metadata
license: apache-2.0
tags:
- merge
- mergekit
- bardsai/jaskier-7b-dpo-v5.6
- mlabonne/NeuralDaredevil-7B
- Gille/StrangeMerges_21-7B-slerp
- CultriX/NeuralTrix-7B-dpo
model-index:
- name: pikus-pikantny-7B-dare
results:
- task:
type: text-generation
name: Text Generation
dataset:
name: AI2 Reasoning Challenge (25-Shot)
type: ai2_arc
config: ARC-Challenge
split: test
args:
num_few_shot: 25
metrics:
- type: acc_norm
value: 72.18
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=CorticalStack/pikus-pikantny-7B-dare
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: HellaSwag (10-Shot)
type: hellaswag
split: validation
args:
num_few_shot: 10
metrics:
- type: acc_norm
value: 88.56
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=CorticalStack/pikus-pikantny-7B-dare
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: MMLU (5-Shot)
type: cais/mmlu
config: all
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 65
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=CorticalStack/pikus-pikantny-7B-dare
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: TruthfulQA (0-shot)
type: truthful_qa
config: multiple_choice
split: validation
args:
num_few_shot: 0
metrics:
- type: mc2
value: 73.29
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=CorticalStack/pikus-pikantny-7B-dare
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: Winogrande (5-shot)
type: winogrande
config: winogrande_xl
split: validation
args:
num_few_shot: 5
metrics:
- type: acc
value: 83.43
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=CorticalStack/pikus-pikantny-7B-dare
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: GSM8k (5-shot)
type: gsm8k
config: main
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 70.89
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=CorticalStack/pikus-pikantny-7B-dare
name: Open LLM Leaderboard
![Pikus pikantny logo](/CorticalStack/pikus-pikantny-7B-dare/resolve/main/pikus-pikantny.png)
pikus-pikantny-7B-dare
pikus-pikantny-7B-dare is a DARE merge of the following models using mergekit:
- bardsai/jaskier-7b-dpo-v5.6
- mlabonne/NeuralDaredevil-7B
- Gille/StrangeMerges_21-7B-slerp
- CultriX/NeuralTrix-7B-dpo
See the paper Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch for more on the method.
🧩 Configuration
models:
- model: bardsai/jaskier-7b-dpo-v5.6
- model: mlabonne/NeuralDaredevil-7B
parameters:
density: 0.53
weight: 0.3
- model: Gille/StrangeMerges_21-7B-slerp
parameters:
density: 0.53
weight: 0.4
- model: CultriX/NeuralTrix-7B-dpo
parameters:
density: 0.53
weight: 0.3
merge_method: dare_ties
base_model: bardsai/jaskier-7b-dpo-v5.6
parameters:
int8_mask: true
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
Metric | Value |
---|---|
Avg. | 75.56 |
AI2 Reasoning Challenge (25-Shot) | 72.18 |
HellaSwag (10-Shot) | 88.56 |
MMLU (5-Shot) | 65.00 |
TruthfulQA (0-shot) | 73.29 |
Winogrande (5-shot) | 83.43 |
GSM8k (5-shot) | 70.89 |