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TeenyTinyLlama Doc 460M Chat by mmoreirast

 »  All LLMs  »  mmoreirast  »  TeenyTinyLlama Doc 460M Chat   URL Share it on

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  Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mmoreirast/TeenyTinyLlama-Doc-460m-Chat 

TeenyTinyLlama Doc 460M Chat Benchmarks

LLME Score: 0.16249
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TeenyTinyLlama Doc 460M Chat (mmoreirast/TeenyTinyLlama-Doc-460m-Chat)
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TeenyTinyLlama Doc 460M Chat Parameters and Internals

Model Type 
Text Generation
Use Cases 
Areas:
Research
Applications:
Medical Field, Biomedical Informatics
Primary Use Cases:
Study fine-tuning processes in Portuguese, specifically in medicine
Limitations:
Hallucinations, Biases and Toxicity, Unreliable Code, Language Limitations, Repetition and Verbosity
Considerations:
Users should perform their risk analysis and ensure human moderation in applications.
Additional Notes 
The main goal of Doctor Llama is educational, providing a basis for further training and experimentation in Portuguese medical language models.
Supported Languages 
Portuguese (Native)
Training Details 
Data Sources:
aira-med-training-pt
Methodology:
Fine-tuning
Context Length:
2048
Training Time:
~5 hours
Hardware Used:
NVIDIA A100-SXM4-40GB
Input Output 
Input Format:
Text prompts in Portuguese
Accepted Modalities:
Text
Output Format:
Text
LLM NameTeenyTinyLlama Doc 460M Chat
Repository 🤗https://huggingface.co/mmoreirast/TeenyTinyLlama-Doc-460m-Chat 
Model Size460m
Required VRAM1.9 GB
Updated2024-08-24
Maintainermmoreirast
Model Typellama
Model Files  1.9 GB   3.8 GB   0.0 GB
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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Doctor Llama 460M2K / 0 GB50
TeenyTinyLlama 460M2K / 1.9 GB109811
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Note: green Score (e.g. "73.2") means that the model is better than mmoreirast/TeenyTinyLlama-Doc-460m-Chat.

Rank the TeenyTinyLlama Doc 460M Chat 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 v20241124
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