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ipt_synthetic_all_exp/params.json

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+{"name": "fineinstructions_ipt_synthetic_all_exp", "dump_dir": "/fsx/craffel/fineinstructions/pretraining/ipt_synthetic_all_exp/", "seed": 777, "grad_acc_steps": 8, "gc_collect_freq": 1000, "probe_freq": null, "steps": 22000, "data": {"root_dir": "/scratch/craffel/lingua/data/fineinstructions/", "sources": {"ipt_synthetic_all_exp": 1.0}, "batch_size": 4, "seq_len": 4096, "n_views": 2, "seed": 42, "add_bos": true, "add_eos": true, "load_async": true, "prefetch_size": 1024, "tokenizer": {"name": "tiktoken", "path": "/fsx/craffel/lingua/tokenizers/llama3.model", "n_words": null}}, "optim": {"lr": 0.001, "weight_decay": 0.1, "epsilon": 1e-08, "beta1": 0.9, "beta2": 0.95, "clip": 1.0, "scheduler": "cosine", "warmup": 2000, "lr_min_ratio": 1e-06, "cycle_length": 1.0, "cosine_theta": 1.0, "annealing_step": 1000, "decay_fraction": 0.1, "exp_factor": 0.5}, "model": {"dim": 2048, "n_layers": 25, "head_dim": null, "n_heads": 16, "n_kv_heads": null, "ffn_dim_multiplier": null, "multiple_of": 256, "norm_eps": 1e-05, "rope_theta": 10000.0, "init_base_std": null, "init_std_factor": "disabled", "max_seqlen": 4096, "seed": 42, "vocab_size": 128256, "weight_tying": false, "sliding_window": null}, "distributed": {"dp_shard": 1, "dp_replicate": 8, "tp_size": 1, "selective_activation_checkpointing": false, "compile": true, "fsdp_type": "full_shard", "model_dtype": "bf16", "float8_recipe": null, "float8_filter": "layers\\.[0-9]+\\.", "matmul_allow_tf32": false, "detect_anomaly": false, "compile_cache_size_limit": 8, "spawn_method": "forkserver"}, "env": {"MKL_SERVICE_FORCE_INTEL": "GNU", "OMP_NUM_THREADS": "1", "MKL_NUM_THREADS": "1", "ENABLE_INTRA_NODE_COMM": "1", "TORCH_NCCL_AVOID_RECORD_STREAMS": "1", "NCCL_IB_TIMEOUT": "22", "NCCL_DEBUG": "INFO", "TORCH_NCCL_ASYNC_ERROR_HANDLING": "1"}, "checkpoint": {"dump": {"every": 2000, "keep": -1}, "eval": {"every": 2000, "keep": -1}, "path": "/fsx/craffel/fineinstructions/pretraining/ipt_synthetic_all_exp/checkpoints", "init_ckpt_path": null, "load_init_optimizer_state": false, "save_init_ckpt": false}, "profiling": {"run": true, "trace_folder": "profiling", "mem_warmup": 0, "mem_steps": 4, "profile_warmup": 100, "profile_steps": 4}, "logging": {"freq": 1, "acc_freq": null, "wandb": null}, "async_eval_gpus": 8, "eval": {"harness": {"tasks": ["hellaswag", "mmlu", "commonsense_qa", "sciq"], "confirm_run_unsafe_code": true}, "generator": {"max_tokens": 8192, "dtype": "bf16"}}}