Hugging Face's logo

Edens-Gate
/
Chunky-Merge-V3

Text Generation
Transformers
Safetensors
mistral
mergekit
Merge
conversational
text-generation-inference
Inference Endpoints
Model card Files Community
Chunky-Merge-V3
File size: 1,923 Bytes 
8094679
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
 
---
base_model:
- intervitens/mini-magnum-12b-v1.1
- grimjim/mistralai-Mistral-Nemo-Instruct-2407
- Gryphe/Pantheon-RP-1.6.1-12b-Nemo
- anthracite-org/magnum-v4-12b
- anthracite-org/magnum-v2.5-12b-kto
- TheDrummer/Rocinante-12B-v1.1
library_name: transformers
tags:
- mergekit
- merge

---
# merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the della_linear merge method using [grimjim/mistralai-Mistral-Nemo-Instruct-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407) as a base.

### Models Merged

The following models were included in the merge:
* [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1)
* [Gryphe/Pantheon-RP-1.6.1-12b-Nemo](https://huggingface.co/Gryphe/Pantheon-RP-1.6.1-12b-Nemo)
* [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b)
* [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto)
* [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Gryphe/Pantheon-RP-1.6.1-12b-Nemo
    parameters:
      weight: 0.35
      density: 0.9
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.25
      density: 0.8
  - model: anthracite-org/magnum-v4-12b
    parameters:
      weight: 0.15
      density: 0.7
  - model: intervitens/mini-magnum-12b-v1.1
    parameters:
      weight: 0.15
      density: 0.6
  - model: anthracite-org/magnum-v2.5-12b-kto
    parameters:
      weight: 0.10
      density: 0.5
merge_method: della_linear
base_model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
parameters:
  epsilon: 0.01
  lambda: 0.8
dtype: bfloat16
tokenizer_source: base
```