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Symbol LLM 7B Instruct by Symbol-LLM

 »  All LLMs  »  Symbol-LLM  »  Symbol LLM 7B Instruct   URL Share it on

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  Arxiv:2311.09278   Autotrain compatible   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Symbol-LLM/Symbol-LLM-7B-Instruct 

Symbol LLM 7B Instruct Benchmarks

LLME Score: 0.13721
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Symbol LLM 7B Instruct (Symbol-LLM/Symbol-LLM-7B-Instruct)

Symbol LLM 7B Instruct Parameters and Internals

Additional Notes 
The work is under review.
LLM NameSymbol LLM 7B Instruct
Repository 🤗https://huggingface.co/Symbol-LLM/Symbol-LLM-7B-Instruct 
Model Size7b
Required VRAM13.5 GB
Updated2025-06-01
MaintainerSymbol-LLM
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Symbol-LLM/Symbol-LLM-7B-Instruct.

Rank the Symbol LLM 7B Instruct 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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