Instructions to use jonl521/modeling_simple with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use jonl521/modeling_simple with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("jonl521/modeling_simple", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download .venv/lib/python3.14/site-packages/numpy/random/bit_generator.pxd from jonl521/modeling_simple: direct link, hf CLI and curl.
- Browser
- Download file 1.2 kB
-
https://huggingface.co/jonl521/modeling_simple/resolve/main/.venv/lib/python3.14/site-packages/numpy/random/bit_generator.pxd
- Command line
-
hf download hf://jonl521/modeling_simple/.venv/lib/python3.14/site-packages/numpy/random/bit_generator.pxd
-
curl -L -o bit_generator.pxd https://huggingface.co/jonl521/modeling_simple/resolve/main/.venv/lib/python3.14/site-packages/numpy/random/bit_generator.pxd
1.2 kB
| cimport numpy as np | |
| from libc.stdint cimport uint32_t, uint64_t | |
| cdef extern from "numpy/random/bitgen.h": | |
| struct bitgen: | |
| void *state | |
| uint64_t (*next_uint64)(void *st) nogil | |
| uint32_t (*next_uint32)(void *st) nogil | |
| double (*next_double)(void *st) nogil | |
| uint64_t (*next_raw)(void *st) nogil | |
| ctypedef bitgen bitgen_t | |
| cdef class BitGenerator(): | |
| cdef readonly object _seed_seq | |
| cdef readonly object lock | |
| cdef bitgen_t _bitgen | |
| cdef readonly object _ctypes | |
| cdef readonly object _cffi | |
| cdef readonly object capsule | |
| cdef class SeedSequence(): | |
| cdef readonly object entropy | |
| cdef readonly tuple spawn_key | |
| cdef readonly Py_ssize_t pool_size | |
| cdef readonly object pool | |
| cdef readonly uint32_t n_children_spawned | |
| cdef mix_entropy(self, np.ndarray[np.npy_uint32, ndim=1] mixer, | |
| np.ndarray[np.npy_uint32, ndim=1] entropy_array) | |
| cdef get_assembled_entropy(self) | |
| cdef class SeedlessSeedSequence: | |
| pass | |
| # NOTE: This has no implementation and should not be used. It purely exists for | |
| # backwards compatibility, see https://github.com/scipy/scipy/issues/24215. | |
| cdef class SeedlessSequence: | |
| pass | |