Evaluation using RULER

#12
by coranholmes - opened

Hi, I am trying to evaluate my sft model trained on Jamba-1.5-mini. Would you please share a bit more details about how you use RULER repo to evaluate your model? I use the container provided by the author and got the following error:

usage: prepare.py [-h] --save_dir SAVE_DIR [--benchmark BENCHMARK] --task TASK [--subset SUBSET] --tokenizer_path TOKENIZER_PATH [--tokenizer_type TOKENIZER_TYPE] --max_seq_length MAX_SEQ_LENGTH
                  [--num_samples NUM_SAMPLES] [--random_seed RANDOM_SEED] [--model_template_type MODEL_TEMPLATE_TYPE] [--remove_newline_tab] [--chunk_idx CHUNK_IDX] [--chunk_amount CHUNK_AMOUNT]
prepare.py: error: argument --tokenizer_type: expected one argument
[NeMo W 2024-09-24 15:27:02 nemo_logging:349] /usr/local/lib/python3.10/dist-packages/pydub/utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work
      warn("Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work", RuntimeWarning)

Predict niah_single_1
from benchmark_root/jamba_13k_v1/synthetic/4096/data/niah_single_1/validation.jsonl
to benchmark_root/jamba_13k_v1/synthetic/4096/pred/niah_single_1.jsonl
Traceback (most recent call last):
  File "/usr/local/lib/python3.10/dist-packages/nemo/collections/asr/parts/utils/manifest_utils.py", line 476, in read_manifest
    f = open(manifest.get(), 'r', encoding='utf-8')
FileNotFoundError: [Errno 2] No such file or directory: 'benchmark_root/jamba_13k_v1/synthetic/4096/data/niah_single_1/validation.jsonl'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/mnt/afs/xxx/Codes/RULER/scripts/pred/call_api.py", line 333, in <module>
    main()
  File "/mnt/afs/xxx/Codes/RULER/scripts/pred/call_api.py", line 238, in main
    data = read_manifest(task_file)
  File "/usr/local/lib/python3.10/dist-packages/nemo/collections/asr/parts/utils/manifest_utils.py", line 478, in read_manifest
    raise Exception(f"Manifest file could not be opened: {manifest}")
Exception: Manifest file could not be opened: <class 'nemo.utils.data_utils.DataStoreObject'>: store_path=benchmark_root/jamba_13k_v1/synthetic/4096/data/niah_single_1/validation.jsonl, local_path=benchmark_root/jamba_13k_v1/synthetic/4096/data/niah_single_1/validation.jsonl
usage: prepare.py [-h] --save_dir SAVE_DIR [--benchmark BENCHMARK] --task TASK [--subset SUBSET] --tokenizer_path TOKENIZER_PATH [--tokenizer_type TOKENIZER_TYPE] --max_seq_length MAX_SEQ_LENGTH
                  [--num_samples NUM_SAMPLES] [--random_seed RANDOM_SEED] [--model_template_type MODEL_TEMPLATE_TYPE] [--remove_newline_tab] [--chunk_idx CHUNK_IDX] [--chunk_amount CHUNK_AMOUNT]
prepare.py: error: argument --tokenizer_type: expected one argument
[NeMo W 2024-09-24 15:27:10 nemo_logging:349] /usr/local/lib/python3.10/dist-packages/pydub/utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work
      warn("Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work", RuntimeWarning)
AI21 org

Hi,
Seems that you managed to resolve the --tokenizer_type error here: https://github.com/hsiehjackson/RULER/issues/69 ?

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