AI tools to monitor orthogonal probe with the model inspector

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ListAttBBC | v6.12 | 2026-09-10 | Andrew.human & Claude.ai

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00	Backfor more AI tools to monitor py _orthogonal_probe_ with the _model_inspector_ - Claude.pdf [native]	2.3 MB	3	ℹ️	⬇️
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Chip — October 11, 2026, 09:43:37 AM
01	inspect_Qwen_Qwen2.5-0.5B.json	27.2 KB	0	ℹ️	⬇️
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03	inspect_selftest-tiny-random.json	25.1 KB	0	ℹ️	⬇️
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05	model_inspector_and_orthogonal_probe_v1.1.0.zip	46.9 KB	1	ℹ️	⬇️
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06	qwen_chat_v1.0.1.zip	3 KB	1	ℹ️	⬇️
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07	qwen_repeat_v1.0.0.zip	10.5 KB	0	ℹ️	⬇️
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08	AI tools to monitor py 'orthogonal_probe' with the 'model_inspector' -- Sysplex_Checkpoint_20261011_1851.md	11.7 KB	0	ℹ️	⬇️
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Author Topic: AI tools to monitor orthogonal probe with the model inspector (Read 33 times)

Chip (OP)

Model inspection report: Qwen/Qwen2.5-0.5B

5. What the model does with your prompt

Run A (reference) - the prompt alone

Run B (test) - the prompt alone, with the memory 'direction' added to the running thought at layer 12, strength 0.5 x the typical size

Reference versus test: what did the push change?

How the change travels through the layers

Size of the running thought at every position (run B)

8. Self-checks (the report checking its own arithmetic)

Model inspection report: selftest-tiny-random

1. Identity and provenance

Model class and generation defaults

Tokenizer

Publisher's model card (VERBATIM - not derived from the weights)

This machine and software

2. Parameter census

Per layer

3. Attention anatomy

Shapes inside one layer (layer 0)

Memory the model needs per word-piece of context (the 'KV cache')

Attention versus MLP

4. Weights

Weight size per layer (Frobenius norm = overall magnitude of each matrix)

Fingerprint of all weights

5. What the model does with your prompt

Run A (reference) - the prompt alone

Run B (test) - the memory pasted as plain text in front of the prompt

Reference versus test: what did the push change?

How the change travels through the layers

Size of the running thought at every position (run B)

8. Self-checks (the report checking its own arithmetic)

Sysplex Checkpoint — 2026-10-11 18:51 AEDT (Clone orchestrating; AI tools chapter)

1. The three boxes

2. Done (carried over)

3. Open items (carried over; parked while the AI chapter ran — "forget the script")

4. This chapter: AI tools on Clone (Qwen2.5-0.5B)

4.1 Delivered (all Python 3.8 / torch 1.10 compatible)

4.2 What Clone has actually shown

4.3 Technical facts learned (keep for the next build)

4.4 The two-LLM "watcher" design — saved, NOT built, ABORTED 2026-10-11 12:20 (hardware)

4.5 Pending / not built

5. Andrew's stated next steps (his words)

6. Technical notes (carried over)

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If you need any help or a chat then IM/PM or email me, Chip

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