<commit_before># launches single task or multitask models of MetalModel

TASK=$1

# Default params
N_EPOCHS=3
BATCH_SIZE=32
SPLIT_PROP=0.8
MAX_DATAPOINTS=1000
RUN_DIR="test_mtl"
RUN_NAME="v1"
PROGRESS_BAR=0

if [ $TASK = "COLA" ]; then
    LR=1e-5
    L2=0
    BATCH_SIZE=8

elif [ $TASK = "SST2" ]; then
    LR=1e-5
    L2=0.01

elif [ $TASK = "MNLI" ]; then
    LR=1e-5
    L2=0
    BATCH_SIZE=2

elif [ $TASK = "RTE" ]; then
    LR=1e-5
    L2=0
    SPLIT_PROP=0.9
    N_EPOCHS=3
<commit_msg>changing default number of points to -1<commit_after># launches single task or multitask models of MetalModel

TASK=$1

# Default params
N_EPOCHS=3
BATCH_SIZE=32
SPLIT_PROP=0.8
MAX_DATAPOINTS=-1
RUN_DIR="test_complete_run"
RUN_NAME="v1"
PROGRESS_BAR=0

if [ $TASK = "COLA" ]; then
    LR=1e-5
    L2=0
    BATCH_SIZE=8

elif [ $TASK = "SST2" ]; then
    LR=1e-5
    L2=0.01

elif [ $TASK = "MNLI" ]; then
    LR=1e-5
    L2=0
    BATCH_SIZE=2

elif [ $TASK = "RTE" ]; then
    LR=1e-5
    L2=0
    SPLIT_PROP=0.9
    N_EPOCHS=3

{'fraction_non_alphanumeric': 0.12903225806451613, 'fraction_numerical': 0.06842619745845552, 'mean_word_length': 3.0796812749003983, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3701396', 'n_tokens_mistral': 522, 'n_tokens_neox': 500, 'n_words': 100}