CleverBoi-Nemo-12B-v2/README.md

language, license, tags, base_model, datasets, model-index

language	license	tags	base_model	datasets	model-index
en	apache-2.0	text-generation-inference transformers unsloth trl cleverboi theprint logic math python	unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit	theprint/CleverBoi-Data-20k	name results CleverBoi-Nemo-12B-v2 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 20.46 strict accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/CleverBoi-Nemo-12B-v2 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 31.65 normalized accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/CleverBoi-Nemo-12B-v2 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 8.61 exact match url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/CleverBoi-Nemo-12B-v2 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 8.5 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/CleverBoi-Nemo-12B-v2 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 11.43 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/CleverBoi-Nemo-12B-v2 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 24.76 accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/CleverBoi-Nemo-12B-v2 Open LLM Leaderboard

CleverBoi

The CleverBoi series is based on models that have been fine tuned on a collection of data sets that emphasize logic, inference, math and coding, also known as the CleverBoi data set.

This model has been fine tuned for 1 epoch on the CleverBoi-Data-20k data set.

Uploaded model

• Developed by: theprint
• License: apache-2.0
• Finetuned from model : unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit

This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	17.57
IFEval (0-Shot)	20.46
BBH (3-Shot)	31.65
MATH Lvl 5 (4-Shot)	8.61
GPQA (0-shot)	8.50
MuSR (0-shot)	11.43
MMLU-PRO (5-shot)	24.76