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Llama3 3B 1.58bit by liminerity

 »  All LLMs  »  liminerity  »  Llama3 3B 1.58bit   URL Share it on

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  Autotrain compatible Base model:finetune:liminerity... Base model:liminerity/llama3-1...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/liminerity/llama3-3b-1.58bit 

Llama3 3B 1.58bit Benchmarks

LLME Score: 0.19043
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 3B 1.58bit (liminerity/llama3-3b-1.58bit)

Llama3 3B 1.58bit Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, trl
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameLlama3 3B 1.58bit
Repository 🤗https://huggingface.co/liminerity/llama3-3b-1.58bit 
Base Model(s)  liminerity/llama3-1bit2   liminerity/llama3-1bit2
Model Size3b
Required VRAM7.8 GB
Updated2025-02-22
Maintainerliminerity
Model Typellama
Model Files  5.0 GB: 1-of-2   2.8 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.41.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than liminerity/llama3-3b-1.58bit.

Rank the Llama3 3B 1.58bit 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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