File size: 862 Bytes
2449566 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 | #! /bin/bash
SEED=42
# ==== Định nghĩa các biến ====
BASE_PATH=.
MODEL_PATH="distillm-master/results/gpt2/train/spandistill_0.1B_1.5B_on_v5/2856"
OUTPUT_DIR="${BASE_PATH}/eval_outputs/${MODEL_PATH}"
mkdir -p ${OUTPUT_DIR}
OPTS=""
OPTS+=" --train_data ${BASE_PATH}/data/dolly/train.jsonl"
OPTS+=" --val_data ${BASE_PATH}/data/dolly/dev.jsonl"
OPTS+=" --test_data ${BASE_PATH}/data/dolly/valid.jsonl"
OPTS+=" --teacher_layers_mapping 32"
OPTS+=" --student_encoder_layers_finetuned 22"
# training
OPTS+=" --val_batch_size 128"
# devices
OPTS+=" --student_device cuda:1"
# models
OPTS+=" --output_dir ${OUTPUT_DIR}"
# extra arguments
OPTS+=" --seed ${SEED}"
OPTS+=" --model_path ${MODEL_PATH}"
# OPTS+=" --lora_path "
OPTS+=" --tokenizer openai-community/gpt2"
# ==== Gọi Python ====
python src/run_eval.py ${OPTS} >> ${OUTPUT_DIR}/eval.log 2>&1
|