move limitation of gradio to readme

[VincyZhang]

Type of Change

feature or bug fix or documentation or others
API changed or not

Description

detail description
JIRA ticket: xxx

Expected Behavior & Potential Risk

the expected behavior that triggered by this PR

How has this PR been tested?

how to reproduce the test (including hardware information)

Dependency Change?

any library dependency introduced or removed

[github-actions]

🌩️ Required checks status: Pending 🟡

Groups summary

🟢 Format Scan Tests workflow

Check ID	Status	Error details
format-scan (pylint)	success		✅
format-scan (bandit)	success		✅
format-scan (cloc)	success		✅
format-scan (cpplint)	success		✅

These checks are required after the changes to intel_extension_for_transformers/neural_chat/ui/gradio/basic/README.md, intel_extension_for_transformers/neural_chat/ui/gradio/basic/requirements.txt, .github/workflows/format_scan.yml.

🟢 Optimize Unit Test workflow

Check ID	Status	Error details
optimize-unit-test-baseline	success		✅
optimize-unit-test-PR-test	success		✅
Genreate-OptimizeUT-Report	success		✅

These checks are required after the changes to .github/workflows/unit-test-optimize.yml.

🟡 Neural Speed Unit Test workflow

Check ID	Status	Error details
neural-speed-unit-test	no_status		❓

These checks are required after the changes to .github/workflows/unit-test-neuralspeed.yml.

🟢 NeuralChat Unit Test

Check ID	Status	Error details
neuralchat-unit-test-baseline	success		✅
neuralchat-unit-test-PR-test	success		✅
Generate-NeuralChat-Report	success		✅

These checks are required after the changes to .github/workflows/unit-test-neuralchat.yml, intel_extension_for_transformers/neural_chat/ui/gradio/basic/README.md, intel_extension_for_transformers/neural_chat/ui/gradio/basic/requirements.txt.

🟢 Engine Unit Test workflow

Check ID	Status	Error details
engine-unit-test-baseline	success		✅
engine-unit-test-PR-test	success		✅
Genreate-Engine-Report	success		✅

These checks are required after the changes to .github/workflows/unit-test-engine.yml.

🟢 Windows Binary Test

Check ID	Status	Error details
Windows-Binary-Test	success		✅

These checks are required after the changes to .github/workflows/windows-test.yml.

🟢 LLM Model Test workflow

Check ID	Status	Error details
LLM-Workflow (gpt-j-6b, engine, latency, bf16,int8,fp8)	success		✅
Generate-LLM-Report	success		✅

These checks are required after the changes to .github/workflows/llm-test.yml.

🟢 Chat Bot Test workflow

Check ID	Status	Error details
call-inference-llama-2-7b-chat-hf / inference test	success		✅
call-inference-mpt-7b-chat / inference test	success		✅

These checks are required after the changes to .github/workflows/chatbot-test.yml, .github/workflows/chatbot-inference-llama-2-7b-chat-hf.yml, .github/workflows/chatbot-inference-mpt-7b-chat.yml, .github/workflows/chatbot-finetune-mpt-7b-chat.yml, .github/workflows/chatbot-inference-mpt-7b-chat-hpu.yml, .github/workflows/chatbot-finetune-mpt-7b-chat-hpu.yml, intel_extension_for_transformers/neural_chat/ui/gradio/basic/README.md, intel_extension_for_transformers/neural_chat/ui/gradio/basic/requirements.txt.

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