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config.json

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+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 0,
+  "eos_token_id": 1,
+  "hidden_act": "silu",
+  "hidden_size": 12,
+  "initializer_range": 0.02,
+  "intermediate_size": 48,
+  "max_position_embeddings": 512,
+  "model_type": "llama",
+  "num_attention_heads": 2,
+  "num_hidden_layers": 1,
+  "num_key_value_heads": 1,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.0",
+  "use_cache": true,
+  "vocab_size": 4096
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 1,
+  "transformers_version": "4.40.0"
+}

model.safetensors

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+size 403216

optimizer.pt

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+size 813674

run_context.json

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+{
+  "device": "cuda",
+  "torch_version": "2.1.2+cu121",
+  "delphi_version": "0.1.1",
+  "transformers_version": "4.40.0",
+  "os": "#29~22.04.1-Ubuntu SMP PREEMPT_DYNAMIC Thu Apr  4 14:39:20 UTC 2"
+}

training_config.json

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+{
+  "model_config": {
+    "model_class": "LlamaForCausalLM",
+    "vocab_size": 4096,
+    "hidden_act": "silu",
+    "max_position_embeddings": 512,
+    "initializer_range": 0.02,
+    "rms_norm_eps": 1e-06,
+    "bos_token_id": 0,
+    "eos_token_id": 1,
+    "tie_word_embeddings": false,
+    "rope_theta": 10000.0,
+    "rope_scaling": null,
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "hidden_size": 12,
+    "intermediate_size": 48,
+    "num_attention_heads": 2,
+    "num_hidden_layers": 1,
+    "num_key_value_heads": 1
+  },
+  "max_seq_len": 512,
+  "run_name": "2024_04_27_03_51_29",
+  "output_dir": "/home/jai/.local/share/delphi/2024_04_27_03_51_29",
+  "device": "auto",
+  "checkpoint_interval": 400,
+  "extra_checkpoint_iters": [
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+    2,
+    4,
+    8,
+    16,
+    32,
+    64,
+    128,
+    256,
+    512
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+  "log_interval": 40,
+  "eval_iters": 10,
+  "resume_from_path": null,
+  "batch_size": 256,
+  "max_epochs": 10,
+  "grad_clip": 1.0,
+  "gradient_accumulation_steps": 1,
+  "adam": {
+    "learning_rate": 0.0005,
+    "weight_decay": 0.1,
+    "beta1": 0.9,
+    "beta2": 0.95,
+    "decay_lr": true,
+    "warmup_iters": 1000,
+    "min_lr": 0.0
+  },
+  "batch_ordering_seed": 1337,
+  "torch_seed": 42,
+  "save_optimizer": true,
+  "dataset": {
+    "name": "delphi-suite/stories-tokenized",
+    "feature": "tokens",
+    "train_split": "train",
+    "validation_split": "validation"
+  },
+  "wandb": null,
+  "out_repo_id": "delphi-demo/llama-100k",
+  "debug_config": {
+    "no_training": false,
+    "no_eval": false
+  }
+}

training_state.json

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+{
+  "iter_num": 41900,
+  "lr": 7.375018928890143e-13,
+  "epoch": 9,
+  "step": 4189
+}