haLLawa4-7b/README.md

license, tags, model-index

license	tags	model-index
apache-2.0	merge mergekit lazymergekit mlabonne/Monarch-7B paulml/OGNO-7B AbacusResearch/haLLAwa3	name results haLLawa4-7b task dataset metrics source type name text-generation Text Generation name type config split args AI2 Reasoning Challenge (25-Shot) ai2_arc ARC-Challenge test num_few_shot 25 type value name acc_norm 71.5 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/haLLawa4-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args HellaSwag (10-Shot) hellaswag validation num_few_shot 10 type value name acc_norm 88.36 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/haLLawa4-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU (5-Shot) cais/mmlu all test num_few_shot 5 type value name acc 64.49 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/haLLawa4-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args TruthfulQA (0-shot) truthful_qa multiple_choice validation num_few_shot 0 type value mc2 74.27 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/haLLawa4-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args Winogrande (5-shot) winogrande winogrande_xl validation num_few_shot 5 type value name acc 82.4 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/haLLawa4-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args GSM8k (5-shot) gsm8k main test num_few_shot 5 type value name acc 70.51 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/haLLawa4-7b Open LLM Leaderboard

haLLawa4-7b

haLLawa4-7b is a merge of the following models using mergekit:

• mlabonne/Monarch-7B
• paulml/OGNO-7B
• AbacusResearch/haLLAwa3

🧩 Configuration

```yaml models:

• model: eren23/ogno-monarch-jaskier-merge-7b

  No parameters necessary for base model

• model: mlabonne/Monarch-7B #Emphasize the beginning of Vicuna format models parameters: weight: 0.5 density: 0.59
• model: paulml/OGNO-7B parameters: weight: 0.2 density: 0.55

Vicuna format

• model: AbacusResearch/haLLAwa3 parameters: weight: 0.3 density: 0.55

merge_method: dare_ties base_model: eren23/ogno-monarch-jaskier-merge-7b parameters: int8_mask: true dtype: bfloat16 random_seed: 0 ```

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	75.25
AI2 Reasoning Challenge (25-Shot)	71.50
HellaSwag (10-Shot)	88.36
MMLU (5-Shot)	64.49
TruthfulQA (0-shot)	74.27
Winogrande (5-shot)	82.40
GSM8k (5-shot)	70.51