feat(*): Add internlm3 config

[yingtongxiong]

Motivation

1. Add internlm3 config
2. Support load and resume internlm3 model ckpt in huggingface and internevo format
3. Add internlm3 in feature zoo of readme
4. Add enable_qkv_fusion switch in config
5. Modify the 'INTERNLM2_PUBLIC" to "INTERNLM2"

Modification

1. README.md
2. configs/8B_internlm3.py
3. internlm/initialize/launch.py
4. internlm/model/modeling_internlm2.py
5. internlm/model/registry.py
6. internlm/utils/utils.py

Checklist

Before PR:

• Pre-commit or other linting tools are used to fix the potential lint issues.

[gaoyang07]

TODO(me): update README.md