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Llama3 OpenBioLLM 8B by sealad886

 »  All LLMs  »  sealad886  »  Llama3 OpenBioLLM 8B   URL Share it on

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  Arxiv:2212.13138   Arxiv:2303.13375   Arxiv:2305.09617   Arxiv:2305.18290   Arxiv:2402.07023   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Chatml   Distillation   Dpo   En   Endpoints compatible   Finetuned   Gpt4   Instruct   Llama   Llama-3   Mixtral   Region:us   Rlhf   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/sealad886/Llama3-OpenBioLLM-8B 

Llama3 OpenBioLLM 8B Benchmarks

LLME Score: 0.19302
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 OpenBioLLM 8B (sealad886/Llama3-OpenBioLLM-8B)

Llama3 OpenBioLLM 8B Parameters and Internals

Model Type 
biomedical, large language model
Use Cases 
Areas:
research, healthcare and life sciences
Applications:
clinical notes summarization, medical questions answering, clinical entity recognition, biomarkers extraction, biomedical classification, de-identification
Limitations:
Advised against direct patient care or professional medical purposes. Should be used for research and exploratory applications.
Considerations:
Requires thorough testing and alignment with best practices for specific medical use cases.
Additional Notes 
Advisory notice against relying on outputs for medical decision-making. Model not evaluated in clinical trials.
Supported Languages 
en (high)
Training Details 
Data Sources:
berkeley-nest/Nectar, Custom Medical Instruct dataset
Methodology:
Fine-tuned with DPO dataset and custom medical instruction dataset.
Hardware Used:
H100 80GB SXM5 GPU
Model Architecture:
Meta-Llama-3-8B
Input Output 
Accepted Modalities:
text
Performance Tips:
Use the exact chat template for optimal performance. Set temperature = 0 to reduce verbosity.
LLM NameLlama3 OpenBioLLM 8B
Repository 🤗https://huggingface.co/sealad886/Llama3-OpenBioLLM-8B 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainersealad886
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than sealad886/Llama3-OpenBioLLM-8B.

Rank the Llama3 OpenBioLLM 8B 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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