VenusREM / scripts /compute_fitness.sh
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# zero-shot with aa sequence alignment
export HF_ENDPOINT=https://hf-mirror.com
protein_dir=proteingym_v1
CUDA_VISIBLE_DEVICES=0 python scripts/compute_fitness.py \
--model_name weight/ProSST-2048 \
--base_dir conf/data/$protein_dir \
--out_scores_dir output/$protein_dir
# zero-shot without alignment (ProSST-2048)
export HF_ENDPOINT=https://hf-mirror.com
alpha=0
protein_dir=proteingym_v1
CUDA_VISIBLE_DEVICES=0 python scripts/compute_fitness.py \
--model_name weight/ProSST-2048 \
--base_dir conf/data/$protein_dir \
--out_scores_dir output/$protein_dir \
--alpha $alpha \
--model_out_name ProSST-2048
# zero-shot with structure sequence alignment
export HF_ENDPOINT=https://hf-mirror.com
alpha=0.8
protein_dir=proteingym_v1
CUDA_VISIBLE_DEVICES=0 python scripts/compute_fitness.py \
--model_name weight/ProSST-2048 \
--logit_mode struc_seq_aln \
--alpha $alpha \
--model_out_name ProtREM-struc \
--base_dir conf/data/$protein_dir \
--out_scores_dir output/$protein_dir