qwen2.5-instruct#

  • Context Length: 32768

  • Model Name: qwen2.5-instruct

  • Languages: en, zh

  • Abilities: chat, tools

  • Description: Qwen2.5 is the latest series of Qwen large language models. For Qwen2.5, we release a number of base language models and instruction-tuned language models ranging from 0.5 to 72 billion parameters.

Specifications#

Model Spec 1 (pytorch, 0_5 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 0_5

  • Quantizations: 4-bit, 8-bit, none

  • Engines: vLLM, Transformers, SGLang (vLLM and SGLang only available for quantization none)

  • Model ID: Qwen/Qwen2.5-0.5B-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-engine ${engine} --model-name qwen2.5-instruct --size-in-billions 0_5 --model-format pytorch --quantization ${quantization}

Model Spec 2 (pytorch, 1_5 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 1_5

  • Quantizations: 4-bit, 8-bit, none

  • Engines: vLLM, Transformers, SGLang (vLLM and SGLang only available for quantization none)

  • Model ID: Qwen/Qwen2.5-1.5B-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-engine ${engine} --model-name qwen2.5-instruct --size-in-billions 1_5 --model-format pytorch --quantization ${quantization}

Model Spec 3 (pytorch, 3 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 3

  • Quantizations: 4-bit, 8-bit, none

  • Engines: vLLM, Transformers, SGLang (vLLM and SGLang only available for quantization none)

  • Model ID: Qwen/Qwen2.5-3B-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-engine ${engine} --model-name qwen2.5-instruct --size-in-billions 3 --model-format pytorch --quantization ${quantization}

Model Spec 4 (pytorch, 7 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 7

  • Quantizations: 4-bit, 8-bit, none

  • Engines: vLLM, Transformers, SGLang (vLLM and SGLang only available for quantization none)

  • Model ID: Qwen/Qwen2.5-7B-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-engine ${engine} --model-name qwen2.5-instruct --size-in-billions 7 --model-format pytorch --quantization ${quantization}

Model Spec 5 (pytorch, 14 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 14

  • Quantizations: 4-bit, 8-bit, none

  • Engines: vLLM, Transformers, SGLang (vLLM and SGLang only available for quantization none)

  • Model ID: Qwen/Qwen2.5-14B-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-engine ${engine} --model-name qwen2.5-instruct --size-in-billions 14 --model-format pytorch --quantization ${quantization}

Model Spec 6 (pytorch, 32 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 32

  • Quantizations: 4-bit, 8-bit, none

  • Engines: vLLM, Transformers, SGLang (vLLM and SGLang only available for quantization none)

  • Model ID: Qwen/Qwen2.5-32B-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-engine ${engine} --model-name qwen2.5-instruct --size-in-billions 32 --model-format pytorch --quantization ${quantization}

Model Spec 7 (pytorch, 72 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 72

  • Quantizations: 4-bit, 8-bit, none

  • Engines: vLLM, Transformers, SGLang (vLLM and SGLang only available for quantization none)

  • Model ID: Qwen/Qwen2.5-72B-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-engine ${engine} --model-name qwen2.5-instruct --size-in-billions 72 --model-format pytorch --quantization ${quantization}

Model Spec 8 (gptq, 0_5 Billion)#

  • Model Format: gptq

  • Model Size (in billions): 0_5

  • Quantizations: Int4, Int8

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-0.5B-Instruct-GPTQ-{quantization}

  • 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 qwen2.5-instruct --size-in-billions 0_5 --model-format gptq --quantization ${quantization}

Model Spec 9 (gptq, 1_5 Billion)#

  • Model Format: gptq

  • Model Size (in billions): 1_5

  • Quantizations: Int4, Int8

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-1.5B-Instruct-GPTQ-{quantization}

  • 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 qwen2.5-instruct --size-in-billions 1_5 --model-format gptq --quantization ${quantization}

