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Pruned60 Llama 1B by oopere

 »  All LLMs  »  oopere  »  Pruned60 Llama 1B   URL Share it on

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/oopere/pruned60-llama-1b 

Pruned60 Llama 1B Benchmarks

MMLU Pro: 1.92
MUSR: 9.43
BBH: 2.94
IFEval: 18.29 vs 88 (so35)-79.2%
MATH Lvl 5: 0.23
LLME Score: 0.24553
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Pruned60 Llama 1B (oopere/pruned60-llama-1b)

Pruned60 Llama 1B Parameters and Internals

LLM NamePruned60 Llama 1B
Repository 🤗https://huggingface.co/oopere/pruned60-llama-1b 
Base Model(s)  meta-llama/Llama-3.2-1B   meta-llama/Llama-3.2-1B
Model Size1b
Required VRAM1.5 GB
Updated2024-12-22
Maintaineroopere
Model Typellama
Model Files  1.5 GB
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than oopere/pruned60-llama-1b.

Rank the Pruned60 Llama 1B 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 v20241227
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