tivd-gsm8k-colocate / tivd_runtime_config.json
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{
"accelerator_config": {
"dispatch_batches": null,
"even_batches": true,
"gradient_accumulation_kwargs": null,
"non_blocking": false,
"split_batches": false,
"use_seedable_sampler": true
},
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-08,
"auto_find_batch_size": false,
"auto_launch_vllm_server": false,
"average_tokens_across_devices": true,
"batch_eval_metrics": false,
"bf16": true,
"bf16_full_eval": false,
"bootstrap_truncated_completions": true,
"data_seed": null,
"dataloader_drop_last": false,
"dataloader_num_workers": 0,
"dataloader_persistent_workers": false,
"dataloader_pin_memory": true,
"dataloader_prefetch_factor": null,
"ddp_backend": null,
"ddp_broadcast_buffers": null,
"ddp_bucket_cap_mb": null,
"ddp_find_unused_parameters": null,
"ddp_timeout": 1800,
"debug": [],
"deepspeed": null,
"difficulty_threshold": 6.0,
"disable_tqdm": false,
"do_eval": false,
"do_predict": false,
"do_train": false,
"enable_thinking": true,
"eval_accumulation_steps": null,
"eval_delay": 0,
"eval_do_concat_batches": true,
"eval_on_start": false,
"eval_steps": null,
"eval_strategy": "no",
"eval_use_gather_object": false,
"fp16": false,
"fp16_backend": "auto",
"fp16_full_eval": false,
"fp16_opt_level": "O1",
"fsdp": [],
"fsdp_config": {
"min_num_params": 0,
"xla": false,
"xla_fsdp_grad_ckpt": false,
"xla_fsdp_v2": false
},
"fsdp_min_num_params": 0,
"fsdp_transformer_layer_cls_to_wrap": null,
"full_determinism": false,
"gamma": 1.0,
"gradient_accumulation_steps": 8,
"gradient_checkpointing": false,
"gradient_checkpointing_kwargs": null,
"greater_is_better": null,
"group_by_length": false,
"half_precision_backend": "auto",
"hub_always_push": false,
"hub_model_id": "swadeshb/tivd-gsm8k-colocate",
"hub_private_repo": false,
"hub_revision": null,
"hub_strategy": "every_save",
"hub_token": "<HUB_TOKEN>",
"ignore_data_skip": false,
"include_for_metrics": [],
"include_inputs_for_metrics": false,
"include_num_input_tokens_seen": "no",
"include_tokens_per_second": false,
"jit_mode_eval": false,
"label_names": [],
"label_smoothing_factor": 0.0,
"learning_rate": 1e-05,
"length_column_name": "length",
"liger_kernel_config": null,
"load_best_model_at_end": false,
"local_rank": 0,
"log_completions": true,
"log_completions_every_n_steps": 50,
"log_level": "passive",
"log_level_replica": "warning",
"log_on_each_node": true,
"logging_dir": "outputs/tivd_gsm8k_colocate/runs/Apr15_08-45-31_e2e-72-102",
"logging_first_step": false,
"logging_nan_inf_filter": true,
"logging_steps": 1.0,
"logging_strategy": "steps",
"lora_alpha": 32,
"lora_dropout": 0.05,
"lora_r": 16,
"lora_target_modules": "q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
"lr_scheduler_kwargs": null,
"lr_scheduler_type": "linear",
"max_completion_length": 2048,
"max_grad_norm": 1.0,
"max_prompt_length": 768,
"max_steps": -1,
"metric_for_best_model": null,
"min_p": 0.0,
"mp_parameters": "",
"neftune_noise_alpha": null,
"no_cuda": false,
"num_generations": 8,
"num_train_epochs": 3.0,
"optim": "adamw_torch_fused",
"optim_args": null,
"optim_target_modules": null,
"output_dir": "outputs/tivd_gsm8k_colocate",
"overwrite_output_dir": false,
"parallelism_config": null,
"past_index": -1,
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 3,
"per_gpu_eval_batch_size": null,
"per_gpu_train_batch_size": null,
"prediction_loss_only": false,
"project": "huggingface",
"push_to_hub": true,
"push_to_hub_model_id": null,
"push_to_hub_organization": null,
"push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
"ray_scope": "last",
"remove_unused_columns": false,
"repetition_penalty": 1.0,
"report_to": [
"wandb"
],
"restore_callback_states_from_checkpoint": false,
"resume_from_checkpoint": null,
"run_name": null,
"save_on_each_node": false,
"save_only_model": false,
"save_safetensors": true,
"save_steps": 100,
"save_strategy": "steps",
"save_total_limit": 1,
"score_batch_size": 3,
"seed": 42,
"skip_memory_metrics": true,
"soft_value_temperature": 1.0,
"steps_per_generation": 1,
"student_load_in_4bit": false,
"student_model_name_or_path": "Qwen/Qwen3-1.7B",
"system_prompt": "You are a careful mathematical reasoner. Solve the problem step by step. End with a concise final answer in the form Final Answer: \\boxed{...}.",
"target_ema_decay": 0.99,
"target_estimator": "td_lambda",
"target_sync_steps": 64,
"target_update_strategy": "hard",
"td_lambda": 0.95,
"teacher_load_in_4bit": true,
"teacher_model_name_or_path": "Qwen/Qwen3-4B",
"temperature": 1.0,
"tf32": null,
"top_k": -1,
"top_p": 1.0,
"torch_compile": false,
"torch_compile_backend": null,
"torch_compile_mode": null,
"torch_empty_cache_steps": null,
"torchdynamo": null,
"tpu_metrics_debug": false,
"tpu_num_cores": null,
"trackio_space_id": "trackio",
"trust_remote_code": true,
"use_cpu": false,
"use_legacy_prediction_loop": false,
"use_liger_kernel": false,
"use_lora": true,
"use_mps_device": false,
"use_vllm": true,
"vllm_cuda_visible_devices": "1",
"vllm_enable_prefix_caching": true,
"vllm_enable_sleep_mode": true,
"vllm_extra_args": null,
"vllm_fail_if_world_size_gt_1": true,
"vllm_gpu_memory_utilization": 0.3,
"vllm_group_port": null,
"vllm_kv_cache_dtype": "fp8",
"vllm_max_model_length": 3072,
"vllm_mode": "colocate",
"vllm_model_impl": "vllm",
"vllm_quantization": "bitsandbytes",
"vllm_server_base_url": null,
"vllm_server_host": "127.0.0.1",
"vllm_server_port": 8011,
"vllm_server_timeout": 300.0,
"vllm_tensor_parallel_size": 1,
"wandb_project": "tivd",
"wandb_run_name": null,
"warmup_ratio": 0.0,
"warmup_steps": 0,
"weight_decay": 0.0
}