--- base_model: - FuseAI/FuseChat-Llama-3.1-8B-SFT - kik41/lora-type-expository-llama-3-8b-v2 - SentientAGI/Dobby-Mini-Unhinged-Llama-3.1-8B - kik41/lora-grade-elementary-llama-3-8b-v2 - Sao10K/L3-8B-Stheno-v3.2 - ResplendentAI/Smarts_Llama3 library_name: transformers tags: - mergekit - merge model-index: - name: Rusted_Gold-8B-LINEAR results: - task: type: text-generation name: Text Generation dataset: name: IFEval (0-Shot) type: wis-k/instruction-following-eval split: train args: num_few_shot: 0 metrics: - type: inst_level_strict_acc and prompt_level_strict_acc value: 72.96 name: averaged accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FRusted_Gold-8B-LINEAR name: Open LLM Leaderboard - task: type: text-generation name: Text Generation dataset: name: BBH (3-Shot) type: SaylorTwift/bbh split: test args: num_few_shot: 3 metrics: - type: acc_norm value: 34.12 name: normalized accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FRusted_Gold-8B-LINEAR name: Open LLM Leaderboard - task: type: text-generation name: Text Generation dataset: name: MATH Lvl 5 (4-Shot) type: lighteval/MATH-Hard split: test args: num_few_shot: 4 metrics: - type: exact_match value: 19.34 name: exact match source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FRusted_Gold-8B-LINEAR name: Open LLM Leaderboard - task: type: text-generation name: Text Generation dataset: name: GPQA (0-shot) type: Idavidrein/gpqa split: train args: num_few_shot: 0 metrics: - type: acc_norm value: 6.49 name: acc_norm source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FRusted_Gold-8B-LINEAR 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: 12.12 name: acc_norm source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FRusted_Gold-8B-LINEAR 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: 30.89 name: accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FRusted_Gold-8B-LINEAR name: Open LLM Leaderboard --- # merge 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 [Linear](https://arxiv.org/abs/2203.05482) merge method. ### Models Merged The following models were included in the merge: * [FuseAI/FuseChat-Llama-3.1-8B-SFT](https://huggingface.co/FuseAI/FuseChat-Llama-3.1-8B-SFT) + [kik41/lora-type-expository-llama-3-8b-v2](https://huggingface.co/kik41/lora-type-expository-llama-3-8b-v2) * [SentientAGI/Dobby-Mini-Unhinged-Llama-3.1-8B](https://huggingface.co/SentientAGI/Dobby-Mini-Unhinged-Llama-3.1-8B) + [kik41/lora-grade-elementary-llama-3-8b-v2](https://huggingface.co/kik41/lora-grade-elementary-llama-3-8b-v2) * [Sao10K/L3-8B-Stheno-v3.2](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.2) + [ResplendentAI/Smarts_Llama3](https://huggingface.co/ResplendentAI/Smarts_Llama3) ### Configuration The following YAML configuration was used to produce this model: ```yaml models: - model: Sao10K/L3-8B-Stheno-v3.2+ResplendentAI/Smarts_Llama3 parameters: weight: 1.0 - model: FuseAI/FuseChat-Llama-3.1-8B-SFT+kik41/lora-type-expository-llama-3-8b-v2 parameters: weight: 1.0 - model: SentientAGI/Dobby-Mini-Unhinged-Llama-3.1-8B+kik41/lora-grade-elementary-llama-3-8b-v2 parameters: weight: 1.0 merge_method: linear normalize: false int8_mask: true dtype: bfloat16 ``` # [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/DreadPoor__Rusted_Gold-8B-LINEAR-details)! Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=DreadPoor%2FRusted_Gold-8B-LINEAR&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)! | Metric |Value (%)| |-------------------|--------:| |**Average** | 29.32| |IFEval (0-Shot) | 72.96| |BBH (3-Shot) | 34.12| |MATH Lvl 5 (4-Shot)| 19.34| |GPQA (0-shot) | 6.49| |MuSR (0-shot) | 12.12| |MMLU-PRO (5-shot) | 30.89|