| |
| import gradio as gr |
| from typing import Type |
|
|
| from ..base import BaseUI |
|
|
|
|
| class Quantization(BaseUI): |
|
|
| group = 'llm_train' |
|
|
| locale_dict = { |
| 'quantization_tab': { |
| 'label': { |
| 'zh': '量化参数设置', |
| 'en': 'Quantization settings' |
| }, |
| }, |
| 'quant_method': { |
| 'label': { |
| 'zh': '量化方式', |
| 'en': 'Quantization method' |
| }, |
| 'info': { |
| 'zh': '如果制定了量化位数，本参数默认为bnb', |
| 'en': 'Default is bnb if quantization_bit is specified' |
| } |
| }, |
| 'quant_bits': { |
| 'label': { |
| 'zh': '量化bit数', |
| 'en': 'Quantization bit' |
| }, |
| 'info': { |
| 'zh': '设置量化bit数, 0代表不进行量化', |
| 'en': 'Set the quantization bit, 0 for no quantization' |
| } |
| }, |
| 'bnb_4bit_compute_dtype': { |
| 'label': { |
| 'zh': '计算数据类型', |
| 'en': 'Computational data type' |
| }, |
| }, |
| 'bnb_4bit_quant_type': { |
| 'label': { |
| 'zh': '量化数据类型', |
| 'en': 'Quantization data type' |
| }, |
| }, |
| 'bnb_4bit_use_double_quant': { |
| 'label': { |
| 'zh': '使用嵌套量化', |
| 'en': 'Use double quantization' |
| }, |
| }, |
| } |
|
|
| @classmethod |
| def do_build_ui(cls, base_tab: Type['BaseUI']): |
| with gr.TabItem(elem_id='quantization_tab'): |
| with gr.Row(): |
| gr.Dropdown(elem_id='quant_bits', value=None) |
| gr.Dropdown(elem_id='quant_method', value=None) |
| gr.Dropdown(elem_id='bnb_4bit_compute_dtype', value=None) |
| gr.Dropdown(elem_id='bnb_4bit_quant_type', value=None) |
| gr.Checkbox(elem_id='bnb_4bit_use_double_quant', value=None) |
|
|
