Motivation

minicpm支持在310B运行

Modification

修改生成，推理等

Checklist

Before PR:

• [*] The new code needs to comply with the Clean Code specification.
• [*] The PR content is self-checked, and the expression can be clear and the writing standardized

After PR:

• [*] CLA has been signed and all committers have signed the CLA in this PR.
• [*] The ci-pipeline is passed, Code Check is passed.