jaLLAbi2-7b/README.md

license, tags, model-index

license	tags	model-index
apache-2.0	merge mergekit lazymergekit FelixChao/WestSeverus-7B-DPO-v2 bardsai/jaskier-7b-dpo-v5.6 AbacusResearch/haLLAwa3 cognitivecomputations/WestLake-7B-v2-laser	name results jaLLAbi2-7b 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 71.67 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/jaLLAbi2-7b 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 88.29 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/jaLLAbi2-7b 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 64.92 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/jaLLAbi2-7b 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 70.16 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/jaLLAbi2-7b 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 83.35 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/jaLLAbi2-7b 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 71.95 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=AbacusResearch/jaLLAbi2-7b Open LLM Leaderboard

jaLLAbi2-7b

jaLLAbi2-7b is a merge of the following models using mergekit:

• FelixChao/WestSeverus-7B-DPO-v2
• bardsai/jaskier-7b-dpo-v5.6
• AbacusResearch/haLLAwa3
• cognitivecomputations/WestLake-7B-v2-laser

🧩 Configuration

```yaml models:

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

  No parameters necessary for base model

• model: FelixChao/WestSeverus-7B-DPO-v2 #Emphasize the beginning of Vicuna format models parameters: weight: 0.2 density: 0.59
• model: bardsai/jaskier-7b-dpo-v5.6 parameters: weight: 0.2 density: 0.55

Vicuna format

• model: AbacusResearch/haLLAwa3 parameters: weight: 0.3 density: 0.55
• model: cognitivecomputations/WestLake-7B-v2-laser 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.	75.06
AI2 Reasoning Challenge (25-Shot)	71.67
HellaSwag (10-Shot)	88.29
MMLU (5-Shot)	64.92
TruthfulQA (0-shot)	70.16
Winogrande (5-shot)	83.35
GSM8k (5-shot)	71.95