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---
language:
- en
- zh
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
- custom-research
base_model:
- sthenno-com/miscii-14b-1225
- sthenno/tempesthenno-ppo-ckpt40
- sometimesanotion/Qwenvergence-14B-v10
metrics:
- accuracy
model-index:
- name: tempesthenno-nuslerp-0124
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: 70.04
name: strict accuracy
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno/tempesthenno-nuslerp-0124
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: 49.28
name: normalized accuracy
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno/tempesthenno-nuslerp-0124
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: 39.27
name: exact match
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno/tempesthenno-nuslerp-0124
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: 18.68
name: acc_norm
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno/tempesthenno-nuslerp-0124
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: 20.21
name: acc_norm
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno/tempesthenno-nuslerp-0124
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: 48.36
name: accuracy
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno/tempesthenno-nuslerp-0124
name: Open LLM Leaderboard
---
update: now checking the evaluations without chat templates
# tempesthenno-nuslerp-0124
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 NuSLERP merge method.
### Models Merged
The following models were included in the merge:
* /Users/sthenno/models/tempesthenno--converge-breadcrumbs
* /Users/sthenno/models/tempesthenno--converge-dtask
### Configuration
The following YAML configuration was used to produce this model:
```yaml
name: tempesthenno-nuslerp-0124
merge_method: nuslerp
tokenizer:
source: union
chat_template: "chatml"
dtype: float32
out_dtype: bfloat16
parameters:
int8_mask: true
normalize: true
rescale: false
slices:
- sources:
- model: /Users/sthenno/models/tempesthenno--converge-dtask
layer_range: [0, 8]
parameters:
weight: 0.65
nuslerp_flatten: false
nuslerp_row_wise: true
- model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
layer_range: [0, 8]
parameters:
weight: 0.35
nuslerp_flatten: false
nuslerp_row_wise: true
- sources:
- model: /Users/sthenno/models/tempesthenno--converge-dtask
layer_range: [8, 16]
parameters:
weight: 0.60
nuslerp_flatten: false
nuslerp_row_wise: true
- model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
layer_range: [8, 16]
parameters:
weight: 0.40
nuslerp_flatten: false
nuslerp_row_wise: true
- sources:
- model: /Users/sthenno/models/tempesthenno--converge-dtask
layer_range: [16, 24]
parameters:
weight: 0.55
nuslerp_flatten: false
nuslerp_row_wise: false
- model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
layer_range: [16, 24]
parameters:
weight: 0.45
nuslerp_flatten: false
nuslerp_row_wise: false
- sources:
- model: /Users/sthenno/models/tempesthenno--converge-dtask
layer_range: [24, 32]
parameters:
weight: 0.50
nuslerp_flatten: false
nuslerp_row_wise: false
- model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
layer_range: [24, 32]
parameters:
weight: 0.50
nuslerp_flatten: false
nuslerp_row_wise: false
- sources:
- model: /Users/sthenno/models/tempesthenno--converge-dtask
layer_range: [32, 40]
parameters:
weight: 0.45
nuslerp_flatten: true
- model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
layer_range: [32, 40]
parameters:
weight: 0.55
nuslerp_flatten: true
- sources:
- model: /Users/sthenno/models/tempesthenno--converge-dtask
layer_range: [40, 48]
parameters:
weight: 0.40
nuslerp_flatten: true
- model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
layer_range: [40, 48]
parameters:
weight: 0.60
nuslerp_flatten: true
```
# [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/sthenno__tempesthenno-nuslerp-0124-details)
| Metric |Value|
|-------------------|----:|
|Avg. |40.97|
|IFEval (0-Shot) |70.04|
|BBH (3-Shot) |49.28|
|MATH Lvl 5 (4-Shot)|39.27|
|GPQA (0-shot) |18.68|
|MuSR (0-shot) |20.21|
|MMLU-PRO (5-shot) |48.36| |