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Llama 3 Meerkat 70B V1.0 by dmis-lab

 »  All LLMs  »  dmis-lab  »  Llama 3 Meerkat 70B V1.0   URL Share it on

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  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-70b-v1.0 

Llama 3 Meerkat 70B V1.0 Benchmarks

LLME Score: 0.20515
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 70B V1.0 (dmis-lab/llama-3-meerkat-70b-v1.0)

Llama 3 Meerkat 70B V1.0 Parameters and Internals

Model Type 
text-generation, instruction-tuned
Use Cases 
Areas:
medical
Additional Notes 
The model is trained with Cloud TPUs from Google's TPU Research Cloud (TRC).
Training Details 
Data Sources:
18 medical textbooks, diverse instruction-following datasets
Methodology:
Fine-tuned using a synthetic dataset consisting of high-quality chain-of-thought reasoning paths.
LLM NameLlama 3 Meerkat 70B V1.0
Repository 🤗https://huggingface.co/dmis-lab/llama-3-meerkat-70b-v1.0 
Model Size70b
Required VRAM141.9 GB
Updated2025-02-05
Maintainerdmis-lab
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
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-70b-v1.0.

Rank the Llama 3 Meerkat 70B 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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