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Llama 3 Meerkat 8B V1.0 by dmis-lab

 »  All LLMs  »  dmis-lab  »  Llama 3 Meerkat 8B V1.0   URL Share it on

  263   
  Arxiv:2009.03300   Arxiv:2009.13081   Arxiv:2203.14371   Arxiv:2402.18060   Arxiv:2404.00376   Autotrain compatible   Conversational   Endpoints compatible   Instruct   Instruction-tuned   Llama   Medical   Region:us   Safetensors   Sharded   Small lm   Synthetic data   Tensorflow   Usmle
Model Card on HF 🤗: https://huggingface.co/dmis-lab/llama-3-meerkat-8b-v1.0 

Llama 3 Meerkat 8B V1.0 Benchmarks

LLME Score: 0.21112
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Meerkat 8B V1.0 (dmis-lab/llama-3-meerkat-8b-v1.0)

Llama 3 Meerkat 8B V1.0 Parameters and Internals

Model Type 
text generation, medical reasoning
Use Cases 
Areas:
medical education, clinical diagnostics
Applications:
USMLE preparation, medical training
Primary Use Cases:
answering medical exam questions, enhancing medical reasoning
Additional Notes 
Designed to excel in complex medical reasoning tasks.
Supported Languages 
English (High proficiency)
Training Details 
Data Sources:
18 medical textbooks, instruction-following datasets, synthetic data
Methodology:
Instruction-tuning with chain-of-thought reasoning
Input Output 
Input Format:
Chat-like conversation format
Accepted Modalities:
text
Output Format:
Step-by-step reasoning followed by a concise answer
Performance Tips:
Utilize the same system messages for best results as used during training.
LLM NameLlama 3 Meerkat 8B V1.0
Repository 🤗https://huggingface.co/dmis-lab/llama-3-meerkat-8b-v1.0 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
Maintainerdmis-lab
Model Typellama
Instruction-BasedYes
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
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.41.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than dmis-lab/llama-3-meerkat-8b-v1.0.

Rank the Llama 3 Meerkat 8B V1.0 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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