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Llama3 OpenBioLLM 70B by aaditya

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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   Clinical   Conversational   Distillation   Dpo   En   Endpoints compatible   Finetuned   Gpt4   Heathcare   Instruct   Lifescience   Llama   Llama-3   Med   Medical   Mixtral   Pharma   Pharmaceutical   Pytorch   Region:us   Rlhf   Sharded
Model Card on HF 🤗: https://huggingface.co/aaditya/Llama3-OpenBioLLM-70B 

Llama3 OpenBioLLM 70B Benchmarks

MMLU Pro: 42.97
GPQA: 9.73
MUSR: 14.35
BBH: 47.15
IFEval: 75.97 vs 88 (so35)-13.7%
MATH Lvl 5: 19.71
LLME Score: 0.35555
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 OpenBioLLM 70B (aaditya/Llama3-OpenBioLLM-70B)

Llama3 OpenBioLLM 70B Parameters and Internals

Model Type 
biomedical language model
Use Cases 
Applications:
Summarizing Clinical Notes, Clinical Entity Recognition, Biomarkers Extraction, Classification, De-identification
Additional Notes 
While OpenBioLLM-70B leverages high-quality data sources, its outputs may still contain inaccuracies or biases. It's intended for research, development, and exploratory applications only.
Supported Languages 
en (high proficiency)
Training Details 
Methodology:
Direct Preference Optimization (DPO), Fine-tuning with a Custom Medical Instruct Dataset
Hardware Used:
GPU: H100 80GB SXM5
Model Architecture:
Built upon Meta-Llama-3-70B-Instruct
Input Output 
Performance Tips:
Setting temperature = 0 is recommended to reduce verbose outputs.
LLM NameLlama3 OpenBioLLM 70B
Repository 🤗https://huggingface.co/aaditya/Llama3-OpenBioLLM-70B 
Base Model(s)  Meta Llama 3 70B Instruct   meta-llama/Meta-Llama-3-70B-Instruct
Model Size70b
Required VRAM141.9 GB
Updated2025-06-01
Maintaineraaditya
Model Typellama
Instruction-BasedYes
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
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 aaditya/Llama3-OpenBioLLM-70B.

Rank the Llama3 OpenBioLLM 70B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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