初始化项目，由ModelHub XC社区提供模型

Model: cs-552-2026-flab/safety_model
Source: Original Platform

hydra/.hydra/config.yaml

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+model:
+  hf_id: Qwen/Qwen3-1.7B
+  local_path: /shared-ro/models/Qwen3-1.7B
+  dtype: bfloat16
+  attn_impl: flash_attention_2
+  max_model_len: 4096
+data:
+  name: safety_aug302
+  loader: load_safetybench_distilled
+  kwargs:
+    cache: /scratch/sft_aug302.jsonl
+    limit: null
+training:
+  recipe: sft
+  epochs: 5
+  per_device_train_batch_size: 1
+  gradient_accumulation_steps: 16
+  learning_rate: 5.0e-06
+  warmup_ratio: 0.05
+  lr_scheduler_type: cosine
+  gradient_checkpointing: true
+  bf16: true
+  max_seq_length: 4096
+  logging_steps: 10
+  save_steps: 500
+  save_total_limit: 2
+  report_to: wandb
+  deepspeed: configs/deepspeed_zero2.json
+  use_peft: true
+  lora_r: 16
+  lora_alpha: 32
+  lora_target_modules: q_proj,v_proj,k_proj,o_proj
+  lora_dropout: 0.05
+domain:
+  name: safety
+  thinking_mode: true
+  benchmark: safety
+seed: 42
+run_id: ${now:%Y%m%d_%H%M%S}
+output_dir: /scratch/checkpoints/safety/sft/20260521_aug302
+wandb:
+  project: flab-cs552
+  entity: cs-552-2026-flab
+  mode: null
+  tags: []
+  notes: null
+eval:
+  model_dir: null
+  'n': 8
+  temperature: 0.7
+  top_p: 0.95
+  max_tokens: 4096
+  samples_dir: null
+push:
+  model_dir: null
+es:
+  base_model_dir: null
+  data: null
+hf_push:
+  enabled: false
+  org: cs-552-2026-flab
+  repo: null
+  private: false
+  vllm_validate: true
+  commit_message: null
+validate_after_train: false
+vllm_validate: true

hydra/.hydra/hydra.yaml

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+hydra:
+  run:
+    dir: ${output_dir}/hydra
+  sweep:
+    dir: ${output_dir}/hydra_sweep
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - domain=safety
+    - data=safety_aug302
+    - training=sft_distilled_lora
+    - output_dir=/scratch/checkpoints/safety/sft/20260521_aug302
+  job:
+    name: sft
+    chdir: false
+    override_dirname: data=safety_aug302,domain=safety,output_dir=/scratch/checkpoints/safety/sft/20260521_aug302,training=sft_distilled_lora
+    id: ???
+    num: ???
+    config_name: base
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /scratch/team-repo
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /scratch/team-repo/configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /scratch/checkpoints/safety/sft/20260521_aug302/hydra
+    choices:
+      domain: safety
+      training: sft_distilled_lora
+      data: safety_aug302
+      model: qwen3_17b
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

hydra/.hydra/overrides.yaml

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+- domain=safety
+- data=safety_aug302
+- training=sft_distilled_lora
+- output_dir=/scratch/checkpoints/safety/sft/20260521_aug302