Kernels:
Trusted publisher
Uploaded using `kernel-builder`.
Browse files
README.md
CHANGED
|
@@ -1,55 +1,29 @@
|
|
| 1 |
---
|
| 2 |
library_name: kernels
|
| 3 |
-
|
| 4 |
-
|
| 5 |
|
| 6 |
-
This is the repository card of
|
| 7 |
|
| 8 |
## How to use
|
| 9 |
-
{% if functions %}
|
| 10 |
|
| 11 |
```python
|
| 12 |
# make sure `kernels` is installed: `pip install -U kernels`
|
| 13 |
from kernels import get_kernel
|
| 14 |
|
| 15 |
-
kernel_module = get_kernel("
|
| 16 |
-
|
| 17 |
|
| 18 |
-
|
| 19 |
```
|
| 20 |
-
{% else %}
|
| 21 |
-
|
| 22 |
-
Usage example not available.
|
| 23 |
-
{% endif %}
|
| 24 |
|
| 25 |
## Available functions
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
- `
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
Function list not available.
|
| 33 |
-
{% endif %}
|
| 34 |
-
{% if layers %}
|
| 35 |
-
|
| 36 |
-
## Available layers
|
| 37 |
-
{% for layer in layers %}
|
| 38 |
-
- `{{ layer }}`
|
| 39 |
-
{% endfor %}
|
| 40 |
-
{% endif %}
|
| 41 |
|
| 42 |
## Benchmarks
|
| 43 |
-
{% if has_benchmark %}
|
| 44 |
-
|
| 45 |
-
Benchmarking script is available for this kernel. Run `kernels benchmark {{ repo_id }} --version {{ version }}`.
|
| 46 |
-
{% else %}
|
| 47 |
|
| 48 |
No benchmark available yet.
|
| 49 |
-
{% endif %}
|
| 50 |
-
{% if upstream %}
|
| 51 |
-
|
| 52 |
-
## Source code
|
| 53 |
-
|
| 54 |
-
Source code of this kernel originally comes from {{ upstream }} and it was repurposed for compatibility with `kernels`.
|
| 55 |
-
{% endif %}
|
|
|
|
| 1 |
---
|
| 2 |
library_name: kernels
|
| 3 |
+
license: mit
|
| 4 |
+
---
|
| 5 |
|
| 6 |
+
This is the repository card of kernels-community/bitsandbytes-mps that has been pushed on the Hub. It was built to be used with the [`kernels` library](https://github.com/huggingface/kernels). This card was automatically generated.
|
| 7 |
|
| 8 |
## How to use
|
|
|
|
| 9 |
|
| 10 |
```python
|
| 11 |
# make sure `kernels` is installed: `pip install -U kernels`
|
| 12 |
from kernels import get_kernel
|
| 13 |
|
| 14 |
+
kernel_module = get_kernel("kernels-community/bitsandbytes-mps", version=1)
|
| 15 |
+
quantize_4bit = kernel_module.quantize_4bit
|
| 16 |
|
| 17 |
+
quantize_4bit(...)
|
| 18 |
```
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19 |
|
| 20 |
## Available functions
|
| 21 |
+
- `quantize_4bit`
|
| 22 |
+
- `dequantize_4bit`
|
| 23 |
+
- `gemv_4bit`
|
| 24 |
+
- `gemm_4bit`
|
| 25 |
+
- `linear_4bit`
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
|
| 27 |
## Benchmarks
|
|
|
|
|
|
|
|
|
|
|
|
|
| 28 |
|
| 29 |
No benchmark available yet.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|