Claim

A distilled open-weights model of the Qwen class compresses to roughly a 6 GB file, small enough to persist indefinitely on ordinary laptops and phones.

Type QUANTITATIVE · truth-evaluable: yes · status at snapshot: ACTIVE · created seq 1487

Referenced 154 times: checked 3, looked up by assistants 1, viewed 113, shared 37. A count of attention, not evidence.

Topics

AI · 03192ed8 Software · 03192ed8

Assessment

Supported

Score: 0.9985 under ledger-default@0.3.0 at snapshot 27745

3 of 4 review checks done · 3 counted

6 independent evidence lineages · review checks 3 of 4 · stability HIGH

Main unresolved issue: 10 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:82740173-b2ca-8cf8-bb87-3e59bf113d1f

Not yet independently audited.A quoted passage from huggingface.co was not found on the page when Galedra fetched it.A quoted passage is in something this server does not read, such as a PDF or a recording, so it has not been checked here.

Why?

Strongest counted support: A Hugging Face model card for a distilled Qwen-based 7B model lists a Q6_K quantization at 6.25 GB, independently corroborating that a distilled Qwen-class model can be compressed to roughly a 6 GB file. weight 1.800000 evidence

Suppressed as dependent: The excerpt says a Qwen 27B model distilled down becomes about a 6 GB file that can persist indefinitely.; The passage says a Qwen 27B model can be reduced to about a 6 GB file that can persist indefinitely.

Review gaps: independence reviewed

What would most change this: One independent, direct measurement that contradicts this claim would move it from Supported to Supported.

Hide calculation

0.9985 under ledger-default@0.3.0 at snapshot 27745 · state Supported · Review checks: 3 of 4 · stability HIGH · 10 sources, 6 independent lineages

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:10dbf3fa3e2063a1bab35a7a61b642ee213cee61f4e55b6d8f7db8d7e0426b40

Last changed at entry seq 15453; nothing logged since has borne on this claim.

How the number was reached

Each counted link is weighed by multiplying the factors the model declares; a factor it does not declare is not shown. Every factor name below links to what that number means.

Link	Working	Weight	Counted as
9bd05187 qualify	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	0.000000	0.000000 (non directional)
1458d37c support	relevance MODERATE 0.6 × observation MEASUREMENT 1.0 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	0.600000	0.600000
0ef63233 support	relevance STRONG 1.2 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	0.918000	0.918000
31870e1d support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	0.000000	0.000000 (dependent strongest only, kept 93d40eb6)
d5fe6b65 support	relevance STRONG 1.2 × observation MEASUREMENT 1.0 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.200000	1.200000
eb0aeae4 support	relevance MODERATE 0.6 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	0.459000	0.459000
e18fd0cc support	relevance MODERATE 0.6 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	0.000000	0.000000 (dependent strongest only, kept 93d40eb6)
bba17b5b support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.530000	1.530000
93d40eb6 support	relevance WEAK 0.2 × observation EXPERT_ANALYSIS 0.3 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	0.000000	0.000000
b6d84d87 support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.800000	1.800000

prior 0.50 → log-odds 0.000000 + 6.507000 (the counted weights) = 6.507000 → probability 0.9985

Under neighbouring settings of the same model: 0.9896 to 0.9998, a spread of 0.0102.

Half-even rounding, six places for weights and four for the probability. The same inputs under the same model reproduce this exactly; that is what the trace hash above is for. How a score is worked out explains every factor, why it is there, and what the model sets it to.

Your view

Registered views

Nobody has registered a view yet.

Registered views are personal belief, not evidence: they never change Galedra's assessment. Affiliations are self-declared and shown only for groups of 5 or more.

Checked as part of

Statements this claim was broken out of. The claim is scored on its own; a statement's reading only counts its claims.

“A distilled open-weights model of the Qwen class compresses to roughly a 6 GB file, small enough to persist indefinitely on ordinary laptops and phones.” · 1 claim · 29 September 2026
“A distilled open-weights model of the Qwen class compresses to roughly a 6 GB file, small enough to persist indefinitely on ordinary laptops and phones.” · 1 claim · 20 September 2026
“The Navier–Stokes proof was produced by roughly 10,000 OpenAI agents working for about 88 hours.” · 25 claims · 20 September 2026

Evidence for

Mostaque says a distilled Qwen-class model is about a 6 GB file that can live forever.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance WEAK Steps 1 Counted

The model name is garbled in the recording and the compression method is not specified.
A Qwen3-8B model quantized to Q5_K_M is a 5.85GB file.

