Commit
•
a9bbb8c
1
Parent(s):
66c67c9
add mmodel
Browse files
README.md
CHANGED
|
@@ -1,3 +1,23 @@
|
|
| 1 |
---
|
| 2 |
license: openrail
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: openrail
|
| 3 |
---
|
| 4 |
+
|
| 5 |
+
# GPTQ-for-SantaCoder
|
| 6 |
+
Visit [GPTQ-for-SantaCoder](https://github.com/mayank31398/GPTQ-for-SantaCoder) for instructions on how to use the model weights here.
|
| 7 |
+
If you want 4-bit weights, visit [santacoder-GPTQ-4bit-128g](https://huggingface.co/mayank31398/santacoder-GPTQ-4bit-128g).
|
| 8 |
+
|
| 9 |
+
## Results
|
| 10 |
+
| [SantaCoder](https://arxiv.org/abs/2301.03988) | Bits | group-size | memory(MiB) | wikitext2 | ptb | c4 | stack | checkpoint size(MB) |
|
| 11 |
+
| -------------------------------------------------- | ---- | ---------- | ----------- | --------- | ---------- | ---------- | ---------- | ------------------- |
|
| 12 |
+
| FP32 | 32 | - | 4344.722 | 24.927 | 38.574 | 27.779 | 2.619 | 4394 |
|
| 13 |
+
| BF16 | 16 | - | 2173.680 | 24.960 | 38.597 | 27.794 | 2.621 | 2195 |
|
| 14 |
+
| [GPTQ](https://arxiv.org/abs/2210.17323) | 8 | -1 | 1396.548 | 24.936 | 38.592 | 27.785 | 2.619 | 1411 |
|
| 15 |
+
| [GPTQ](https://arxiv.org/abs/2210.17323) | 4 | -1 | 911.384 | 26.581 | 40.717 | 29.232 | 2.658 | 913 |
|
| 16 |
+
| [GPTQ](https://arxiv.org/abs/2210.17323) | 3 | -1 | - | 11761.473 | 7273.338 | 9124.941 | 2485.844 | 789 |
|
| 17 |
+
| [GPTQ](https://arxiv.org/abs/2210.17323) | 2 | -1 | - | 67976.797 | 68994.484 | 73294.438 | 45370.488 | 649 |
|
| 18 |
+
|
| 19 |
+
# License
|
| 20 |
+
The model is licenses under the CodeML Open RAIL-M v0.1 license. You can find the full license [here](https://huggingface.co/spaces/bigcode/license).
|
| 21 |
+
|
| 22 |
+
# Acknowledgements
|
| 23 |
+
Thanks to everyone in BigCode who worked so hard to create these code models.
|
model.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:401219c6dc5fd1c31432f302deab28b846708e0da4751eb99e63bfe176d909bf
|
| 3 |
+
size 1445157357
|