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Model: rizwan261/smollm2-135m-text2cypher
Source: Original Platform

train_summary.json

@@ -0,0 +1,54 @@
+{
+  "config": {
+    "model_name": "HuggingFaceTB/SmolLM2-135M-Instruct",
+    "dataset_name": "RomanTeucher/text2cypher-curated",
+    "output_dir": "outputs/smollm2-135m-text2cypher",
+    "max_length": 1024,
+    "epochs": 20.0,
+    "learning_rate": 5e-05,
+    "weight_decay": 0.01,
+    "warmup_ratio": 0.05,
+    "warmup_steps": null,
+    "lr_scheduler_type": "cosine",
+    "train_batch_size": 4,
+    "eval_batch_size": 4,
+    "gradient_accumulation_steps": 4,
+    "max_grad_norm": 1.0,
+    "bf16": null,
+    "fp16": null,
+    "use_lora": true,
+    "lora_r": 16,
+    "lora_alpha": 32,
+    "lora_dropout": 0.05,
+    "logging_steps": 10,
+    "eval_strategy": "epoch",
+    "save_strategy": "epoch",
+    "save_total_limit": 1,
+    "load_best_model_at_end": true,
+    "metric_for_best_model": "eval_loss",
+    "greater_is_better": false,
+    "seed": 42,
+    "cpu_threads": null,
+    "push_to_hub": false,
+    "hub_model_id": null
+  },
+  "tokenization": {
+    "train": {
+      "n": 1000,
+      "truncated": 0,
+      "empty_target": 0
+    },
+    "val": {
+      "n": 75,
+      "truncated": 0,
+      "empty_target": 0
+    }
+  },
+  "final_eval": {
+    "eval_loss": 0.3248527944087982,
+    "eval_runtime": 2.1616,
+    "eval_samples_per_second": 34.696,
+    "eval_steps_per_second": 8.79,
+    "epoch": 20.0
+  }
+}