LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

DeciLM 6B by Deci

 »  All LLMs  »  Deci  »  DeciLM 6B   URL Share it on

  549   
  Arxiv:2104.09864   Arxiv:2106.09685   Arxiv:2305.13245   Autotrain compatible   Custom code Dataset:cerebras/slimpajama-62...   Deci   Deci ai   Decilm   En   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Deci/DeciLM-6b 

DeciLM 6B Benchmarks

LLME Score: 0.15393
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeciLM 6B (Deci/DeciLM-6b)

DeciLM 6B Parameters and Internals

Model Type 
auto-regressive, text generation
Use Cases 
Areas:
commercial, research
Supported Languages 
English (high)
Training Details 
Data Sources:
SlimPajama-627B
Methodology:
Neural Architecture Search-based technology, AutoNAC
Context Length:
4096
Model Architecture:
optimized transformer decoder with variable Grouped-Query Attention
Input Output 
Accepted Modalities:
text
LLM NameDeciLM 6B
Repository 🤗https://huggingface.co/Deci/DeciLM-6b 
Model Size6b
Required VRAM11.5 GB
Updated2025-02-22
MaintainerDeci
Model Typedeci
Model Files  5.0 GB: 1-of-3   4.9 GB: 2-of-3   1.6 GB: 3-of-3
Supported Languagesen
Model ArchitectureDeciLMForCausalLM
Licensellama2|other
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to DeciLM 6B

Best Alternatives
Context / RAM
Downloads
Likes
Barcenas 6B4K / 11.5 GB32251
DeciLM 6B Instruct4K / 11.5 GB314133
DeciLM 6B Qlora Blog Post4K / 11.5 GB140
Dragon Deci 6B V04K / 11.4 GB399
StableGalen 6B4K / 11.5 GB1231
... Hf Open Instruct V1 Blog Post4K / 22.8 GB141
DeciCoder 6B2K / 23.4 GB7633
Note: green Score (e.g. "73.2") means that the model is better than Deci/DeciLM-6b.

Rank the DeciLM 6B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 43470 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer