|
--- |
|
base_model: |
|
- CultriX/SeQwence-14Bv1 |
|
- CultriX/Qwestion-14B |
|
- CultriX/Qwen2.5-14B-Wernicke |
|
library_name: transformers |
|
tags: |
|
- mergekit |
|
- merge |
|
license: apache-2.0 |
|
language: |
|
- en |
|
metrics: |
|
- accuracy |
|
pipeline_tag: text-generation |
|
--- |
|
# final_model |
|
|
|
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [CultriX/SeQwence-14Bv1](https://huggingface.co/CultriX/SeQwence-14Bv1) as a base. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [CultriX/Qwestion-14B](https://huggingface.co/CultriX/Qwestion-14B) |
|
* [CultriX/Qwen2.5-14B-Wernicke](https://huggingface.co/CultriX/Qwen2.5-14B-Wernicke) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
base_model: CultriX/SeQwence-14Bv1 |
|
dtype: bfloat16 |
|
merge_method: dare_ties |
|
parameters: |
|
int8_mask: 1.0 |
|
normalize: 1.0 |
|
slices: |
|
- sources: |
|
- layer_range: [0, 48] |
|
model: CultriX/SeQwence-14Bv1 |
|
parameters: |
|
density: [0.9723868064882017, 1.0, 1.0, 1.0, 1.0, 0.9714039829478123] |
|
weight: [0.303941801676895, 0.364404551023674, 0.315900913803921, 0.3276032249804535, |
|
0.32167313684876814, 0.4385348686221433] |
|
- layer_range: [0, 48] |
|
model: CultriX/Qwestion-14B |
|
parameters: |
|
density: [1.0, 0.9914516102369406, 1.0, 0.8035966798672015, 0.8192028457518323, |
|
0.9514479609471497] |
|
weight: [0.23754044230348376, 0.26302919982461254, 0.26313082788173275, 0.17815237275761467, |
|
0.34301750695974753, 0.5374787613924082] |
|
- layer_range: [0, 48] |
|
model: CultriX/Qwen2.5-14B-Wernicke |
|
parameters: |
|
density: [0.9250003667144193, 0.9603820599250329, 0.8766642760655986, 1.0, 0.9993615706551808, |
|
0.7459506348277176] |
|
weight: [0.48038202535582214, 0.5870170049221364, 0.27054455623315504, 0.06016442415521043, |
|
0.4012739361231067, 0.26890177448533076] |
|
``` |
