Upload nohint_config.json with huggingface_hub
Browse files- nohint_config.json +73 -0
nohint_config.json
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{
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"model_name": "Qwen/Qwen3-1.7B",
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"init_checkpoint": "",
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"ref_model_name": "",
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"skip_first_n_prompts": 0,
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"dataset_name": "cais/mmlu",
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"mmlu_config": "all",
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"mmlu_split": "test",
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"lambda_length": 0.0,
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"format_penalty": -1.0,
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"max_steps": 250,
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"per_device_train_batch_size": 0,
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"gradient_accumulation_steps": 6,
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"learning_rate": 5e-05,
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"warmup_ratio": 0.05,
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"lr_scheduler_type": "constant_with_warmup",
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"max_grad_norm": 1.0,
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"bf16": true,
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"gradient_checkpointing": true,
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"num_generations": 6,
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"max_completion_length": 3000,
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"max_prompt_length": 512,
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"temperature": 0.6,
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"top_p": 0.95,
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"loss_type": "dr_grpo",
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"beta": 0.0,
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"num_iterations": 1,
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"epsilon": 0.2,
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"scale_rewards": "group",
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"lora_rank": 16,
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"lora_alpha": 32,
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"lora_dropout": 0.05,
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"lora_target_modules": [
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"q_proj",
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"k_proj",
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"v_proj",
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"o_proj",
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"gate_proj",
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"up_proj",
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"down_proj"
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],
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"use_vllm": true,
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"vllm_mode": "colocate",
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"vllm_gpu_memory_utilization": 0.2,
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"vllm_model_impl": "transformers",
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"logging_steps": 1,
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"log_completions": false,
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"report_to": "wandb",
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"save_steps": 50,
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"save_total_limit": 5,
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"output_dir": "./outputs",
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"run_name": "mmlu_nohint_correctness_lr5e5_250steps",
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"seed": 42,
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"baseline_num_problems": 100,
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"baseline_generations_per_problem": 8,
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"wandb_project": "grpo-mmlu-nohint",
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"lora_config": {
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"r": 16,
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"lora_alpha": 32,
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"lora_dropout": 0.05,
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"target_modules": [
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"gate_proj",
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"k_proj",
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"down_proj",
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"q_proj",
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"up_proj",
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"o_proj",
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"v_proj"
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],
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"bias": "none",
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"task_type": "TaskType.CAUSAL_LM"
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}
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}
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