Model Spec 10 (gptq, 3 Billion)#

  • Model Format: gptq

  • Model Size (in billions): 3

  • Quantizations: Int4, Int8

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-3B-Instruct-GPTQ-{quantization}

  • 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 qwen2.5-instruct --size-in-billions 3 --model-format gptq --quantization ${quantization}

Model Spec 11 (gptq, 7 Billion)#

  • Model Format: gptq

  • Model Size (in billions): 7

  • Quantizations: Int4, Int8

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-7B-Instruct-GPTQ-{quantization}

  • 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 qwen2.5-instruct --size-in-billions 7 --model-format gptq --quantization ${quantization}

Model Spec 12 (gptq, 14 Billion)#

  • Model Format: gptq

  • Model Size (in billions): 14

  • Quantizations: Int4, Int8

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-14B-Instruct-GPTQ-{quantization}

  • 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 qwen2.5-instruct --size-in-billions 14 --model-format gptq --quantization ${quantization}

Model Spec 13 (gptq, 32 Billion)#

  • Model Format: gptq

  • Model Size (in billions): 32

  • Quantizations: Int4, Int8

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-32B-Instruct-GPTQ-{quantization}

  • 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 qwen2.5-instruct --size-in-billions 32 --model-format gptq --quantization ${quantization}

Model Spec 14 (gptq, 72 Billion)#

  • Model Format: gptq

  • Model Size (in billions): 72

  • Quantizations: Int4, Int8

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-72B-Instruct-GPTQ-{quantization}

  • 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 qwen2.5-instruct --size-in-billions 72 --model-format gptq --quantization ${quantization}

Model Spec 15 (awq, 0_5 Billion)#

  • Model Format: awq

  • Model Size (in billions): 0_5

  • Quantizations: Int4

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-0.5B-Instruct-AWQ

  • 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 qwen2.5-instruct --size-in-billions 0_5 --model-format awq --quantization ${quantization}

Model Spec 16 (awq, 1_5 Billion)#

  • Model Format: awq

  • Model Size (in billions): 1_5

  • Quantizations: Int4

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-1.5B-Instruct-AWQ

  • 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 qwen2.5-instruct --size-in-billions 1_5 --model-format awq --quantization ${quantization}

Model Spec 17 (awq, 3 Billion)#

  • Model Format: awq

  • Model Size (in billions): 3

  • Quantizations: Int4

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-3B-Instruct-AWQ

  • 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 qwen2.5-instruct --size-in-billions 3 --model-format awq --quantization ${quantization}

Model Spec 18 (awq, 7 Billion)#

  • Model Format: awq

  • Model Size (in billions): 7

  • Quantizations: Int4

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-7B-Instruct-AWQ

  • 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 qwen2.5-instruct --size-in-billions 7 --model-format awq --quantization ${quantization}

Model Spec 19 (awq, 14 Billion)#

  • Model Format: awq

  • Model Size (in billions): 14

  • Quantizations: Int4

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-14B-Instruct-AWQ

  • 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 qwen2.5-instruct --size-in-billions 14 --model-format awq --quantization ${quantization}

Model Spec 20 (awq, 32 Billion)#

  • Model Format: awq

  • Model Size (in billions): 32

  • Quantizations: Int4

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-32B-Instruct-AWQ

  • 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 qwen2.5-instruct --size-in-billions 32 --model-format awq --quantization ${quantization}

Model Spec 21 (awq, 72 Billion)#

  • Model Format: awq

  • Model Size (in billions): 72

  • Quantizations: Int4

  • Engines: vLLM, Transformers, SGLang

  • Model ID: Qwen/Qwen2.5-72B-Instruct-AWQ

  • 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 qwen2.5-instruct --size-in-billions 72 --model-format awq --quantization ${quantization}

Model Spec 22 (ggufv2, 0_5 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 0_5

