Symbol LLM 13B Instruct By Symbol-LLM: Benchmarks, Features and Detailed Analysis. Insights on Symbol LLM 13B Instruct.

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

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

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 Name	Symbol LLM 13B Instruct
Repository 🤗	https://huggingface.co/Symbol-LLM/Symbol-LLM-13B-Instruct
Model Size	13b
Required VRAM	26 GB
Updated	2025-06-01
Maintainer	Symbol-LLM
Model Type	llama
Instruction-Based	Yes
Model Files	9.9 GB: 1-of-3 9.9 GB: 2-of-3 6.2 GB: 3-of-3
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	2048
Model Max Length	2048
Transformers Version	4.31.0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32001
Torch Data Type	bfloat16

Best Alternatives to Symbol LLM 13B Instruct

Best Alternatives	Context / RAM	Downloads	Likes
CodeLlama 13B Instruct Hf	16K / 26 GB	220345	146
NexusRaven V2 13B	16K / 26 GB	2999	466
CodeLlama 13B MORepair	16K / 26 GB	16	2
CodeLlama 13B Instruct Hf	16K / 26 GB	2312	21
TableLLM 13B	16K / 26 GB	738	28
NexusRaven 13B	16K / 26 GB	42	103
Panda Coder 13B	16K / 26 GB	53	13
... Llama 2 13B Instruct Text2sql	16K / 26 GB	66	27
Gen Sim	16K / 0.3 GB	23	2
Llama 3 13B Instruct Ft	8K / 26.1 GB	38	2

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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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241227

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Symbol LLM 13B Instruct by Symbol-LLM

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Symbol LLM 13B Instruct Benchmarks

Symbol LLM 13B Instruct Parameters and Internals

Best Alternatives to Symbol LLM 13B Instruct

Rank the Symbol LLM 13B Instruct Capabilities

What open-source LLMs or SLMs are you in search of? 47770 in total.