Upload README.md
Browse files
README.md
CHANGED
|
@@ -1,5 +1,31 @@
|
|
| 1 |
-
---
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
license: apache-2.0
|
| 5 |
+
tags:
|
| 6 |
+
- chat
|
| 7 |
+
- qwen
|
| 8 |
+
- instruct
|
| 9 |
+
- lora
|
| 10 |
+
- fine-tuned
|
| 11 |
+
- transformers
|
| 12 |
+
pipeline_tag: text-generation
|
| 13 |
+
library_name: transformers
|
| 14 |
+
---
|
| 15 |
+
|
| 16 |
+
# LoRA Fine-Tuned Qwen2.5-1.5B-Instruct
|
| 17 |
+
|
| 18 |
+
This model is a **LoRA fine-tuned version** of [Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct), optimized for instruction-following tasks.
|
| 19 |
+
|
| 20 |
+
- **Base model:** `Qwen/Qwen2.5-1.5B-Instruct`
|
| 21 |
+
- **Method:** Parameter-efficient fine-tuning with [PEFT (LoRA)](https://huggingface.co/docs/peft)
|
| 22 |
+
- **Framework:** 🤗 Transformers + PEFT
|
| 23 |
+
- **Use case:** Conversational AI, instruction following, Q&A
|
| 24 |
+
|
| 25 |
+
---
|
| 26 |
+
|
| 27 |
+
## 🚀 Usage
|
| 28 |
+
|
| 29 |
+
### Install dependencies
|
| 30 |
+
```bash
|
| 31 |
+
pip install transformers accelerate peft
|