license, library_name, tags, base_model, pipeline_tag, model-index

license	library_name	tags	base_model	pipeline_tag	model-index
llama3	transformers	mergekit merge	princeton-nlp/Llama-3-Instruct-8B-SimPO UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3	text-generation	name results Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge task dataset metrics source type name text-generation Text Generation name type args IFEval (0-Shot) HuggingFaceH4/ifeval num_few_shot 0 type value name inst_level_strict_acc and prompt_level_strict_acc 42.71 strict accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=grimjim/Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args BBH (3-Shot) BBH num_few_shot 3 type value name acc_norm 28.26 normalized accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=grimjim/Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args MATH Lvl 5 (4-Shot) hendrycks/competition_math num_few_shot 4 type value name exact_match 9.37 exact match url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=grimjim/Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args GPQA (0-shot) Idavidrein/gpqa num_few_shot 0 type value name acc_norm 5.37 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=grimjim/Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args MuSR (0-shot) TAUR-Lab/MuSR num_few_shot 0 type value name acc_norm 9.54 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=grimjim/Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU-PRO (5-shot) TIGER-Lab/MMLU-Pro main test num_few_shot 5 type value name acc 29.17 accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=grimjim/Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge Open LLM Leaderboard

Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge

This is a merge of pre-trained language models created using mergekit.

Built with Meta Llama 3.

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• princeton-nlp/Llama-3-Instruct-8B-SimPO
• UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3

Configuration

The following YAML configuration was used to produce this model:

slices:
- sources:
  - model: princeton-nlp/Llama-3-Instruct-8B-SimPO
    layer_range:
    - 0
    - 32
  - model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
    layer_range:
    - 0
    - 32
merge_method: slerp
base_model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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

Detailed results can be found here

Metric	Value
Avg.	20.74
IFEval (0-Shot)	42.71
BBH (3-Shot)	28.26
MATH Lvl 5 (4-Shot)	9.37
GPQA (0-shot)	5.37
MuSR (0-shot)	9.54
MMLU-PRO (5-shot)	29.17