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Deepseek Coder 6.7B Instruct 3.0bpw H6 EXL2 2 by LoneStriker

 »  All LLMs  »  LoneStriker  »  Deepseek Coder 6.7B Instruct 3.0bpw H6 EXL2 2   URL Share it on

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  Autotrain compatible   Codegen   Conversational   Endpoints compatible   Exl2   Instruct   Llama   Pytorch   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/LoneStriker/deepseek-coder-6.7b-instruct-3.0bpw-h6-exl2-2 

Deepseek Coder 6.7B Instruct 3.0bpw H6 EXL2 2 Benchmarks

LLME Score: 0.15905
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Coder 6.7B Instruct 3.0bpw H6 EXL2 2 (LoneStriker/deepseek-coder-6.7b-instruct-3.0bpw-h6-exl2-2)

Deepseek Coder 6.7B Instruct 3.0bpw H6 EXL2 2 Parameters and Internals

Model Type 
code generation, text generation
Supported Languages 
languages_supported (/languages_supported/), proficiency_levels (/proficiency_levels/)
Training Details 
Data Sources:
project-level code corpus
Data Volume:
2T tokens
Methodology:
fill-in-the-blank task, using a window size of 16K
Context Length:
16000
LLM NameDeepseek Coder 6.7B Instruct 3.0bpw H6 EXL2 2
Repository 🤗https://huggingface.co/LoneStriker/deepseek-coder-6.7b-instruct-3.0bpw-h6-exl2-2 
Model Size7b
Required VRAM2.8 GB
Updated2024-12-22
MaintainerLoneStriker
Model Typellama
Instruction-BasedYes
Model Files  2.8 GB
Quantization Typeexl2
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<|EOT|>
Vocabulary Size32256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/deepseek-coder-6.7b-instruct-3.0bpw-h6-exl2-2.

Rank the Deepseek Coder 6.7B Instruct 3.0bpw H6 EXL2 2 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 v20241217
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