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llama_1b_init_model

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llama_1b_init_model
File size: 3,865 Bytes
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{
  "name": "flexitok_llama",
  "dump_dir": "/scratch/gsa/flexitok/init_models",
  "seed": 777,
  "grad_acc_steps": 8,
  "gc_collect_freq": 1000,
  "probe_freq": null,
  "steps": 100000,
  "data": {
    "root_dir": "/scratch/craffel/lingua/data/flexitok/",
    "sources": {
      "fw_edu": 0.4,
      "dan_Latn": 0.0216582869670702,
      "swe_Latn": 0.0216359765418466,
      "vie_Latn": 0.0197485510268674,
      "hun_Latn": 0.0247194573562308,
      "fas_Arab": 0.0205634624231076,
      "tur_Latn": 0.0235455794841729,
      "ces_Latn": 0.0248024455266208,
      "arb_Arab": 0.0234323706569333,
      "ell_Grek": 0.0233670886888026,
      "ind_Latn": 0.0269322054593488,
      "nld_Latn": 0.0277796326621489,
      "pol_Latn": 0.0294120104572311,
      "por_Latn": 0.0301413168306825,
      "ita_Latn": 0.0324056371021865,
      "jpn_Jpan": 0.03553104151369,
      "fra_Latn": 0.0381835560678536,
      "spa_Latn": 0.0387222793083669,
      "deu_Latn": 0.0419925340453022,
      "cmn_Hani": 0.0454067521384114,
      "rus_Cyrl": 0.0500198157431261
    },
    "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": "huggingface",
      "path": "meta-llama/Llama-3.2-1B",
      "tokenizers": null,
      "load_supermapping": false,
      "dropout": 0.0,
      "seed": 42,
      "superset_code_name": "super_vocab",
      "n_words": null
    },
    "routing": {
      "source_to_tokenizer": {},
      "task_to_tokenizer": {},
      "suitable_tokenizer_probability": 1.0
    }
  },
  "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,
    "use_factorized_embeddings": false,
    "factorized_embedding_dim": 0
  },
  "distributed": {
    "dp_shard": 1,
    "dp_replicate": 1,
    "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": 10000,
      "keep": -1
    },
    "eval": {
      "every": 10000,
      "keep": -1
    },
    "path": null,
    "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",
        "xnli_vi"
      ]
    },
    "generator": {
      "max_tokens": 16384,
      "dtype": "bf16",
      "add_bos": false
    }
  }
}