--- license: apache-2.0 tags: - merge - mergekit model-index: - name: Helios-10.7B 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: 38.91 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=occultml/Helios-10.7B 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: 46.6 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=occultml/Helios-10.7B 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: 41.4 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=occultml/Helios-10.7B 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: 55.52 source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=occultml/Helios-10.7B 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: 70.72 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=occultml/Helios-10.7B 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: 0.0 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=occultml/Helios-10.7B name: Open LLM Leaderboard --- # Helios-10.7B This model is a merge of the following models made with [mergekit](https://github.com/cg123/mergekit): * [jeonsworld/CarbonVillain-en-10.7B-v4](https://huggingface.co/jeonsworld/CarbonVillain-en-10.7B-v4) * [kekmodel/StopCarbon-10.7B-v5](https://huggingface.co/kekmodel/StopCarbon-10.7B-v5) ## 🧩 Configuration ```yaml slices: - sources: - model: jeonsworld/CarbonVillain-en-10.7B-v4 layer_range: [0, 32] - model: kekmodel/StopCarbon-10.7B-v5 layer_range: [0, 32] merge_method: slerp base_model: jeonsworld/CarbonVillain-en-10.7B-v4 parameters: t: - filter: self_attn value: [0, 0.5, 0.3, 0.7, 1] - filter: mlp value: [1, 0.5, 0.7, 0.3, 0] - value: 0.5 dtype: bfloat16 ``` # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_occultml__Helios-10.7B) | Metric |Value| |---------------------------------|----:| |Avg. |42.19| |AI2 Reasoning Challenge (25-Shot)|38.91| |HellaSwag (10-Shot) |46.60| |MMLU (5-Shot) |41.40| |TruthfulQA (0-shot) |55.52| |Winogrande (5-shot) |70.72| |GSM8k (5-shot) | 0.00|