This model was converted to OpenVINO from HuggingFaceH4/zephyr-7b-beta using optimum-intel
via the export space.
First make sure you have optimum-intel installed:
pip install optimum[openvino]
To load your model you can do as follows:
from optimum.intel import OVModelForCausalLM
model_id = "piimaila/zephyr-7b-beta-openvino"
model = OVModelForCausalLM.from_pretrained(model_id)
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Model tree for piimaila/zephyr-7b-beta-openvino
Base model
mistralai/Mistral-7B-v0.1
Finetuned
HuggingFaceH4/zephyr-7b-beta
Datasets used to train piimaila/zephyr-7b-beta-openvino
Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard62.031
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard84.356
- f1 score on Drop (3-Shot)validation set Open LLM Leaderboard9.662
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard57.449
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard12.737
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard61.070
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard77.743
- win rate on AlpacaEvalsource0.906
- score on MT-Benchsource7.340