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DRPO

Text Generation
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sdar
feature-extraction
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reinforcement-learning
mathematical-reasoning
remasking
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Eval Results (legacy)
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DRPO
File size: 3,418 Bytes
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{
  "architectures": [
    "SDARForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "configuration_sdar.SDARConfig",
    "AutoModel": "modeling_sdar.SDARForCausalLM",
    "AutoModelForCausalLM": "modeling_sdar.SDARForCausalLM"
  },
  "block_size": 4,
  "bos_token_id": 151643,
  "debug": false,
  "eos_token_id": 151643,
  "ep_size": 1,
  "fuse_cross_entropy": true,
  "gap_curriculum_enable": true,
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  "gap_grpo_action_granularity": "threshold",
  "gap_grpo_advantage_eps": 0.0001,
  "gap_grpo_anchor_bias_power": 2.0,
  "gap_grpo_branch_debug_interval": 5,
  "gap_grpo_branch_debug_max_branches": 0,
  "gap_grpo_branch_debug_max_chars": 600,
  "gap_grpo_branch_debug_max_examples": 1,
  "gap_grpo_branch_debug_once": false,
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  "gap_grpo_correct_threshold": 0.5,
  "gap_grpo_dense_reward_weight": 0.2,
  "gap_grpo_diverse_rollbacks": false,
  "gap_grpo_entropy_coef": 0.05,
  "gap_grpo_fixed_visible_blocks": true,
  "gap_grpo_format_reward_weight": 0.0,
  "gap_grpo_initial_rollout_temperature": 0.9,
  "gap_grpo_kl_coef": 0.02,
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  "gap_grpo_min_visible_blocks": 3,
  "gap_grpo_mixed_terminal_filter": false,
  "gap_grpo_num_parents": 1,
  "gap_grpo_num_samples": 8,
  "gap_grpo_ref_model_path": "/work/leotsia0416/projects/SDAR/training/model/SDAR-1.7B-Chat",
  "gap_grpo_remask_penalty": 0.0,
  "gap_grpo_rollout_temperature": 0.9,
  "gap_grpo_rollout_top_k": 128,
  "gap_grpo_rollout_top_p": 0.98,
  "gap_grpo_sample_prob_eps": 0.0001,
  "gap_grpo_sft_ce_weight": 0.0,
  "gap_grpo_terminal_reward_weight": 2.0,
  "gap_grpo_terminal_rollout_scope": "all",
  "gap_grpo_terminal_rollout_strategy": "low_confidence_dynamic",
  "gap_grpo_use_baseline_branch": false,
  "gap_grpo_value_baseline_weight": 0.0,
  "gap_grpo_value_loss_weight": 0.0,
  "gap_loss_scope": "all",
  "gap_min_reveal_tokens": 1,
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  "gap_projected_aux_loss_weight": 0.0,
  "gap_remask_adv_max_candidates": 1,
  "gap_remask_adv_warmup_ratio": 0.1,
  "gap_remask_default_p_mask": 1.0,
  "gap_remask_loss_weight": 0.0,
  "gap_remask_stage_mode": "two_stage",
  "gap_remask_supervision": "adv_bce",
  "gap_remask_threshold": 0.45,
  "gap_reveal_ratio": 0.25,
  "gap_rollout_confidence_threshold": 0.92,
  "gap_rollout_scope": "frontier_block",
  "gap_rollout_steps": 3,
  "gap_rollout_strategy": "sequential",
  "gap_training_mode": "remask",
  "head_dim": 128,
  "hidden_act": "silu",
  "hidden_size": 2048,
  "initializer_range": 0.02,
  "intermediate_size": 6144,
  "mask_token_id": 151669,
  "max_position_embeddings": 32768,
  "max_window_layers": 28,
  "micro_forward": false,
  "model_type": "sdar",
  "num_attention_heads": 16,
  "num_hidden_layers": 28,
  "num_key_value_heads": 8,
  "rms_norm_eps": 1e-06,
  "rope_scaling": null,
  "rope_theta": 1000000,
  "skip_checkpoint": false,
  "sliding_window": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float32",
  "transformers_version": "4.52.4",
  "use_cache": false,
  "use_deepep": false,
  "use_sliding_window": false,
  "vocab_size": 151936
}