Update README.md
Browse files
README.md
CHANGED
@@ -1,52 +1,52 @@
|
|
1 |
-
---
|
2 |
-
base_model:
|
3 |
-
- inflatebot/MN-12B-Mag-Mell-R1
|
4 |
-
- grimjim/Magnolia-v3-12B
|
5 |
-
library_name: transformers
|
6 |
-
tags:
|
7 |
-
- mergekit
|
8 |
-
- merge
|
9 |
-
pipeline_tag: text-generation
|
10 |
-
---
|
11 |
-
# Magnolia-Mell-v1-12B
|
12 |
-
|
13 |
-
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
|
14 |
-
|
15 |
-
An asymmetric gradient SLERP was used to lightly apply MN-12B-Mag-Mell-R1 to Magnolia-v3-12B.
|
16 |
-
|
17 |
-
Tested for narrative text completion with temperature=1.0 and minP=0.02. Coherence is fairly high, though there may be occasional slips.
|
18 |
-
|
19 |
-
## Merge Details
|
20 |
-
### Merge Method
|
21 |
-
|
22 |
-
This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
|
23 |
-
|
24 |
-
### Models Merged
|
25 |
-
|
26 |
-
The following models were included in the merge:
|
27 |
-
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
|
28 |
-
* [grimjim/Magnolia-v3-12B](https://huggingface.co/grimjim/Magnolia-v3-12B)
|
29 |
-
|
30 |
-
### Configuration
|
31 |
-
|
32 |
-
The following YAML configuration was used to produce this model:
|
33 |
-
|
34 |
-
```yaml
|
35 |
-
base_model: grimjim/Magnolia-v3-12B
|
36 |
-
dtype: bfloat16
|
37 |
-
merge_method: slerp
|
38 |
-
slices:
|
39 |
-
- sources:
|
40 |
-
- model: grimjim/Magnolia-v3-12B
|
41 |
-
layer_range: [0,40]
|
42 |
-
- model: inflatebot/MN-12B-Mag-Mell-R1
|
43 |
-
layer_range: [0,40]
|
44 |
-
parameters:
|
45 |
-
t:
|
46 |
-
- filter: self_attn
|
47 |
-
value: [0.0,0.09]
|
48 |
-
- filter: mlp
|
49 |
-
value: [0.09,0.0]
|
50 |
-
- value: [0.0,0.09]
|
51 |
-
|
52 |
-
```
|
|
|
1 |
+
---
|
2 |
+
base_model:
|
3 |
+
- inflatebot/MN-12B-Mag-Mell-R1
|
4 |
+
- grimjim/Magnolia-v3-12B
|
5 |
+
library_name: transformers
|
6 |
+
tags:
|
7 |
+
- mergekit
|
8 |
+
- merge
|
9 |
+
pipeline_tag: text-generation
|
10 |
+
---
|
11 |
+
# Magnolia-Mell-v1-12B
|
12 |
+
|
13 |
+
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
|
14 |
+
|
15 |
+
An asymmetric gradient SLERP was used to lightly apply MN-12B-Mag-Mell-R1 to Magnolia-v3-12B.
|
16 |
+
|
17 |
+
Tested for narrative text completion with temperature=1.0 and minP=0.02. Coherence is fairly high, though there may be occasional slips. Uf repetition is a problem, raising temperature briefly may help. The model appears to tolerate temperature=2.0 even.
|
18 |
+
|
19 |
+
## Merge Details
|
20 |
+
### Merge Method
|
21 |
+
|
22 |
+
This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
|
23 |
+
|
24 |
+
### Models Merged
|
25 |
+
|
26 |
+
The following models were included in the merge:
|
27 |
+
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
|
28 |
+
* [grimjim/Magnolia-v3-12B](https://huggingface.co/grimjim/Magnolia-v3-12B)
|
29 |
+
|
30 |
+
### Configuration
|
31 |
+
|
32 |
+
The following YAML configuration was used to produce this model:
|
33 |
+
|
34 |
+
```yaml
|
35 |
+
base_model: grimjim/Magnolia-v3-12B
|
36 |
+
dtype: bfloat16
|
37 |
+
merge_method: slerp
|
38 |
+
slices:
|
39 |
+
- sources:
|
40 |
+
- model: grimjim/Magnolia-v3-12B
|
41 |
+
layer_range: [0,40]
|
42 |
+
- model: inflatebot/MN-12B-Mag-Mell-R1
|
43 |
+
layer_range: [0,40]
|
44 |
+
parameters:
|
45 |
+
t:
|
46 |
+
- filter: self_attn
|
47 |
+
value: [0.0,0.09]
|
48 |
+
- filter: mlp
|
49 |
+
value: [0.09,0.0]
|
50 |
+
- value: [0.0,0.09]
|
51 |
+
|
52 |
+
```
|