LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Doctor Llama 460M by mmoreirast

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

  5   
  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: 0.19469
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
Updated2025-01-29
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

Best Alternatives to Doctor Llama 460M

Best Alternatives
Context / RAM
Downloads
Likes
LLAMA 2 460M4K / 1.8 GB50
Doctor Llama Chat2K / 1.9 GB140
TeenyTinyLlama Doc 460M Chat2K / 1.9 GB100
TeenyTinyLlama Doc 460M2K / 0 GB80
TeenyTinyLlama 460M2K / 1.9 GB131911
TeenyTinyLlama 460M Chat2K / 0 GB4123
...60M Experimental Ptbr Instruct2K / 0.9 GB213
DiscordLLama 460M2K / 0.8 GB50
Lite Vortex1K / 0.9 GB92
LiteLlama 460M 1T1K / 0.9 GB4962162
Note: green Score (e.g. "73.2") means that the model is better than mmoreirast/Doctor-Llama-460m.

Rank the Doctor Llama 460M 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  

What open-source LLMs or SLMs are you in search of? 42577 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer