Download config.json from DAPS-Math/DAPS-selector: direct link, hf CLI and curl.
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https://huggingface.co/DAPS-Math/DAPS-selector/resolve/main/config.json
- Command line
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hf download hf://DAPS-Math/DAPS-selector/config.json
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curl -L -o config.json https://huggingface.co/DAPS-Math/DAPS-selector/resolve/main/config.json
2.82 kB
| { | |
| "graph_path": "${DATA_ROOT}/Mathlib/mathlib4-v4.22.0.json", | |
| "batch_size": 16, | |
| "epochs": 80, | |
| "lr": 0.0006, | |
| "lr_scheduler": "constant", | |
| "warmup_ratio": 0.05, | |
| "warmup_steps": 0, | |
| "min_lr": 0.0, | |
| "max_nodes": 300, | |
| "subgraph_mode": "random_2hop", | |
| "select_top_k": 64, | |
| "hidden_dim": 512, | |
| "proj_dim": 256, | |
| "local_layers": 3, | |
| "heads": 4, | |
| "global_dim": null, | |
| "dropout": 0.1, | |
| "device": "cuda", | |
| "text_encoder_device": "cuda", | |
| "num_workers": 4, | |
| "max_train_queries": 0, | |
| "max_val_queries": 0, | |
| "max_test_queries": 0, | |
| "train_repeat": 2, | |
| "dataset_mode": "mathlib", | |
| "combined_jsonl_path": null, | |
| "combined_val_count": 1000, | |
| "combined_test_count": 1000, | |
| "split_mode": "fixed_holdout", | |
| "val_count": 2000, | |
| "test_count": 2000, | |
| "holdout_per_split": 1000, | |
| "out_dir": "runs/phase2_subgraph", | |
| "embedding": "alibaba-gte-modernbert-ft", | |
| "seed": 42, | |
| "max_length": 1024, | |
| "sub_node_max_length": 1024, | |
| "proof_pattern_mode": "none", | |
| "proof_pattern_embedding": "alibaba-gte-modernbert-ft", | |
| "proof_pattern_max_length": 768, | |
| "pin_memory": true, | |
| "prefetch_factor": 1, | |
| "max_candidates_per_batch": 1500, | |
| "persistent_workers": false, | |
| "eval_batch_size": 8, | |
| "eval_num_workers": 2, | |
| "eval_prefetch_factor": 1, | |
| "eval_pin_memory": false, | |
| "eval_dynamic_fraction": 0.05, | |
| "feature_cache_dir": "runs/phase2_subgraph/feature_cache", | |
| "precompute_batch_size": 512, | |
| "force_precompute_features": false, | |
| "ddp_backend": "nccl", | |
| "resume_path": null, | |
| "memory_bank_dir": "runs/phase2_subgraph/memory_bank", | |
| "memory_bank_topk": 512, | |
| "memory_bank_chunk_size": 2048, | |
| "memory_bank_per_query": 0, | |
| "memory_bank_build_device": "cuda:0", | |
| "random_negatives_per_query": 0, | |
| "random_hard_negatives_per_query": 30, | |
| "hard_negatives_per_query": 0, | |
| "global_negatives_per_query": 30, | |
| "fixed_retrieval_negatives": false, | |
| "fixed_retrieval_topk": 10, | |
| "fixed_retrieval_chunk_size": 256, | |
| "fixed_retrieval_build_device": null, | |
| "fixed_retrieval_cache_dir": null, | |
| "fixed_retrieval_force_rebuild": false, | |
| "fixed_retrieval_strict": false, | |
| "mathlib_fixed_retrieval_checkpoint": null, | |
| "mathlib_fixed_premise_embeddings": null, | |
| "combined_fixed_retrieval_checkpoint": null, | |
| "combined_fixed_premise_embeddings": null, | |
| "cross_batch_negs": 32, | |
| "cross_batch_queue": 4096, | |
| "resource_monitor_interval": 60.0, | |
| "wandb_project": null, | |
| "wandb_entity": null, | |
| "wandb_run_name": null, | |
| "loss_reduction": "positive", | |
| "loss_type": "positive_infonce", | |
| "diversity_weight": 0.0, | |
| "diversity_temperature": 1.0, | |
| "loss_scale": 20.0, | |
| "loss5_neg_source": null, | |
| "loss5_neg_count": 3, | |
| "loss5_pair_batch_size": null, | |
| "grad_accum_steps": 8, | |
| "subgraph_cache_dir": "runs/phase2_subgraph/subgraph_cache", | |
| "force_precompute_subgraphs": false, | |
| "use_amp": true | |
| } | |