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Deepseek Coder 1.3B Kexer by JetBrains

 »  All LLMs  »  JetBrains  »  Deepseek Coder 1.3B Kexer   URL Share it on

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  Autotrain compatible Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a...   Code   Codegen   Dataset:jetbrains/kexercises   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/JetBrains/deepseek-coder-1.3B-kexer 

Deepseek Coder 1.3B Kexer Benchmarks

LLME Score: 0.1936
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Coder 1.3B Kexer (JetBrains/deepseek-coder-1.3B-kexer)

Deepseek Coder 1.3B Kexer Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
Deviation from Kotlin task format can lead to inaccurate responses.
Considerations:
Developers should perform safety testing and tuning tailored to their specific applications of the model.
Training Details 
Data Sources:
Kotlin Exercices dataset
Data Volume:
3.5M tokens
Hardware Used:
one A100 GPU
Safety Evaluation 
Ethical Considerations:
Deepseek-coder-1.3B-Kexer is a new technology that carries risks with use...potential outputs cannot be predicted in advance, and the model may produce inaccurate or objectionable responses.
LLM NameDeepseek Coder 1.3B Kexer
Repository 🤗https://huggingface.co/JetBrains/deepseek-coder-1.3B-kexer 
Base Model(s)  deepseek-ai/deepseek-coder-1.3b-base   deepseek-ai/deepseek-coder-1.3b-base
Model Size1.3b
Required VRAM2.7 GB
Updated2025-02-22
MaintainerJetBrains
Model Typellama
Model Files  2.7 GB
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.39.2
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than JetBrains/deepseek-coder-1.3B-kexer.

Rank the Deepseek Coder 1.3B Kexer 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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