souvik0306
commited on
Commit
•
3a6b7dc
1
Parent(s):
47e0991
Update README.md
Browse files
README.md
CHANGED
@@ -5,7 +5,7 @@ tags:
|
|
5 |
- instruct
|
6 |
- gpt2
|
7 |
datasets:
|
8 |
-
-
|
9 |
base_model: gpt2
|
10 |
license: apache-2.0
|
11 |
---
|
@@ -13,11 +13,11 @@ license: apache-2.0
|
|
13 |
### Finetuning Overview:
|
14 |
|
15 |
**Model Used:** gpt2
|
16 |
-
**Dataset:**
|
17 |
|
18 |
#### Dataset Insights:
|
19 |
|
20 |
-
No Robots is a high-quality dataset of 10,000 instructions and demonstrations created by skilled human annotators. This data can be used for supervised fine-tuning (SFT) to make language models follow instructions better.
|
21 |
|
22 |
#### Finetuning Details:
|
23 |
|
@@ -36,6 +36,8 @@ With the utilization of [MonsterAPI](https://monsterapi.ai)'s [LLM finetuner](ht
|
|
36 |
- **Learning Rate:** 0.0002
|
37 |
- **Data Split:** 99% train 1% validation
|
38 |
- **Gradient Accumulation Steps:** 4
|
|
|
|
|
39 |
|
40 |
---
|
41 |
Prompt Structure
|
|
|
5 |
- instruct
|
6 |
- gpt2
|
7 |
datasets:
|
8 |
+
- HuggingFaceH4/no_robots
|
9 |
base_model: gpt2
|
10 |
license: apache-2.0
|
11 |
---
|
|
|
13 |
### Finetuning Overview:
|
14 |
|
15 |
**Model Used:** gpt2
|
16 |
+
**Dataset:** HuggingFaceH4/no_robots
|
17 |
|
18 |
#### Dataset Insights:
|
19 |
|
20 |
+
[No Robots](https://huggingface.co/datasets/HuggingFaceH4/no_robots) is a high-quality dataset of 10,000 instructions and demonstrations created by skilled human annotators. This data can be used for supervised fine-tuning (SFT) to make language models follow instructions better.
|
21 |
|
22 |
#### Finetuning Details:
|
23 |
|
|
|
36 |
- **Learning Rate:** 0.0002
|
37 |
- **Data Split:** 99% train 1% validation
|
38 |
- **Gradient Accumulation Steps:** 4
|
39 |
+
- **lora r:** 32
|
40 |
+
- **lora alpha:** 64
|
41 |
|
42 |
---
|
43 |
Prompt Structure
|