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Model: jpcurada/SmolLM2-1.7B-Scheduled-QAT-Linear-INT4 Source: Original Platform
2026-06-06 11:31:26 +08:00
commit 37da37574e
12 changed files with 295565 additions and 0 deletions
--- a/results.json
+++ b/results.json
@@ -0,0 +1,28 @@
+{
+  "method": "scheduled_qat_linear",
+  "model": "HuggingFaceTB/SmolLM2-1.7B",
+  "target_bits": 4,
+  "num_cores": 8,
+  "wikitext103": {
+    "test_loss": 3.0391995906829834,
+    "test_perplexity": 20.88851717837168
+  },
+  "training": {
+    "total_steps": 186,
+    "elapsed_seconds": 1149.5,
+    "per_core_batch": 1,
+    "grad_accum_steps": 8,
+    "global_eff_batch": 64,
+    "seq_length": 512,
+    "learning_rate": 2e-05,
+    "epochs": 3,
+    "final_bits": 4
+  },
+  "schedule": {
+    "type": "linear",
+    "warmup_epochs": 0.1,
+    "stabilization_epochs": 0.3,
+    "start_bits": 32,
+    "target_bits": 4
+  }
+}