|
--- |
|
base_model: |
|
- cgato/L3-TheSpice-8b-v0.8.3 |
|
- NousResearch/Hermes-2-Pro-Llama-3-8B |
|
- openlynn/Llama-3-Soliloquy-8B-v2 |
|
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [openlynn/Llama-3-Soliloquy-8B-v2](https://huggingface.co/openlynn/Llama-3-Soliloquy-8B-v2) as a base. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [cgato/L3-TheSpice-8b-v0.8.3](https://huggingface.co/cgato/L3-TheSpice-8b-v0.8.3) |
|
* [NousResearch/Hermes-2-Pro-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
base_model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
dtype: bfloat16 |
|
merge_method: dare_ties |
|
parameters: |
|
int8_mask: 1.0 |
|
normalize: 0.0 |
|
slices: |
|
- sources: |
|
- layer_range: [0, 4] |
|
model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
parameters: |
|
density: 1.0 |
|
weight: 0.6861808716092435 |
|
- layer_range: [0, 4] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 0.6628290134113985 |
|
weight: 0.5815923052193855 |
|
- layer_range: [0, 4] |
|
model: NousResearch/Hermes-2-Pro-Llama-3-8B |
|
parameters: |
|
density: 1.0 |
|
weight: 0.5113886163963061 |
|
- sources: |
|
- layer_range: [4, 8] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 0.892655547455918 |
|
weight: 0.038732602391021484 |
|
- layer_range: [4, 8] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 1.0 |
|
weight: 0.1982145486303527 |
|
- layer_range: [4, 8] |
|
model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
parameters: |
|
density: 1.0 |
|
weight: 0.6843011350690802 |
|
- sources: |
|
- layer_range: [8, 12] |
|
model: NousResearch/Hermes-2-Pro-Llama-3-8B |
|
parameters: |
|
density: 0.7817511027396784 |
|
weight: 0.13053333213489704 |
|
- layer_range: [8, 12] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 0.6963703515864826 |
|
weight: 0.20525481492667985 |
|
- layer_range: [8, 12] |
|
model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
parameters: |
|
density: 0.6983086326765777 |
|
weight: 0.5843953969574106 |
|
- sources: |
|
- layer_range: [12, 16] |
|
model: NousResearch/Hermes-2-Pro-Llama-3-8B |
|
parameters: |
|
density: 0.9632895768462915 |
|
weight: 0.2101146706607748 |
|
- layer_range: [12, 16] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 0.597557434542081 |
|
weight: 0.6728172621848589 |
|
- layer_range: [12, 16] |
|
model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
parameters: |
|
density: 0.756263557607837 |
|
weight: 0.2581423726361908 |
|
- sources: |
|
- layer_range: [16, 20] |
|
model: NousResearch/Hermes-2-Pro-Llama-3-8B |
|
parameters: |
|
density: 1.0 |
|
weight: 0.2116035543552448 |
|
- layer_range: [16, 20] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 1.0 |
|
weight: 0.22654226422958418 |
|
- layer_range: [16, 20] |
|
model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
parameters: |
|
density: 0.8925914810507647 |
|
weight: 0.42243766315440867 |
|
- sources: |
|
- layer_range: [20, 24] |
|
model: NousResearch/Hermes-2-Pro-Llama-3-8B |
|
parameters: |
|
density: 0.7697608089825734 |
|
weight: 0.1535118632140203 |
|
- layer_range: [20, 24] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 0.9886758076773643 |
|
weight: 0.3305040603868546 |
|
- layer_range: [20, 24] |
|
model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
parameters: |
|
density: 1.0 |
|
weight: 0.40670083428654535 |
|
- sources: |
|
- layer_range: [24, 28] |
|
model: NousResearch/Hermes-2-Pro-Llama-3-8B |
|
parameters: |
|
density: 1.0 |
|
weight: 0.4542810478500622 |
|
- layer_range: [24, 28] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 0.8330662483310117 |
|
weight: 0.2587495367324508 |
|
- layer_range: [24, 28] |
|
model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
parameters: |
|
density: 0.9845313983551542 |
|
weight: 0.40378452705975915 |
|
- sources: |
|
- layer_range: [28, 32] |
|
model: NousResearch/Hermes-2-Pro-Llama-3-8B |
|
parameters: |
|
density: 1.0 |
|
weight: 0.2951962192288415 |
|
- layer_range: [28, 32] |
|
model: cgato/L3-TheSpice-8b-v0.8.3 |
|
parameters: |
|
density: 0.960315594933433 |
|
weight: 0.13142971773782525 |
|
- layer_range: [28, 32] |
|
model: openlynn/Llama-3-Soliloquy-8B-v2 |
|
parameters: |
|
density: 1.0 |
|
weight: 0.30838472094518804 |
|
|
|
``` |
|
|