  • Quantizations: q2_k, q3_k_m, q4_0, q4_k_m, q5_0, q5_k_m, q6_k, q8_0

  • Engines: llama.cpp

  • Model ID: Qwen/Qwen2.5-0.5B-Instruct-GGUF

  • 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 qwen2.5-instruct --size-in-billions 0_5 --model-format ggufv2 --quantization ${quantization}

Model Spec 23 (ggufv2, 1_5 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 1_5

  • Quantizations: q2_k, q3_k_m, q4_0, q4_k_m, q5_0, q5_k_m, q6_k, q8_0

  • Engines: llama.cpp

  • Model ID: Qwen/Qwen2.5-1.5B-Instruct-GGUF

  • 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 qwen2.5-instruct --size-in-billions 1_5 --model-format ggufv2 --quantization ${quantization}

Model Spec 24 (ggufv2, 3 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 3

  • Quantizations: q2_k, q3_k_m, q4_0, q4_k_m, q5_0, q5_k_m, q6_k, q8_0

  • Engines: llama.cpp

  • Model ID: Qwen/Qwen2.5-3B-Instruct-GGUF

  • 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 qwen2.5-instruct --size-in-billions 3 --model-format ggufv2 --quantization ${quantization}

Model Spec 25 (ggufv2, 7 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 7

  • Quantizations: q2_k, q3_k_m, q4_0, q4_k_m, q5_0, q5_k_m, q6_k, q8_0

  • Engines: llama.cpp

  • Model ID: Qwen/Qwen2.5-7B-Instruct-GGUF

  • 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 qwen2.5-instruct --size-in-billions 7 --model-format ggufv2 --quantization ${quantization}

Model Spec 26 (ggufv2, 14 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 14

  • Quantizations: q2_k, q3_k_m, q4_0, q4_k_m, q5_0, q5_k_m, q6_k, q8_0

  • Engines: llama.cpp

  • Model ID: Qwen/Qwen2.5-14B-Instruct-GGUF

  • 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 qwen2.5-instruct --size-in-billions 14 --model-format ggufv2 --quantization ${quantization}

Model Spec 27 (ggufv2, 32 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 32

  • Quantizations: q2_k, q3_k_m, q4_0, q4_k_m, q5_0, q5_k_m, q6_k, q8_0

  • Engines: llama.cpp

  • Model ID: Qwen/Qwen2.5-32B-Instruct-GGUF

  • 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 qwen2.5-instruct --size-in-billions 32 --model-format ggufv2 --quantization ${quantization}

Model Spec 28 (ggufv2, 72 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 72

  • Quantizations: q2_k, q3_k_m, q4_0, q4_k_m, q5_0, q5_k_m, q6_k, q8_0, fp16

  • Engines: llama.cpp

  • Model ID: Qwen/Qwen2.5-72B-Instruct-GGUF

  • 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 qwen2.5-instruct --size-in-billions 72 --model-format ggufv2 --quantization ${quantization}

Model Spec 29 (mlx, 0_5 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 0_5

  • Quantizations: 4-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-0.5B-Instruct-4bit

  • 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 qwen2.5-instruct --size-in-billions 0_5 --model-format mlx --quantization ${quantization}

Model Spec 30 (mlx, 0_5 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 0_5

  • Quantizations: 8-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-0.5B-Instruct-8bit

  • 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 qwen2.5-instruct --size-in-billions 0_5 --model-format mlx --quantization ${quantization}

Model Spec 31 (mlx, 0_5 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 0_5

  • Quantizations: none

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-0.5B-Instruct-bf16

  • 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 qwen2.5-instruct --size-in-billions 0_5 --model-format mlx --quantization ${quantization}

Model Spec 32 (mlx, 1_5 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 1_5

  • Quantizations: 4-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-1.5B-Instruct-4bit

  • 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 qwen2.5-instruct --size-in-billions 1_5 --model-format mlx --quantization ${quantization}

Model Spec 33 (mlx, 1_5 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 1_5

