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Symbol LLM 13B Instruct by Symbol-LLM

 »  All LLMs  »  Symbol-LLM  »  Symbol LLM 13B Instruct   URL Share it on

  19   
  Arxiv:2311.09278   Autotrain compatible   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Symbol-LLM/Symbol-LLM-13B-Instruct 

Symbol LLM 13B Instruct Benchmarks

LLME Score: 0.14911
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Symbol LLM 13B Instruct (Symbol-LLM/Symbol-LLM-13B-Instruct)

Symbol LLM 13B Instruct Parameters and Internals

Additional Notes 
Work is under review. The symbolic data collection will be public soon.
Release Notes 
Version:
7B / 13B
Notes:
Symbol-LLM series models (7B / 13B) have been made public.
LLM NameSymbol LLM 13B Instruct
Repository 🤗https://huggingface.co/Symbol-LLM/Symbol-LLM-13B-Instruct 
Model Size13b
Required VRAM26 GB
Updated2025-02-22
MaintainerSymbol-LLM
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
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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Context / RAM
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Likes
NexusRaven V2 13B16K / 26 GB3931466
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NexusRaven 13B16K / 26 GB163102
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... Llama 2 13B Instruct Text2sql16K / 26 GB20627
Gen Sim16K / 0.3 GB772
Llama 3 13B Instruct Ft8K / 26.1 GB102
Note: green Score (e.g. "73.2") means that the model is better than Symbol-LLM/Symbol-LLM-13B-Instruct.

Rank the Symbol LLM 13B 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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