Llama 3.2 3B Instruct Frog by phamhai

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Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational   En   Fc   Function calling   Function calling   Functions   Generation   Instruct   Llama   Pytorch   Rag   Region:us   Rewriting   Safetensors   Sharded   Summarization   Vi   Vietnamese   Vllm

Llama 3.2 3B Instruct Frog Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.2 3B Instruct Frog (phamhai/Llama-3.2-3B-Instruct-Frog)

Llama 3.2 3B Instruct Frog Parameters and Internals

LLM NameLlama 3.2 3B Instruct Frog
Repository ๐Ÿค—https://huggingface.co/phamhai/Llama-3.2-3B-Instruct-Frog 
Base Model(s)  meta-llama/Llama-3.2-3B-Instruct   meta-llama/Llama-3.2-3B-Instruct
Model Size3b
Required VRAM6.5 GB
Updated2024-12-06
Maintainerphamhai
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.5 GB: 2-of-2
Supported Languagesen vi
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.45.0.dev0
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 phamhai/Llama-3.2-3B-Instruct-Frog.

Rank the Llama 3.2 3B Instruct Frog 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 v20241124