| | --- |
| | language: |
| | - en |
| | license: apache-2.0 |
| | library_name: cortexnet |
| | tags: |
| | - cortexnet |
| | - llm |
| | - state-space-model |
| | - sparse-attention |
| | --- |
| | |
| | # CortexNet |
| |
|
| | CortexNet is a unified neural architecture implementation for language modeling and reasoning. |
| |
|
| | This Hugging Face model repository is used as the public project card and release artifact index. |
| |
|
| | ## Install |
| |
|
| | ```bash |
| | pip install cortexnet |
| | ``` |
| |
|
| | ## Quickstart |
| |
|
| | ```python |
| | import torch |
| | from cortexnet import CortexNet, CortexNetConfig |
| | |
| | cfg = CortexNetConfig(vocab_size=32000, hidden_size=256, num_layers=4, num_heads=8, lite=True) |
| | model = CortexNet(cfg).eval() |
| | input_ids = torch.randint(0, cfg.vocab_size, (1, 16)) |
| | with torch.no_grad(): |
| | out = model(input_ids) |
| | print(out["logits"].shape) |
| | ``` |
| |
|
| | ## Links |
| |
|
| | - GitHub: https://github.com/chaojixiaokeai/CortexNet |
| | - PyPI: https://pypi.org/project/cortexnet/ |
| | - GitHub Release: https://github.com/chaojixiaokeai/CortexNet/releases |
| | - Docs Hub: https://github.com/chaojixiaokeai/CortexNet/tree/main/docs |
| |
|
| | ## Included Files |
| |
|
| | - `README.md`: this model card |
| | - `PROJECT_README.md`: project root README |
| | - `DOCS_INDEX.md`: bilingual docs index |
| | - `reports/`: release smoke benchmark reports and JSON artifacts |
| |
|
