DevPearl 2x7B by louisbrulenaudet

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  Autotrain compatible Base model:deepseek-ai/deepsee...   Base model:defog/sqlcoder-7b-2 Base model:merge:deepseek-ai/d... Base model:merge:defog/sqlcode...   Codegen Deepseek-ai/deepseek-coder-6.7...   Defog/sqlcoder-7b-2   En   Endpoints compatible   Instruct   Javascript   Lazymergekit   Merge   Mergekit   Mixtral   Moe   Python   Region:us   Safetensors   Sharded   Sql   Tensorflow

DevPearl 2x7B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DevPearl 2x7B (louisbrulenaudet/DevPearl-2x7B)

DevPearl 2x7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model is a Mixture of Experts (MoE) combining specific models for Python, JavaScript, Java, and SQL tasks.
Supported Languages 
en (proficient)
Input Output 
Input Format:
chat
Accepted Modalities:
text
Output Format:
text
LLM NameDevPearl 2x7B
Repository ๐Ÿค—https://huggingface.co/louisbrulenaudet/DevPearl-2x7B 
Base Model(s)  deepseek-ai/deepseek-coder-6.7b-instruct   Sqlcoder 7B 2   deepseek-ai/deepseek-coder-6.7b-instruct   defog/sqlcoder-7b-2
Model Size11.1b
Required VRAM22.3 GB
Updated2025-02-22
Maintainerlouisbrulenaudet
Model Typemixtral
Instruction-BasedYes
Model Files  2.0 GB: 1-of-12   2.0 GB: 2-of-12   2.0 GB: 3-of-12   2.0 GB: 4-of-12   2.0 GB: 5-of-12   2.0 GB: 6-of-12   2.0 GB: 7-of-12   2.0 GB: 8-of-12   2.0 GB: 9-of-12   2.0 GB: 10-of-12   2.0 GB: 11-of-12   0.3 GB: 12-of-12
Supported Languagesen
Generates CodeYes
Model ArchitectureMixtralForCausalLM
Licensecc-by-sa-4.0
Context Length16384
Model Max Length16384
Transformers Version4.37.2
Tokenizer ClassCodeLlamaTokenizer
Padding Token<s>
Vocabulary Size32016
Torch Data Typebfloat16

Rank the DevPearl 2x7B 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