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Deepseek Coder 33B Instruct AQLM by TechxGenus

 »  All LLMs  »  TechxGenus  »  Deepseek Coder 33B Instruct AQLM   URL Share it on

  4   
  Arxiv:2401.06118   Aqlm   Autotrain compatible   Codegen   Conversational   Endpoints compatible   Instruct   Llama   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/TechxGenus/deepseek-coder-33b-instruct-AQLM 

Deepseek Coder 33B Instruct AQLM Benchmarks

LLME Score: 0.17821
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Coder 33B Instruct AQLM (TechxGenus/deepseek-coder-33b-instruct-AQLM)

Deepseek Coder 33B Instruct AQLM Parameters and Internals

Model Type 
code completion, instruction fine-tuning
Use Cases 
Areas:
research, commercial applications
Applications:
state-of-the-art performance in multiple programming languages, various benchmarks
Primary Use Cases:
project-level code completion, code infilling
Additional Notes 
Deepseek Coder models support commercial use.
Supported Languages 
English (fluent), Chinese (fluent)
Training Details 
Data Sources:
project-level code corpus, 2T tokens including 87% code and 13% natural language in English and Chinese
Data Volume:
2T tokens
Methodology:
fill-in-the-blank task
Context Length:
16000
Input Output 
Accepted Modalities:
text
LLM NameDeepseek Coder 33B Instruct AQLM
Repository 🤗https://huggingface.co/TechxGenus/deepseek-coder-33b-instruct-AQLM 
Model Size33b
Required VRAM9.6 GB
Updated2025-02-05
MaintainerTechxGenus
Model Typellama
Instruction-BasedYes
Model Files  9.6 GB
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<|EOT|>
Vocabulary Size32256
Torch Data Typefloat16

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...er 33B Instruct 4.0bpw H6 EXL216K / 17.1 GB95
...er 33B Instruct 8.0bpw H8 EXL216K / 33.6 GB73
...er 33B Instruct 3.0bpw H6 EXL216K / 13 GB71
...r 33B Instruct 4.65bpw H6 EXL216K / 19.8 GB71
...er 33B Instruct 5.0bpw H6 EXL216K / 21.2 GB61
...eepseek Coder 33B Instruct AWQ16K / 18.1 GB1536534
Note: green Score (e.g. "73.2") means that the model is better than TechxGenus/deepseek-coder-33b-instruct-AQLM.

Rank the Deepseek Coder 33B Instruct AQLM 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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