rombos_Replete-Coder-Instruct-8b-Merged/README.md

license, model-index

license

model-index

apache-2.0

name results rombos_Replete-Coder-Instruct-8b-Merged 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 53.88 strict accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=rombodawg/rombos_Replete-Coder-Instruct-8b-Merged 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 21.94 normalized accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=rombodawg/rombos_Replete-Coder-Instruct-8b-Merged 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 7.1 exact match url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=rombodawg/rombos_Replete-Coder-Instruct-8b-Merged 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 2.57 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=rombodawg/rombos_Replete-Coder-Instruct-8b-Merged 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 3.45 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=rombodawg/rombos_Replete-Coder-Instruct-8b-Merged 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 8.98 accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=rombodawg/rombos_Replete-Coder-Instruct-8b-Merged Open LLM Leaderboard

This is a Ties merge between the following models:

• https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct

• https://huggingface.co/Replete-AI/Llama3-8B-Instruct-Replete-Adapted

The Coding, and Overall performance of this models seems to be better than both base models used in the merge. Benchmarks are coming in the future.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	16.32
IFEval (0-Shot)	53.88
BBH (3-Shot)	21.94
MATH Lvl 5 (4-Shot)	7.10
GPQA (0-shot)	2.57
MuSR (0-shot)	3.45
MMLU-PRO (5-shot)	8.98