  • Quantizations: 8-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-1.5B-Instruct-8bit

  • 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 qwen2.5-instruct --size-in-billions 1_5 --model-format mlx --quantization ${quantization}

Model Spec 34 (mlx, 1_5 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 1_5

  • Quantizations: none

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-1.5B-Instruct-bf16

  • 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 qwen2.5-instruct --size-in-billions 1_5 --model-format mlx --quantization ${quantization}

Model Spec 35 (mlx, 3 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 3

  • Quantizations: 4-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-3B-Instruct-4bit

  • 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 qwen2.5-instruct --size-in-billions 3 --model-format mlx --quantization ${quantization}

Model Spec 36 (mlx, 3 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 3

  • Quantizations: 8-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-3B-Instruct-8bit

  • 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 qwen2.5-instruct --size-in-billions 3 --model-format mlx --quantization ${quantization}

Model Spec 37 (mlx, 3 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 3

  • Quantizations: none

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-3B-Instruct-bf16

  • 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 qwen2.5-instruct --size-in-billions 3 --model-format mlx --quantization ${quantization}

Model Spec 38 (mlx, 7 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 7

  • Quantizations: 4-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-7B-Instruct-4bit

  • 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 qwen2.5-instruct --size-in-billions 7 --model-format mlx --quantization ${quantization}

Model Spec 39 (mlx, 7 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 7

  • Quantizations: 8-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-7B-Instruct-8bit

  • 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 qwen2.5-instruct --size-in-billions 7 --model-format mlx --quantization ${quantization}

Model Spec 40 (mlx, 7 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 7

  • Quantizations: none

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-7B-Instruct-bf16

  • 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 qwen2.5-instruct --size-in-billions 7 --model-format mlx --quantization ${quantization}

Model Spec 41 (mlx, 14 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 14

  • Quantizations: 4-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-14B-Instruct-4bit

  • 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 qwen2.5-instruct --size-in-billions 14 --model-format mlx --quantization ${quantization}

Model Spec 42 (mlx, 14 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 14

  • Quantizations: 8-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-14B-Instruct-8bit

  • 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 qwen2.5-instruct --size-in-billions 14 --model-format mlx --quantization ${quantization}

Model Spec 43 (mlx, 14 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 14

  • Quantizations: none

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-14B-Instruct-bf16

  • 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 qwen2.5-instruct --size-in-billions 14 --model-format mlx --quantization ${quantization}

Model Spec 44 (mlx, 32 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 32

  • Quantizations: 4-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-32B-Instruct-4bit

  • 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 qwen2.5-instruct --size-in-billions 32 --model-format mlx --quantization ${quantization}

Model Spec 45 (mlx, 32 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 32

  • Quantizations: 8-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-32B-Instruct-8bit

  • 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 qwen2.5-instruct --size-in-billions 32 --model-format mlx --quantization ${quantization}

Model Spec 46 (mlx, 32 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 32

  • Quantizations: none

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-32B-Instruct-bf16

  • 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 qwen2.5-instruct --size-in-billions 32 --model-format mlx --quantization ${quantization}

Model Spec 47 (mlx, 72 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 72

  • Quantizations: 4-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-72B-Instruct-4bit

  • 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 qwen2.5-instruct --size-in-billions 72 --model-format mlx --quantization ${quantization}

Model Spec 48 (mlx, 72 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 72

  • Quantizations: 8-bit

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-72B-Instruct-8bit

  • 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 qwen2.5-instruct --size-in-billions 72 --model-format mlx --quantization ${quantization}

Model Spec 49 (mlx, 72 Billion)#

  • Model Format: mlx

  • Model Size (in billions): 72

  • Quantizations: none

  • Engines: MLX

  • Model ID: mlx-community/Qwen2.5-72B-Instruct-bf16

  • 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 qwen2.5-instruct --size-in-billions 72 --model-format mlx --quantization ${quantization}
On this page
Show Source