specforge_het.json

{
  "dataset.debug": false,
  "dataset.eval_path": "output/datasets/eval_ds_Qwen3-4B-Instruct-2507",
  "dataset.git_diff": "",
  "dataset.git_sha1": "unknown",
  "dataset.manual_sample_ids": [],
  "dataset.max_read_items": null,
  "dataset.output_dir": "output",
  "dataset.path": "./output/datasets/ds_Qwen3-4B-Instruct-2507",
  "dataset.read_eagle_format": false,
  "dataset.run_name": "temp_run",
  "dataset.seed": 0,
  "dataset_generation.batch_size": 1,
  "dataset_generation.debug": false,
  "dataset_generation.debug_target": null,
  "dataset_generation.ds_prefix": "ds_",
  "dataset_generation.git_diff": "",
  "dataset_generation.git_sha1": "unknown",
  "dataset_generation.max_length": 2048,
  "dataset_generation.output_dir": "output",
  "dataset_generation.run_name": "temp_run",
  "dataset_generation.save_every": 1000,
  "dataset_generation.seed": 0,
  "dataset_generation.sharegpt_path": "Aeala/ShareGPT_Vicuna_unfiltered",
  "device_names": [
    "NVIDIA H100 80GB HBM3"
  ],
  "inference.debug": false,
  "inference.dynamic_draft_all_top_k": 59,
  "inference.dynamic_draft_max_depth": 6,
  "inference.dynamic_draft_top_k": 10,
  "inference.git_diff": "",
  "inference.git_sha1": "unknown",
  "inference.max_length": 2048,
  "inference.output_dir": "output",
  "inference.run_name": "temp_run",
  "inference.seed": 0,
  "inference.timer": false,
  "modeling.chat_template": "models/speculative_qwen3/chat_template.jinja2",
  "modeling.debug": false,
  "modeling.draft_config_modify": {},
  "modeling.dtype": "torch.float32",
  "modeling.free_base_layers": "num_hidden_layers",
  "modeling.git_diff": "",
  "modeling.git_sha1": "unknown",
  "modeling.init_base_model": [
    "SpeculativeQwen3ForCausalLM",
    "Qwen/Qwen3-4B-Instruct-2507"
  ],
  "modeling.init_draft_config": [
    "Qwen3Drafter",
    "Qwen/Qwen3-4B-Instruct-2507"
  ],
  "modeling.init_speculative_algorithm": [
    "EagleV2",
    "dict(draft_layers=9)"
  ],
  "modeling.max_memory": null,
  "modeling.model_path": null,
  "modeling.output_dir": "output",
  "modeling.run_name": "temp_run",
  "modeling.seed": 0,
  "modeling.stand_alone_draft_model_key_adapt": null,
  "modeling.stand_alone_draft_model_key_modify": {
    "yuhuili": [
      [
        "^fc\\.",
        "eagle_fc."
      ],
      [
        "embed_tokens.weight",
        null
      ]
    ]
  },
  "modeling.stand_alone_draft_model_path": null,
  "modeling.tokenizer_add_tokens": "dict(unk_token=tokenizer.eos_token)",
  "modeling.tokenizer_init": "",
  "modeling.tokenizer_path": "Qwen/Qwen3-4B-Instruct-2507",
  "training.adam_beta1": 0.9,
  "training.adam_beta2": 0.95,
  "training.average_tokens_across_devices": false,
  "training.bf16": true,
  "training.dataloader_drop_last": true,
  "training.ddp_backend": "gloo",
  "training.ddp_find_unused_parameters": false,
  "training.debug": false,
  "training.deepspeed": null,
  "training.eval_steps": 100,
  "training.eval_strategy": "steps",
  "training.filter_out_shorts": false,
  "training.git_diff": "",
  "training.git_sha1": "60a3ba13a84fb7175e82786d89f410352a77fdf0",
  "training.gradient_accumulation_steps": 8,
  "training.learning_rate": 3e-05,
  "training.logging_first_step": true,
  "training.logging_steps": 25,
  "training.lr_scheduler_type": "constant_with_warmup",
  "training.max_grad_norm": 0.5,
  "training.max_length": 2048,
  "training.max_steps": -1,
  "training.model_init_ckpt": null,
  "training.num_train_epochs": 10,
  "training.optim": "adamw_torch_fused",
  "training.output_dir": "output/stellar-monkey-97",
  "training.overwrite_output_dir": true,
  "training.per_device_eval_batch_size": 1,
  "training.per_device_train_batch_size": 1,
  "training.project": "eagle4",
  "training.report_to": "wandb",
  "training.resume_from_checkpoint": false,
  "training.resume_wandb_runid": null,
  "training.run_name": "stellar-monkey-97",
  "training.save_steps": 500,
  "training.save_strategy": "steps",
  "training.save_total_limit": 2,
  "training.seed": 0,
  "training.sequential_loading": false,
  "training.tf32": false,
  "training.use_default_num_items_getter": true,
  "training.use_eagle_pipeline": false,
  "training.warmup_steps": 2000,
  "training.world_size": 1
}