vortex-3b/README.md

language, license, tags, datasets, license_name, license_link, pipeline_tag, model-index

language	license	tags	datasets	license_name	license_link	pipeline_tag	model-index
en	other	HelpingAI vortex	OEvortex/Vortex-50k	helpingai	LICENSE.md	text-generation	name results vortex-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 31.91 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-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 56.89 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-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 27.32 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-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 37.39 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-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 60.14 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-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 0.91 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=OEvortex/vortex-3b Open LLM Leaderboard

Model Overview

vortex-3b is a 2.78 billion parameter causal language model created by OEvortex that is derived from EleutherAI's Pythia-2.8b and fine-tuned on Vortex-50k dataset'

from transformers import pipeline

# Initialize the pipeline
pipe = pipeline("text-generation", model="OEvortex/vortex-3b")

# Use the pipeline
text = "Once upon a time"
generated_text = pipe(text, max_length=100, do_sample=True)[0]['generated_text']

print(generated_text)

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	vortex 3b	vortex 3b-v2	dolly-v2-3b	pythia-2.8b-deduped
Avg.	35.76	37.46	25.26	36.72
AI2 Reasoning Challenge (25-Shot)	31.91	39.68	22.83	36.26
HellaSwag (10-Shot)	56.89	65.04	26.55	60.66
MMLU (5-Shot)	27.32	25.09	24.7	26.78
TruthfulQA (0-shot)	37.39	33.80	0	35.56
Winogrande (5-shot)	60.14	59.12	59.43	60.22
GSM8k (5-shot)	0.91	2.05	1.86	0.83