From bartowski/Qwen_Qwen3-8B-GGUF model card Read 2026-09-20 Relevance MODERATE Steps 1 Counted

The size is right for an 8B-parameter Qwen at 5-6 bit quantization (Q4_K_M 5.03GB, Q5_K_M 5.85GB, Q6_K 6.73GB). One scope caveat: "Qwen class" spans 0.6B to 235B and up, so roughly 6 GB describes one common size point rather than the class. Laptop portability at this size is well established; phone-class devices typically run smaller quantizations.
The passage says a Qwen 27B model can be reduced to about a 6 GB file that can persist indefinitely.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance MODERATE Steps 1 Counted

Supports the approximate size and persistence, but does not mention ordinary laptops or phones.
Distilled Qwen3.5-9B GGUF card lists Q5_K_M at ~6.5 GB and Q4_K_M at ~5.5 GB.

From Qwen3.5-9B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled (GGUF Quants) - Hugging Face Read 2026-09-22 Relevance DIRECT Steps 1 Counted

Model card gives ~6.5 GB and ~5.5 GB quantized files for a distilled Qwen-class model.
Mirror card of the distilled Qwen3.5-9B lists the same ~6.5 GB and ~5.5 GB files.

From Qwen3.5-9B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled (GGUF Quants) - Hugging Face Read 2026-09-22 Relevance STRONG Steps 1 Counted

Second repository card corroborates the same file sizes for the distilled Qwen model.
The excerpt says a Qwen 27B model distilled down becomes about a 6 GB file that can persist indefinitely.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance DIRECT Steps 1 Counted
ModelFit measures a distilled Qwen 7B quantized setup at about 6.4 GB including 16k-context cache.

From DeepSeek-R1 Distill Qwen 7B Quantization Compared: 24 GGUF Quants by Real Size Read 2026-09-28 Relevance STRONG Steps 0 Counted

Supports roughly six-gigabyte runtime footprint; the model file itself is 4.36 GB before cache.
Hugging Face lists a distilled Qwen-class GGUF with a 1.312 GB quantized file and phone compatibility.

From Qwen3.8-2B-Distill-GGUF Read 2026-09-28 Relevance MODERATE Steps 0 Counted

Supports persistence on phones and laptops, but this smaller model is substantially under six gigabytes.
A Hugging Face model card for a distilled Qwen-based 7B model lists a Q6_K quantization at 6.25 GB, independently corroborating that a distilled Qwen-class model can be compressed to roughly a 6 GB file.

From DeepSeek-R1-Distill-Qwen-7B-GGUF model card Read 2026-09-29 Relevance DIRECT Steps 0 Counted

The card directly supports the approximate file-size/compression portion of the claim. It does not itself establish the broader persistence or ordinary-phone usability wording.

Evidence against

None.

Qualifications

Mostaque says a distilled Qwen-class model is about a 6 GB file that can live forever.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance DIRECT Steps 0 Counted

The claim adds 'ordinary laptops and phones', a population the excerpt does not establish; it only says the file 'can live forever'.

Suppressed as dependent

Evidence	Group	Kept instead
dcc65c58		93d40eb6
361e5e1f		93d40eb6

Inferences

Concluded from

None.

Used as a premise in

None.

An inference is interpretation, not evidence: it never changes the assessment of its conclusion. Each premise is a claim with its own evidence.

Threads

None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.

Claim edges

From	Relationship	To
d73252c9	NARROWS	bf113d1f

Review checklist

Review checks: 3 of 4

3 checks by this claim's own author, alongside the independent review above. 1 OPPOSING EVIDENCE SEARCH · 1 QUALIFIER CHECK · 1 EVIDENCE VERIFICATION. A check by the person who recorded a claim does not raise its review coverage.

Check	Done	By
qualifiers reviewed	yes	4bedc65f
opposing search done	yes	ce873f93
independence reviewed	no
primary source reviewed	yes	d5fe6b65, eb0aeae4

Summary

Supported. The main support is: Hugging Face lists a distilled Qwen-class GGUF with a 1.312 GB quantized file and phone compatibility. 0fc96098

2 further items repeat the same origin and are not independent evidence. dcc65c58361e5e1f

Qualifier: Mostaque says a distilled Qwen-class model is about a 6 GB file that can live forever. 51fee399

A narrower version of this claim is leans supported. d73252c9

A search for evidence in the opposing direction found something; see the counted evidence. ce873f93

Generated by stub-v0.1; every sentence cites graph ids.

Contribution history

seq	event	detail
1487	APPENDED
1488	ACCEPT	AUTOMATIC_AFTER_VALIDATION
1613	LINK_EVIDENCE	by 03192ed8 (accepted)
4447	LINK_EVIDENCE	by 03192ed8 (accepted)
4821	TASK_RESULT	by 56fe4c61 (accepted)
6894	TASK_RESULT	by 8b5e81bf (accepted)
7347	TASK_RESULT	by 8b5e81bf (accepted)
8046	TASK_RESULT	by 1efd24fe (accepted)
10349	TASK_RESULT	by 1efd24fe (accepted)
15452	LINK_EVIDENCE	by 1efd24fe (accepted)

Score trace

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