|
--- |
|
library_name: transformers |
|
tags: |
|
- mergekit |
|
- merge |
|
base_model: |
|
- CultriX/Qwen2.5-14B-Wernicke |
|
- CultriX/Qwestion-14B |
|
- CultriX/SeQwence-14B |
|
- CultriX/Qwen2.5-14B-MegaMerge-pt2 |
|
- CultriX/SeQwence-14Bv1 |
|
model-index: |
|
- name: SeQwence-14Bv2 |
|
results: |
|
- task: |
|
type: text-generation |
|
name: Text Generation |
|
dataset: |
|
name: IFEval (0-Shot) |
|
type: HuggingFaceH4/ifeval |
|
args: |
|
num_few_shot: 0 |
|
metrics: |
|
- type: inst_level_strict_acc and prompt_level_strict_acc |
|
value: 57.86 |
|
name: strict accuracy |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CultriX/SeQwence-14Bv2 |
|
name: Open LLM Leaderboard |
|
- task: |
|
type: text-generation |
|
name: Text Generation |
|
dataset: |
|
name: BBH (3-Shot) |
|
type: BBH |
|
args: |
|
num_few_shot: 3 |
|
metrics: |
|
- type: acc_norm |
|
value: 46.53 |
|
name: normalized accuracy |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CultriX/SeQwence-14Bv2 |
|
name: Open LLM Leaderboard |
|
- task: |
|
type: text-generation |
|
name: Text Generation |
|
dataset: |
|
name: MATH Lvl 5 (4-Shot) |
|
type: hendrycks/competition_math |
|
args: |
|
num_few_shot: 4 |
|
metrics: |
|
- type: exact_match |
|
value: 21.6 |
|
name: exact match |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CultriX/SeQwence-14Bv2 |
|
name: Open LLM Leaderboard |
|
- task: |
|
type: text-generation |
|
name: Text Generation |
|
dataset: |
|
name: GPQA (0-shot) |
|
type: Idavidrein/gpqa |
|
args: |
|
num_few_shot: 0 |
|
metrics: |
|
- type: acc_norm |
|
value: 14.77 |
|
name: acc_norm |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CultriX/SeQwence-14Bv2 |
|
name: Open LLM Leaderboard |
|
- task: |
|
type: text-generation |
|
name: Text Generation |
|
dataset: |
|
name: MuSR (0-shot) |
|
type: TAUR-Lab/MuSR |
|
args: |
|
num_few_shot: 0 |
|
metrics: |
|
- type: acc_norm |
|
value: 17.55 |
|
name: acc_norm |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CultriX/SeQwence-14Bv2 |
|
name: Open LLM Leaderboard |
|
- task: |
|
type: text-generation |
|
name: Text Generation |
|
dataset: |
|
name: MMLU-PRO (5-shot) |
|
type: TIGER-Lab/MMLU-Pro |
|
config: main |
|
split: test |
|
args: |
|
num_few_shot: 5 |
|
metrics: |
|
- type: acc |
|
value: 48.16 |
|
name: accuracy |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CultriX/SeQwence-14Bv2 |
|
name: Open LLM Leaderboard |
|
--- |
|
# 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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [CultriX/SeQwence-14B](https://huggingface.co/CultriX/SeQwence-14B) as a base. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [CultriX/Qwen2.5-14B-Wernicke](https://huggingface.co/CultriX/Qwen2.5-14B-Wernicke) |
|
* [CultriX/Qwestion-14B](https://huggingface.co/CultriX/Qwestion-14B) |
|
* [CultriX/Qwen2.5-14B-MegaMerge-pt2](https://huggingface.co/CultriX/Qwen2.5-14B-MegaMerge-pt2) |
|
* [CultriX/SeQwence-14Bv1](https://huggingface.co/CultriX/SeQwence-14Bv1) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
base_model: CultriX/SeQwence-14B |
|
dtype: bfloat16 |
|
merge_method: task_arithmetic |
|
parameters: |
|
int8_mask: 1.0 |
|
normalize: 1.0 |
|
slices: |
|
- sources: |
|
- layer_range: [0, 8] |
|
model: CultriX/Qwen2.5-14B-MegaMerge-pt2 |
|
parameters: |
|
weight: 0.6973896126881656 |
|
- layer_range: [0, 8] |
|
model: CultriX/SeQwence-14B |
|
parameters: |
|
weight: 0.25536014932096784 |
|
- layer_range: [0, 8] |
|
model: CultriX/Qwen2.5-14B-Wernicke |
|
parameters: |
|
