deepseek#
Context Length: 4096
Model Name: deepseek
Languages: en, zh
Abilities: generate
Description: DeepSeek LLM, trained from scratch on a vast dataset of 2 trillion tokens in both English and Chinese.
Specifications#
Model Spec 1 (pytorch, 7 Billion)#
Model Format: pytorch
Model Size (in billions): 7
Quantizations: 4-bit, 8-bit, none
Engines: vLLM, Transformers (vLLM only available for quantization none)
Model ID: deepseek-ai/deepseek-llm-7b-base
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-engine ${engine} --model-name deepseek --size-in-billions 7 --model-format pytorch --quantization ${quantization}
Model Spec 2 (pytorch, 67 Billion)#
Model Format: pytorch
Model Size (in billions): 67
Quantizations: 4-bit, 8-bit, none
Engines: vLLM, Transformers (vLLM only available for quantization none)
Model ID: deepseek-ai/deepseek-llm-67b-base
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-engine ${engine} --model-name deepseek --size-in-billions 67 --model-format pytorch --quantization ${quantization}
Model Spec 3 (ggufv2, 7 Billion)#
Model Format: ggufv2
Model Size (in billions): 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
Engines: llama.cpp
Model ID: TheBloke/deepseek-llm-7B-chat-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-engine ${engine} --model-name deepseek --size-in-billions 7 --model-format ggufv2 --quantization ${quantization}
Model Spec 4 (ggufv2, 67 Billion)#
Model Format: ggufv2
Model Size (in billions): 67
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
Engines: llama.cpp
Model ID: TheBloke/deepseek-llm-67b-chat-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-engine ${engine} --model-name deepseek --size-in-billions 67 --model-format ggufv2 --quantization ${quantization}