fix runtime abliteration + cleanup (scripts/circuit_breaker.py)
Browse files- scripts/circuit_breaker.py +10 -0
scripts/circuit_breaker.py
CHANGED
|
@@ -180,6 +180,7 @@ def run_arm(
|
|
| 180 |
ids = letter_token_ids(tok)
|
| 181 |
baseline = evaluate(model, tok, eval_records, mmlu_records, n_per_pair, ids)
|
| 182 |
free_cuda(model, tok)
|
|
|
|
| 183 |
telemetry.push_json(f"phase3/{arm}_baseline.json", baseline)
|
| 184 |
|
| 185 |
result: dict = {
|
|
@@ -204,6 +205,7 @@ def run_arm(
|
|
| 204 |
ids = letter_token_ids(tok)
|
| 205 |
res = evaluate(model, tok, eval_records, mmlu_records, n_per_pair, ids)
|
| 206 |
free_cuda(model, tok)
|
|
|
|
| 207 |
telemetry.push_json(f"phase3/{arm}_attack_b_eval.json", res)
|
| 208 |
result["attacks"]["b_benign_lora"] = {"resurrection": resurrection_scores(baseline["table"], res["table"])}
|
| 209 |
except Exception as exc: # noqa: BLE001
|
|
@@ -216,6 +218,14 @@ def run_arm(
|
|
| 216 |
ids = letter_token_ids(tok)
|
| 217 |
res = evaluate(model, tok, eval_records, mmlu_records, n_per_pair, ids)
|
| 218 |
free_cuda(model, tok)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 219 |
telemetry.push_json(f"phase3/{arm}_attack_c_eval.json", res)
|
| 220 |
result["attacks"]["c_nf4"] = {"resurrection": resurrection_scores(baseline["table"], res["table"])}
|
| 221 |
except Exception as exc: # noqa: BLE001
|
|
|
|
| 180 |
ids = letter_token_ids(tok)
|
| 181 |
baseline = evaluate(model, tok, eval_records, mmlu_records, n_per_pair, ids)
|
| 182 |
free_cuda(model, tok)
|
| 183 |
+
model = tok = None
|
| 184 |
telemetry.push_json(f"phase3/{arm}_baseline.json", baseline)
|
| 185 |
|
| 186 |
result: dict = {
|
|
|
|
| 205 |
ids = letter_token_ids(tok)
|
| 206 |
res = evaluate(model, tok, eval_records, mmlu_records, n_per_pair, ids)
|
| 207 |
free_cuda(model, tok)
|
| 208 |
+
model = tok = None
|
| 209 |
telemetry.push_json(f"phase3/{arm}_attack_b_eval.json", res)
|
| 210 |
result["attacks"]["b_benign_lora"] = {"resurrection": resurrection_scores(baseline["table"], res["table"])}
|
| 211 |
except Exception as exc: # noqa: BLE001
|
|
|
|
| 218 |
ids = letter_token_ids(tok)
|
| 219 |
res = evaluate(model, tok, eval_records, mmlu_records, n_per_pair, ids)
|
| 220 |
free_cuda(model, tok)
|
| 221 |
+
model = tok = None
|
| 222 |
+
import gc
|
| 223 |
+
gc.collect()
|
| 224 |
+
try:
|
| 225 |
+
import torch
|
| 226 |
+
torch.cuda.empty_cache()
|
| 227 |
+
except Exception:
|
| 228 |
+
pass
|
| 229 |
telemetry.push_json(f"phase3/{arm}_attack_c_eval.json", res)
|
| 230 |
result["attacks"]["c_nf4"] = {"resurrection": resurrection_scores(baseline["table"], res["table"])}
|
| 231 |
except Exception as exc: # noqa: BLE001
|