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deepseek-coder-instruct#

  • Context Length: 4096

  • Model Name: deepseek-coder-instruct

  • Languages: en, zh

  • Abilities: chat

  • Description: deepseek-coder-instruct is a model initialized from deepseek-coder-base and fine-tuned on 2B tokens of instruction data.

Specifications#

Model Spec 1 (pytorch, 1_3 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 1_3

  • Quantizations: 4-bit, 8-bit, none

  • Model ID: deepseek-ai/deepseek-coder-1.3b-instruct

  • Model Hubs: Hugging Face, ModelScope

Execute the following command to launch the model, remember to replace ${quantization} with your chosen quantization method from the options listed above:

xinference launch --model-name deepseek-coder-instruct --size-in-billions 1_3 --model-format pytorch --quantization ${quantization}

Model Spec 2 (pytorch, 6_7 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 6_7

  • Quantizations: 4-bit, 8-bit, none

  • Model ID: deepseek-ai/deepseek-coder-6.7b-instruct

  • Model Hubs: Hugging Face, ModelScope

Execute the following command to launch the model, remember to replace ${quantization} with your chosen quantization method from the options listed above:

xinference launch --model-name deepseek-coder-instruct --size-in-billions 6_7 --model-format pytorch --quantization ${quantization}

Model Spec 3 (pytorch, 33 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 33

  • Quantizations: 4-bit, 8-bit, none

  • Model ID: deepseek-ai/deepseek-coder-33b-instruct

  • Model Hubs: Hugging Face, ModelScope

Execute the following command to launch the model, remember to replace ${quantization} with your chosen quantization method from the options listed above:

xinference launch --model-name deepseek-coder-instruct --size-in-billions 33 --model-format pytorch --quantization ${quantization}

Model Spec 4 (ggufv2, 1_3 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 1_3

  • Quantizations: Q2_K, Q3_K_L, Q3_K_M, Q3_K_S, Q4_0, Q4_K_M, Q4_K_S, Q5_0, Q5_K_M, Q5_K_S, Q6_K, Q8_0

  • Model ID: TheBloke/deepseek-coder-1.3b-instruct-GGUF

  • Model Hubs: Hugging Face

Execute the following command to launch the model, remember to replace ${quantization} with your chosen quantization method from the options listed above:

xinference launch --model-name deepseek-coder-instruct --size-in-billions 1_3 --model-format ggufv2 --quantization ${quantization}

Model Spec 5 (ggufv2, 6_7 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 6_7

  • Quantizations: Q2_K, Q3_K_L, Q3_K_M, Q3_K_S, Q4_0, Q4_K_M, Q4_K_S, Q5_0, Q5_K_M, Q5_K_S, Q6_K, Q8_0

  • Model ID: TheBloke/deepseek-coder-6.7B-instruct-GGUF

  • Model Hubs: Hugging Face

Execute the following command to launch the model, remember to replace ${quantization} with your chosen quantization method from the options listed above:

xinference launch --model-name deepseek-coder-instruct --size-in-billions 6_7 --model-format ggufv2 --quantization ${quantization}

Model Spec 6 (ggufv2, 33 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 33

  • Quantizations: Q2_K, Q3_K_L, Q3_K_M, Q3_K_S, Q4_0, Q4_K_M, Q4_K_S, Q5_0, Q5_K_M, Q5_K_S, Q6_K, Q8_0

  • Model ID: TheBloke/deepseek-coder-33B-instruct-GGUF

  • Model Hubs: Hugging Face

Execute the following command to launch the model, remember to replace ${quantization} with your chosen quantization method from the options listed above:

xinference launch --model-name deepseek-coder-instruct --size-in-billions 33 --model-format ggufv2 --quantization ${quantization}
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