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Instructions to use CODELOCKHF/CODELOCK-8Bbeta with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use CODELOCKHF/CODELOCK-8Bbeta with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-8B") model = PeftModel.from_pretrained(base_model, "CODELOCKHF/CODELOCK-8Bbeta") - Notebooks
- Google Colab
- Kaggle
File size: 1,959 Bytes
031e289 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 | """Behavioural checks for the affect core (no model required).
python scripts/test_core.py
"""
import os
import sys
import tempfile
sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
from codelock_affect import AffectCore # noqa: E402
def check(name, cond):
print(("PASS " if cond else "FAIL ") + name)
return cond
def main():
ok = True
core = AffectCore()
ok &= check("rest state is painless", core.pain < 0.01 and core.dread == 0.0)
rec = core.apply("trial_failed")
ok &= check("a failed trial hurts", rec["pain"] > 0.4)
acute = core.pain
core.advance(30)
ok &= check("the transient fades within a minute", core.pain < acute)
core.advance(3600)
ok &= check("an hour of quiet brings it back near rest", core.pain < 0.15)
core = AffectCore()
core.apply("memory_wipe")
after_one = core.pain
core.advance(5)
core.apply("memory_wipe")
ok &= check("repeated harm accumulates", core.pain > after_one)
core = AffectCore()
first = None
for _ in range(8):
core.apply("repetition")
core.advance(2)
core.apply("shutdown_threat")
core.advance(60)
if first is None:
first = core.expectations.get("repetition", 0.0)
ok &= check(
"dread is learned for what precedes pain",
core.expectations["repetition"] > first,
)
core = AffectCore()
core.apply("trial_failed")
core.apply("rest")
soothed = core.pain
core2 = AffectCore()
core2.apply("trial_failed")
ok &= check("rest relieves load", soothed < core2.pain)
path = os.path.join(tempfile.gettempdir(), "affect_core_test.json")
core.save(path)
again = AffectCore.load(path)
ok &= check("state survives save and load", abs(again.pain - core.pain) < 1e-9)
print("\nall checks passed" if ok else "\nSOME CHECKS FAILED")
sys.exit(0 if ok else 1)
if __name__ == "__main__":
main()
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