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Doctor Llama 460M by mmoreirast

 »  All LLMs  »  mmoreirast  »  Doctor Llama 460M   URL Share it on

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  Autotrain compatible   Conversational Dataset:mmoreirast/medicine-ev... Dataset:mmoreirast/medicine-tr...   Endpoints compatible   Llama   Llama2   Medicine   Pt   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mmoreirast/Doctor-Llama-460m 

Doctor Llama 460M Benchmarks

LLME Score: 0.19851
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Doctor Llama 460M (mmoreirast/Doctor-Llama-460m)

Doctor Llama 460M Parameters and Internals

Model Type 
text generation, language model
Use Cases 
Areas:
research, academic
Applications:
medical text processing, fine-tuning in Portuguese
Primary Use Cases:
fine-tuning for medical applications in Portuguese
Limitations:
Hallucinations, Biases and Toxicity, Unreliable Code, Language Limitations, Repetition and Verbosity
Considerations:
Perform risk and bias assessment before further fine-tuning.
Additional Notes 
The model is primarily Brazilian Portuguese language only and is not suitable for translation or generating text in other languages.
Supported Languages 
pt (native)
Training Details 
Data Sources:
mmoreirast/medicine-training-pt
Methodology:
Fine-tuning
Context Length:
2048
Training Time:
~5 hours
Hardware Used:
NVIDIA A100-SXM4-40GB
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameDoctor Llama 460M
Repository 🤗https://huggingface.co/mmoreirast/Doctor-Llama-460m 
Model Size460m
Required VRAM0 GB
Updated2025-01-17
Maintainermmoreirast
Model Typellama
Model Files  1.9 GB   3.8 GB   0.0 GB   0.0 GB
Supported Languagespt
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.38.0
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size32002
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than mmoreirast/Doctor-Llama-460m.

Rank the Doctor Llama 460M 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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