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ClinicalGPT Base Zh by medicalai

 »  All LLMs  »  medicalai  »  ClinicalGPT Base Zh   URL Share it on

  2877   
  Arxiv:2306.09968   Autotrain compatible   Bloom   Endpoints compatible   Medical   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/medicalai/ClinicalGPT-base-zh 

ClinicalGPT Base Zh Benchmarks

LLME Score: 0.14426
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ClinicalGPT Base Zh (medicalai/ClinicalGPT-base-zh)

ClinicalGPT Base Zh Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research
Limitations:
The generated content is subject to factors such as model computations, randomness, misinterpretation, and biases.
Considerations:
Users are advised to exercise caution and independently verify the generated results.
Training Details 
Data Sources:
medical records, domain-specific knowledge, multi-round dialogue consultations
Context Length:
1024
LLM NameClinicalGPT Base Zh
Repository 🤗https://huggingface.co/medicalai/ClinicalGPT-base-zh 
Required VRAM15.8 GB
Updated2025-01-17
Maintainermedicalai
Model Typebloom
Model Files  0.0 GB: 1-of-16   2.1 GB: 2-of-16   0.9 GB: 3-of-16   0.9 GB: 4-of-16   0.9 GB: 5-of-16   0.9 GB: 6-of-16   0.9 GB: 7-of-16   0.9 GB: 8-of-16   0.9 GB: 9-of-16   0.9 GB: 10-of-16   0.9 GB: 11-of-16   0.9 GB: 12-of-16   0.9 GB: 13-of-16   0.9 GB: 14-of-16   0.8 GB: 15-of-16   2.1 GB: 16-of-16
Model ArchitectureBloomForCausalLM
Licenseafl-3.0
Transformers Version4.29.0
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size250880
Torch Data Typebfloat16

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...ft Fpft Multilingual Bloom 7b10K / 28.2 GB111
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Firefly Bloom 2b6 V20K / 5 GB7419
Bloom 1b7 Fp320K / 6.8 GB1860
Bloom 1b7 With Lm Head0K / 3.4 GB36570
Bloom 1b1 RLHF V20K / 2.1 GB7390
Tiny Random BloomForCausalLM0K / 0 GB539370
PULSE 7bv50K / 16.2 GB34429
Note: green Score (e.g. "73.2") means that the model is better than medicalai/ClinicalGPT-base-zh.

Rank the ClinicalGPT Base Zh 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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Release v20241227
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