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  5.4 GB   6.9 GB   6.3 GB   5.7 GB   7.4 GB   7.9 GB   7.4 GB   9.0 GB   9.2 GB   9.0 GB   10.7 GB   13.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/medicine-LLM-13B-GGUF.

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227