Yz

meditron

Open-source medical large language model adapted from Llama 2 to the medical domain.

7b 70b
Hızlı Kurulum (Ollama kuruluysa) 
ollama run meditron

Ollama kurulu değil mi? ollama.com/download — Windows, macOS ve Linux için ücretsiz. İlk çalıştırmada model indirilir, sonrası tamamen çevrimdışıdır.

Varyantlar

Boyut büyüdükçe kalite artar, donanım ihtiyacı yükselir. Başlangıç için küçük varyantı deneyin.

EtiketBoyutBağlamGirdiKomut
latest 3.8GB 2K Text ollama run meditron:latest
7b 3.8GB 2K Text ollama run meditron:7b
70b 39GB 4K Text ollama run meditron:70b
7b-q2_K 2.8GB 2K Text ollama run meditron:7b-q2_K
7b-q3_K_S 2.9GB 2K Text ollama run meditron:7b-q3_K_S
7b-q3_K_M 3.3GB 2K Text ollama run meditron:7b-q3_K_M
7b-q3_K_L 3.6GB 2K Text ollama run meditron:7b-q3_K_L
7b-q4_0 3.8GB 2K Text ollama run meditron:7b-q4_0
7b-q4_1 4.2GB 2K Text ollama run meditron:7b-q4_1
7b-q4_K_S 3.9GB 2K Text ollama run meditron:7b-q4_K_S
7b-q4_K_M 4.1GB 2K Text ollama run meditron:7b-q4_K_M
7b-q5_0 4.7GB 2K Text ollama run meditron:7b-q5_0
7b-q5_1 5.1GB 2K Text ollama run meditron:7b-q5_1
7b-q5_K_S 4.7GB 2K Text ollama run meditron:7b-q5_K_S
7b-q5_K_M 4.8GB 2K Text ollama run meditron:7b-q5_K_M
7b-q6_K 5.5GB 2K Text ollama run meditron:7b-q6_K
7b-q8_0 7.2GB 2K Text ollama run meditron:7b-q8_0
7b-fp16 13GB 2K Text ollama run meditron:7b-fp16
70b-q4_0 39GB 4K Text ollama run meditron:70b-q4_0
70b-q4_1 43GB 4K Text ollama run meditron:70b-q4_1
70b-q4_K_S 39GB 4K Text ollama run meditron:70b-q4_K_S
70b-q5_1 52GB 4K Text ollama run meditron:70b-q5_1

Model Detayları ve Benchmarklar (kaynak: ollama.com)

Meditron is a large language model adapted from Llama 2 to the medical domain through training on a corpus of medical data, papers and guidelines. It outperforms Llama 2, GPT 3.5 and Flan-PaLM on many medical reasoning tasks.

Potential use cases include:

  • Medical exam question answering
  • Supporting differential diagnosis
  • Disease information (symptoms, cause, treatment) query
  • General health information query

Example prompts

What are the symptoms of the common cold?

What causes the seasonal flu?

What medication would be prescribed for a headache?

References

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

GitHub

HuggingFace