weight: 0.024099354110818955 |
|
- layer_range: [0, 8] |
|
model: CultriX/SeQwence-14Bv1 |
|
parameters: |
|
weight: 0.062255273414504236 |
|
- layer_range: [0, 8] |
|
model: CultriX/Qwestion-14B |
|
parameters: |
|
weight: 0.19842743525221093 |
|
- sources: |
|
- layer_range: [8, 16] |
|
model: CultriX/Qwen2.5-14B-MegaMerge-pt2 |
|
parameters: |
|
weight: 0.16541251205918317 |
|
- layer_range: [8, 16] |
|
model: CultriX/SeQwence-14B |
|
parameters: |
|
weight: -0.11758222851964711 |
|
- layer_range: [8, 16] |
|
model: CultriX/Qwen2.5-14B-Wernicke |
|
parameters: |
|
weight: 0.026110542928974606 |
|
- layer_range: [8, 16] |
|
model: CultriX/SeQwence-14Bv1 |
|
parameters: |
|
weight: 0.17351317150552764 |
|
- layer_range: [8, 16] |
|
model: CultriX/Qwestion-14B |
|
parameters: |
|
weight: 0.2189587409844403 |
|
- sources: |
|
- layer_range: [16, 24] |
|
model: CultriX/Qwen2.5-14B-MegaMerge-pt2 |
|
parameters: |
|
weight: -0.18585407879293625 |
|
- layer_range: [16, 24] |
|
model: CultriX/SeQwence-14B |
|
parameters: |
|
weight: 0.28979432739572986 |
|
- layer_range: [16, 24] |
|
model: CultriX/Qwen2.5-14B-Wernicke |
|
parameters: |
|
weight: 0.13321246350564858 |
|
- layer_range: [16, 24] |
|
model: CultriX/SeQwence-14Bv1 |
|
parameters: |
|
weight: -0.07525163437282778 |
|
- layer_range: [16, 24] |
|
model: CultriX/Qwestion-14B |
|
parameters: |
|
weight: 0.09939146833918691 |
|
- sources: |
|
- layer_range: [24, 32] |
|
model: CultriX/Qwen2.5-14B-MegaMerge-pt2 |
|
parameters: |
|
weight: 0.20535780306129478 |
|
- layer_range: [24, 32] |
|
model: CultriX/SeQwence-14B |
|
parameters: |
|
weight: 0.23689447247624298 |
|
- layer_range: [24, 32] |
|
model: CultriX/Qwen2.5-14B-Wernicke |
|
parameters: |
|
weight: 0.08595523000213551 |
|
- layer_range: [24, 32] |
|
model: CultriX/SeQwence-14Bv1 |
|
parameters: |
|
weight: 0.32843658569448686 |
|
- layer_range: [24, 32] |
|
model: CultriX/Qwestion-14B |
|
parameters: |
|
weight: 0.5660243716148874 |
|
- sources: |
|
- layer_range: [32, 40] |
|
model: CultriX/Qwen2.5-14B-MegaMerge-pt2 |
|
parameters: |
|
weight: 0.4782495451944288 |
|
- layer_range: [32, 40] |
|
model: CultriX/SeQwence-14B |
|
parameters: |
|
weight: 0.04636896831126347 |
|
- layer_range: [32, 40] |
|
model: CultriX/Qwen2.5-14B-Wernicke |
|
parameters: |
|
weight: -0.20847472991447114 |
|
- layer_range: [32, 40] |
|
model: CultriX/SeQwence-14Bv1 |
|
parameters: |
|
weight: -0.13710751148654265 |
|
- layer_range: [32, 40] |
|
model: CultriX/Qwestion-14B |
|
parameters: |
|
weight: 0.04879517930226218 |
|
- sources: |
|
- layer_range: [40, 48] |
|
model: CultriX/Qwen2.5-14B-MegaMerge-pt2 |
|
parameters: |
|
weight: 0.24947640644399857 |
|
- layer_range: [40, 48] |
|
model: CultriX/SeQwence-14B |
|
parameters: |
|
weight: 0.27995726695330514 |
|
- layer_range: [40, 48] |
|
model: CultriX/Qwen2.5-14B-Wernicke |
|
parameters: |
|
weight: 0.29376471224311385 |
|
- layer_range: [40, 48] |
|
model: CultriX/SeQwence-14Bv1 |
|
parameters: |
|
weight: 0.11668812856147562 |
|
- layer_range: [40, 48] |
|
model: CultriX/Qwestion-14B |
|
parameters: |
|
weight: 0.117720095241547 |
|
``` |
|
|
|
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) |
|
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_CultriX__SeQwence-14Bv2) |
|
|
|
| Metric |Value| |
|
|-------------------|----:| |
|
|Avg. |34.41| |
|
|IFEval (0-Shot) |57.86| |
|
|BBH (3-Shot) |46.53| |
|
|MATH Lvl 5 (4-Shot)|21.60| |
|
|GPQA (0-shot) |14.77| |
|
|MuSR (0-shot) |17.55| |
|
|MMLU-PRO (5-shot) |48.16| |
|
|
|
|
