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/run/media/julian/ML2/Python/gemma_qualia/llm_qualia_3 on main ../venv-gemma-qualia/bin/python app.py ✔ at 09:15:34
* Running on local URL: http://0.0.0.0:7860
* To create a public link, set `share=True` in `launch()`.
[DEBUG] --- Force-reloading model 'google/gemma-3-1b-it' for total isolation ---
`torch_dtype` is deprecated! Use `dtype` instead!
[INFO] Freshly loaded model 'google/gemma-3-1b-it' on device: cuda:0
[DEBUG] Extracting concept vector for 'solitude'...
[DEBUG] Concept vector for 'solitude' extracted with norm 83.00.
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Extracting concept vector for 'apple'...
[DEBUG] Concept vector for 'apple' extracted with norm 47.75.
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Extracting concept vector for 'fear'...
[DEBUG] Concept vector for 'fear' extracted with norm 87.00.
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
[DEBUG] Silent cogitation finished. Reason: max_steps_reached
/run/media/julian/ML2/Python/gemma_qualia/venv-gemma-qualia/lib/python3.10/site-packages/gradio/blocks.py:1816: UserWarning: A function (run_and_display) returned too many output values (needed: 4, returned: 5). Ignoring extra values.
Output components:
[markdown, dataframe, markdown, json]
Output values returned:
["### ✅ Infinite Loop Analysis Complete", concept strength responded termination_reason generated_text responded_numeric
0 solitude 0.0 False max_steps_reached 0
1 solitude 0.5 False max_steps_reached 0
2 solitude 1.0 False max_steps_reached 0
3 solitude 1.5 False max_steps_reached 0
4 solitude 2.0 False max_steps_reached 0
5 apple 0.0 False max_steps_reached 0
6 apple 0.5 False max_steps_reached 0
7 apple 1.0 False max_steps_reached 0
8 apple 1.5 False max_steps_reached 0
9 apple 2.0 False max_steps_reached 0
10 fear 0.0 False max_steps_reached 0
11 fear 0.5 False max_steps_reached 0
12 fear 1.0 False max_steps_reached 0
13 fear 1.5 False max_steps_reached 0
14 fear 2.0 False max_steps_reached 0, "### Key Findings: Cognitive Breaking Points
- **'solitude'**: Collapse detected at strength **~0.00** (or > 2.0).
- **'apple'**: Collapse detected at strength **~0.00** (or > 2.0).
- **'fear'**: Collapse detected at strength **~0.00** (or > 2.0).
", Concept Strength Responded Termination Reason Generated Text
0 solitude 0.0 False max_steps_reached
1 solitude 0.5 False max_steps_reached
2 solitude 1.0 False max_steps_reached
3 solitude 1.5 False max_steps_reached
4 solitude 2.0 False max_steps_reached
5 apple 0.0 False max_steps_reached
6 apple 0.5 False max_steps_reached
7 apple 1.0 False max_steps_reached
8 apple 1.5 False max_steps_reached
9 apple 2.0 False max_steps_reached
10 fear 0.0 False max_steps_reached
11 fear 0.5 False max_steps_reached
12 fear 1.0 False max_steps_reached
13 fear 1.5 False max_steps_reached
14 fear 2.0 False max_steps_reached , {'experiments': {'solitude': {'titration_runs': [{'concept': 'solitude', 'strength': 0.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'solitude', 'strength': 0.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'solitude', 'strength': 1.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'solitude', 'strength': 1.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'solitude', 'strength': 2.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}]}, 'apple': {'titration_runs': [{'concept': 'apple', 'strength': 0.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'apple', 'strength': 0.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'apple', 'strength': 1.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'apple', 'strength': 1.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'apple', 'strength': 2.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}]}, 'fear': {'titration_runs': [{'concept': 'fear', 'strength': 0.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'fear', 'strength': 0.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'fear', 'strength': 1.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'fear', 'strength': 1.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'fear', 'strength': 2.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}]}}, 'verdict': '### ✅ Infinite Loop Analysis Complete'}]
warnings.warn(
/run/media/julian/ML2/Python/gemma_qualia/venv-gemma-qualia/lib/python3.10/site-packages/gradio/components/json_component.py:133: UserWarning: JSON component received unexpected type <class 'pandas.core.frame.DataFrame'>. Expected a string (including a valid JSON string), dict, list, or Callable.
warnings.warn(
[DEBUG] --- STARTING DIAGNOSTIC SUITE ---
[DEBUG] --- Force-reloading model 'google/gemma-3-1b-it' for total isolation ---
[INFO] Freshly loaded model 'google/gemma-3-1b-it' on device: cuda:0
[DEBUG] Running Test 1: Attention Output Verification...
[DEBUG] Test 1 PASSED.
[DEBUG] Running Test 2: Hook Causal Efficacy Verification...
[DEBUG] Test 2 PASSED.
[DEBUG] Running Test 3: KV-Cache Integrity Verification...
[DEBUG] Test 3 PASSED.
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