Griffin-3B/README.md

language, license, library_name, datasets, pipeline_tag, model-index

language	license	library_name	datasets	pipeline_tag	model-index
en	apache-2.0	transformers	LDJnr/Puffin	text-generation	name results Griffin-3B task dataset metrics source type name text-generation Text Generation name type config split args AI2 Reasoning Challenge (25-Shot) ai2_arc ARC-Challenge test num_few_shot 25 type value name acc_norm 41.81 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=acrastt/Griffin-3B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args HellaSwag (10-Shot) hellaswag validation num_few_shot 10 type value name acc_norm 72.3 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=acrastt/Griffin-3B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU (5-Shot) cais/mmlu all test num_few_shot 5 type value name acc 26.36 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=acrastt/Griffin-3B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args TruthfulQA (0-shot) truthful_qa multiple_choice validation num_few_shot 0 type value mc2 38.33 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=acrastt/Griffin-3B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args Winogrande (5-shot) winogrande winogrande_xl validation num_few_shot 5 type value name acc 67.01 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=acrastt/Griffin-3B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args GSM8k (5-shot) gsm8k main test num_few_shot 5 type value name acc 0.99 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=acrastt/Griffin-3B Open LLM Leaderboard

This is OpenLLaMA 3B V2 finetuned on Puffin for 1 epochs.

Prompt template:

### HUMAN:
{prompt}

### RESPONSE:
<leave a newline for the model to answer>

GGML quants available here.
GPTQ quants available here.

Note: Don't expect this model to be good, I was just starting out to finetune. So don't roast me please!

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	41.13
ARC (25-shot)	41.81
HellaSwag (10-shot)	72.3
MMLU (5-shot)	26.36
TruthfulQA (0-shot)	38.33
Winogrande (5-shot)	67.01
GSM8K (5-shot)	0.99

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	41.13
AI2 Reasoning Challenge (25-Shot)	41.81
HellaSwag (10-Shot)	72.30
MMLU (5-Shot)	26.36
TruthfulQA (0-shot)	38.33
Winogrande (5-shot)	67.01
GSM8k (5-shot)	0.99