Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- merge
|
4 |
+
- mergekit
|
5 |
+
- lazymergekit
|
6 |
+
- FelixChao/WestSeverus-7B-DPO-v2
|
7 |
+
- jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B
|
8 |
+
- mlabonne/Daredevil-7B
|
9 |
+
base_model:
|
10 |
+
- FelixChao/WestSeverus-7B-DPO-v2
|
11 |
+
- jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B
|
12 |
+
- mlabonne/Daredevil-7B
|
13 |
+
license: apache-2.0
|
14 |
+
---
|
15 |
+
|
16 |
+
# WONMSeverusDevil-TIES-7B
|
17 |
+
|
18 |
+
WONMSeverusDevil-TIES-7B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
|
19 |
+
* [FelixChao/WestSeverus-7B-DPO-v2](https://huggingface.co/FelixChao/WestSeverus-7B-DPO-v2)
|
20 |
+
* [jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B](https://huggingface.co/jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B)
|
21 |
+
* [mlabonne/Daredevil-7B](https://huggingface.co/mlabonne/Daredevil-7B)
|
22 |
+
|
23 |
+
|
24 |
+
|
25 |
+
```
|
26 |
+
# Open-LLM Benchmark Results:
|
27 |
+
WONMSeverusDevil-TIES-7B LLM AutoEval📑
|
28 |
+
| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
|
29 |
+
|------------------------|------:|------:|---------:|-------:|------:|
|
30 |
+
|WONMSeverusDevil-TIES-7B| 45.26| 77.07| 72.47| 48.85| 60.91|
|
31 |
+
|
32 |
+
|
33 |
+
```
|
34 |
+
|
35 |
+
|
36 |
+
# 🧩 Configuration
|
37 |
+
|
38 |
+
```yaml
|
39 |
+
models:
|
40 |
+
- model: FelixChao/WestSeverus-7B-DPO-v2
|
41 |
+
parameters:
|
42 |
+
density: [1, 0.7, 0.1] # density gradient
|
43 |
+
weight: 1.0
|
44 |
+
- model: jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B
|
45 |
+
parameters:
|
46 |
+
density: 0.65
|
47 |
+
weight: [0, 0.3, 0.7, 1] # weight gradient
|
48 |
+
- model: mlabonne/Daredevil-7B
|
49 |
+
parameters:
|
50 |
+
density: 0.33
|
51 |
+
weight:
|
52 |
+
- filter: mlp
|
53 |
+
value: 0.5
|
54 |
+
- value: 0
|
55 |
+
merge_method: ties
|
56 |
+
base_model: mistralai/Mistral-7B-v0.1
|
57 |
+
parameters:
|
58 |
+
normalize: true
|
59 |
+
int8_mask: true
|
60 |
+
dtype: float16
|
61 |
+
|
62 |
+
```
|