Yi#

  • Context Length: 4096

  • Model Name: Yi

  • Languages: en, zh

  • Abilities: generate

  • Description: The Yi series models are large language models trained from scratch by developers at 01.AI.

Specifications#

Model Spec 1 (ggufv2, 34 Billion)#

  • Model Format: ggufv2

  • Model Size (in billions): 34

  • 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/Yi-34B-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 Yi --size-in-billions 34 --model-format ggufv2 --quantization ${quantization}

Model Spec 2 (pytorch, 6 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 6

  • Quantizations: 4-bit, 8-bit, none

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

  • Model ID: 01-ai/Yi-6B

  • 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 Yi --size-in-billions 6 --model-format pytorch --quantization ${quantization}

Model Spec 3 (pytorch, 9 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 9

  • Quantizations: 4-bit, 8-bit, none

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

  • Model ID: 01-ai/Yi-9B

  • 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 Yi --size-in-billions 9 --model-format pytorch --quantization ${quantization}

Model Spec 4 (pytorch, 34 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 34

  • Quantizations: 4-bit, 8-bit, none

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

  • Model ID: 01-ai/Yi-34B

  • 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 Yi --size-in-billions 34 --model-format pytorch --quantization ${quantization}