Create README.md (#1)
Browse files- Create README.md (e15eeb5e36720de2ecab1b243201448d770aee0c)
Co-authored-by: Shansan Gong <Sansa@users.noreply.huggingface.co>
README.md
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model:
|
| 3 |
+
- apple/DiffuCoder-7B-Base
|
| 4 |
+
tags:
|
| 5 |
+
- code
|
| 6 |
+
- text-diffusion-model
|
| 7 |
+
- diffusion large language model
|
| 8 |
+
license: unknown
|
| 9 |
+
---
|
| 10 |
+
### DiffuCoder-7B-Instruct
|
| 11 |
+
|
| 12 |
+
The DiffuCoder-7B-Instruct model builds on the DiffuCoder-7B-Base checkpoint with instruction-tuning to better follow code-related prompts.
|
| 13 |
+
|
| 14 |
+
- Training recipe: with a newly introduced pad token, we train this model with fixed length conditionally on [OpenCoder-SFT](https://huggingface.co/datasets/OpenCoder-LLM/opc-sft-stage2) data for 5 epochs.
|
| 15 |
+
|
| 16 |
+
- Benchmarks: Demonstrates stronger instruction-following capabilities than the Base model.
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
#### More details and usage examples:
|
| 20 |
+
|
| 21 |
+
- Paper: [DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation](https://arxiv.org/abs/2506.20639)
|
| 22 |
+
|
| 23 |
+
- GitHub: https://github.com/apple/ml-diffucoder
|
| 24 |
+
|
| 25 |
+
#### Acknowledgement
|
| 26 |
+
To power this HuggingFace model release, we reuse [Dream](https://huggingface.co/Dream-org/Dream-v0-Base-7B)'s modeling architecture and generation utils.
|