scripts/evaluation_qwen2.yaml

# Config for EleutherEvalRecipe in eleuther_eval.py
#
# To launch, run the following command:
#    tune run eleuther_eval --config phi3/evaluation

# Model Arguments
model:
  _component_: torchtune.models.qwen2.lora_qwen2_0_5b

# Checkpointer
checkpointer:
  _component_: torchtune.training.FullModelHFCheckpointer
  checkpoint_dir: {{model_output_dir}}
  checkpoint_files: [
    hf_model_0001_0.pt
  ]
  recipe_checkpoint: null
  output_dir: {{model_output_dir}}
  model_type: QWEN2
resume_from_checkpoint: False

# Tokenizer
tokenizer:
  _component_: torchtune.models.qwen2.qwen2_tokenizer
  path: {{model_dir}}/vocab.json
  merges_file: {{model_dir}}/merges.txt
  max_seq_len: null

# Environment
device: cuda
dtype: bf16
seed: 1234 # It is not recommended to change this seed, b/c it matches EleutherAI's default seed

# EleutherAI specific eval args
tasks: ["truthfulqa_mc2"]
limit: null
max_seq_length: 2048
batch_size: 8
enable_kv_cache: True

# Quantization specific args
quantizer: null