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Llama3 1B Base by andrijdavid

 »  All LLMs  »  andrijdavid  »  Llama3 1B Base   URL Share it on

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  Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/andrijdavid/Llama3-1B-Base 

Llama3 1B Base Benchmarks

LLME Score: 0.24293
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 1B Base (andrijdavid/Llama3-1B-Base)

Llama3 1B Base Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Natural Language Processing
Applications:
Text generation, Question answering, Sentiment analysis, Translation, Summarization
Limitations:
May generate factually incorrect or biased outputs, Potential for offensive or inappropriate content
Additional Notes 
Model offers a balance between performance and resource usage. It's intended for environments with limited computational resources.
Supported Languages 
en (Proficient)
Safety Evaluation 
Methodologies:
General best practices
Risk Categories:
biase, factual inaccuracy, offensive content
Responsible Ai Considerations 
Mitigation Strategies:
Users and developers are advised to be aware of the model's limitations and take appropriate measures to mitigate them.
Input Output 
Input Format:
tokenized input
Accepted Modalities:
text
Output Format:
textual generation
LLM NameLlama3 1B Base
Repository 🤗https://huggingface.co/andrijdavid/Llama3-1B-Base 
Model Size1b
Required VRAM3.4 GB
Updated2024-12-21
Maintainerandrijdavid
Model Typellama
Instruction-BasedYes
Model Files  3.4 GB: 1-of-1
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-4.0
Context Length8192
Model Max Length8192
Transformers Version4.41.2
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 andrijdavid/Llama3-1B-Base.

Rank the Llama3 1B Base 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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