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Deepseek Coder 33B Instruct 5.0bpw H6 EXL2 by LoneStriker

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Deepseek Coder 33B Instruct 5.0bpw H6 EXL2 is an open-source language model by LoneStriker. Features: 33b LLM, VRAM: 21.2GB, Context: 16K, License: other, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.11.

  Codegen   Conversational   Endpoints compatible   Exl2   Instruct   Llama   Pytorch   Quantized   Region:us   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LoneStriker/deepseek-coder-33b-instruct-5.0bpw-h6-exl2 

Deepseek Coder 33B Instruct 5.0bpw H6 EXL2 Benchmarks

LLME Score: 0.10635
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 5.0bpw H6 EXL2 (LoneStriker/deepseek-coder-33b-instruct-5.0bpw-h6-exl2)
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Deepseek Coder 33B Instruct 5.0bpw H6 EXL2 Parameters and Internals

Model Type 
code language model, text generation
Use Cases 
Areas:
research, commercial applications
Applications:
project-level code completion, code infilling, multilingual code tasks
Primary Use Cases:
code algorithm development, collaborative programming
Supported Languages 
English (full proficiency), Chinese (full proficiency)
Training Details 
Data Sources:
project-level code corpus
Data Volume:
2T tokens
Methodology:
fill-in-the-blank task
Context Length:
16000
Input Output 
Input Format:
Chat template with role and content
Accepted Modalities:
text
Output Format:
Generated code snippets
LLM NameDeepseek Coder 33B Instruct 5.0bpw H6 EXL2
Repository 🤗https://huggingface.co/LoneStriker/deepseek-coder-33b-instruct-5.0bpw-h6-exl2 
Model Size33b
Required VRAM21.2 GB
Updated2026-04-10
MaintainerLoneStriker
Model Typellama
Instruction-BasedYes
Model Files  8.5 GB: 1-of-3   8.6 GB: 2-of-3   4.1 GB: 3-of-3
Quantization Typeexl2
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.33.1
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typebfloat16

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...er 33B Instruct 4.0bpw H6 EXL216K / 17.1 GB35
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...r 33B Instruct 4.65bpw H6 EXL216K / 19.8 GB21
...er 33B Instruct 3.0bpw H6 EXL216K / 13 GB11
Deepseek Coder 33B Instruct16K / 66.5 GB10247566
Deepseek Wizard 33B Slerp16K / 35.3 GB100
ValidateAI 3 33B Ties16K / 66.5 GB80
ValidateAI 2 33B AT16K / 66.5 GB50
...epseek Coder 33B Instruct GPTQ16K / 17.4 GB535625
...eepseek Coder 33B Instruct AWQ16K / 18.1 GB99640
Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/deepseek-coder-33b-instruct-5.0bpw-h6-exl2.

Rank the Deepseek Coder 33B Instruct 5.0bpw H6 EXL2 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  

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