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Deepseek Coder 6.7B Instruct GGUF by second-state

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Deepseek Coder 6.7B Instruct GGUF is an open-source language model by second-state. Features: 7b LLM, VRAM: 2.5GB, Context: 16K, License: other, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.12.

Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Codegen   Conversational   Gguf   Instruct   Llama   Q2   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/second-state/Deepseek-Coder-6.7B-Instruct-GGUF 

Deepseek Coder 6.7B Instruct GGUF Benchmarks

LLME Score: 0.12121
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 GGUF (second-state/Deepseek-Coder-6.7B-Instruct-GGUF)
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Deepseek Coder 6.7B Instruct GGUF Parameters and Internals

Model Type 
deepseek
LLM NameDeepseek Coder 6.7B Instruct GGUF
Repository 🤗https://huggingface.co/second-state/Deepseek-Coder-6.7B-Instruct-GGUF 
Model NameDeepseek Coder 6.7B Instruct
Model CreatorDeepSeek
Base Model(s)  deepseek-ai/deepseek-coder-6.7b-instruct   deepseek-ai/deepseek-coder-6.7b-instruct
Model Size7b
Required VRAM2.5 GB
Updated2026-04-16
Maintainersecond-state
Model Typedeepseek
Instruction-BasedYes
Model Files  2.5 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.1 GB   3.9 GB   4.7 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.34.1
Vocabulary Size32256
Torch Data Typebfloat16

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...eLlama 7B Instruct Hf 4bit MLX16K / 4.2 GB942
CodelLama7B Inst DPO 7K Mlx16K / 4.2 GB333
...6.7B Instruct 3.0bpw H6 EXL2 216K / 2.8 GB51
...6.7B Instruct 8.0bpw H8 EXL2 216K / 6.8 GB02
... 7B Instruct Nf4 Fp16 Upscaled16K / 13.5 GB50
CodeLlama 7B Instruct Fp1616K / 13.5 GB447
...Llama 7B Instruct Bf16 Sharded16K / 13.5 GB271
...B Instruct V1.5 6.0bpw H6 EXL24K / 5.7 GB32
Note: green Score (e.g. "73.2") means that the model is better than second-state/Deepseek-Coder-6.7B-Instruct-GGUF.

Rank the Deepseek Coder 6.7B Instruct GGUF Capabilities

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Instruction Following and Task Automation  
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