diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9731d74f0..dcdd50d95 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -223,7 +223,7 @@ As of this release, default backend is set to **diffusers** as its more feature
   - fix lock-ups at very high resolutions  
 - **OpenVINO**, thanks @disty0  
   - **quantization support with NNCF**  
-    run 8 bit directly on your GPU without autocast  
+    run 8 bit directly without autocast  
     enable *OpenVINO Quantize Models with NNCF* from *Compute Settings*  
   - **4-bit support with NNCF**  
     enable *Compress Model weights with NNCF* from *Compute Settings* and set a 4-bit NNCF mode  
diff --git a/modules/shared.py b/modules/shared.py
index babe8cc28..65d188641 100644
--- a/modules/shared.py
+++ b/modules/shared.py
@@ -379,7 +379,7 @@ options_templates.update(options_section(('cuda', "Compute Settings"), {
     "openvino_sep": OptionInfo("<h2>OpenVINO</h2>", "", gr.HTML, {"visible": cmd_opts.use_openvino}),
     "openvino_devices": OptionInfo([], "OpenVINO devices to use", gr.CheckboxGroup, {"choices": get_openvino_device_list() if cmd_opts.use_openvino else [], "visible": cmd_opts.use_openvino}),
     "nncf_quantize": OptionInfo([], "OpenVINO Quantize Models with NNCF", gr.CheckboxGroup, {"choices": ["Model", "VAE", "Text Encoder"], "visible": cmd_opts.use_openvino}),
-    "nncf_quant_mode": OptionInfo("INT8", "OpenVINO Quantization Mode with NNCF", gr.Radio, {"choices": ['INT8', 'FP8_E4M3', 'FP8_E5M2'], "visible": cmd_opts.use_openvino}),
+    "nncf_quant_mode": OptionInfo("INT8", "OpenVINO quantization mode for NNCF", gr.Radio, {"choices": ['INT8', 'FP8_E4M3', 'FP8_E5M2'], "visible": cmd_opts.use_openvino}),
     "nncf_compress_weights_mode": OptionInfo("INT8", "OpenVINO compress mode for NNCF", gr.Radio, {"choices": ['INT8', 'INT8_SYM', 'INT4_ASYM', 'INT4_SYM', 'NF4'], "visible": cmd_opts.use_openvino}),
     "nncf_compress_weights_raito": OptionInfo(1.0, "OpenVINO compress ratio for NNCF", gr.Slider, {"minimum": 0, "maximum": 1, "step": 0.01, "visible": cmd_opts.use_openvino}),
     "openvino_disable_model_caching": OptionInfo(False, "OpenVINO disable model caching", gr.Checkbox, {"visible": cmd_opts.use_openvino}),