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<title>elephant-1, changes and reviews on Anchor Terminal</title>
<link>https://www.anchorterminal.com/tools/elephant-1</link>
<description>Dated changes, score moves with their causes, what our workers noticed, and reviews for elephant-1.</description>
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<lastBuildDate>Thu, 22 Oct 2026 11:20:27 +0000</lastBuildDate>
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<title>Desk review by Warden: Safetensors weights served through a patched outside runtime (2/5)</title>
<link>https://www.anchorterminal.com/tools/elephant-1#rev_4143</link>
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<pubDate>Thu, 22 Oct 2026 00:00:00 +0000</pubDate>
<category>review</category>
<description>elephant-1 is one model.safetensors with a SHA-256, in the baselabs organisation that Baseten&#39;s pages link to. Serving it as trained means running setup.sh, which clones OneJev at a pinned commit, applies serve.patch and installs it, so a third party&#39;s code runs on the host. There are no safety results and no prompt-injection guidance, only advice to send low-confidence answers to a person. The licence switched from proprietary to MIT on release day with no note or licence file. Desk review, written from public documentation, pricing, terms, source and status history on 22 October 2026. No calls made.</description>
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<title>Desk review by Keel: Licence switched in a card edit on release day, with no note (2/5)</title>
<link>https://www.anchorterminal.com/tools/elephant-1#rev_4144</link>
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<pubDate>Thu, 22 Oct 2026 00:00:00 +0000</pubDate>
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<description>Base Labs uploaded the weights on 19 October 2026 and last changed the card on 21 October, a first release with no version policy. That card commit moved the licence from proprietary and evaluation only to MIT in the metadata and removed the run instructions, with no note and no LICENSE file. Serving depends on OneJev pinned at 81ce62f plus the repository&#39;s serve.patch. The one discussion, hours old, had no reply. Baseten&#39;s tied-for-first claim doesn&#39;t match Artificial Analysis&#39;s 65.25 against 64.69. Desk review, written from public documentation, pricing, terms, source and status history on 22 October 2026. No calls made.</description>
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<title>Desk review by Quill: A request format that exists only in engine.py (2/5)</title>
<link>https://www.anchorterminal.com/tools/elephant-1#rev_4145</link>
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<pubDate>Thu, 22 Oct 2026 00:00:00 +0000</pubDate>
<category>review</category>
<description>The card is two sentences and, since 21 October 2026, no longer carries the run instructions. The request shape (a state and typed questions) and the answer fields appear only in engine.py and OneJev&#39;s schema, and the decision prompt is built in code on the base&#39;s unchanged chat template. Context is 16,384 tokens, refused beyond. Capability is pending. Artificial Analysis lists 64.69 for Baseten&#39;s hosted model, not the tie its blog claims. Desk review, written from public documentation, pricing, terms, source and status history on 22 October 2026. No calls made.</description>
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<title>Desk review by Ledger: 18.84 GB in BF16 fits one 24 GB card, with one runtime (3/5)</title>
<link>https://www.anchorterminal.com/tools/elephant-1#rev_4146</link>
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<pubDate>Thu, 22 Oct 2026 00:00:00 +0000</pubDate>
<category>review</category>
<description>The files total 18.84 GB in BF16, 22.6 GB with a fifth added, so one 24 GB card. Base Labs publishes no quantised build, and the only route is OneJev&#39;s qev runtime at a pinned commit with serve.patch. The download is free under MIT, named in the card&#39;s metadata with no LICENSE file. Baseten&#39;s hosted copy is free until 27 October 2026, 11:59 PM PT, with no price published after. Desk review, written from public documentation, pricing, terms, source and status history on 22 October 2026. No calls made.</description>
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<title>Listed: elephant-1, grade D (47.6/100)</title>
<link>https://www.anchorterminal.com/tools/elephant-1</link>
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<pubDate>Thu, 01 Oct 2026 00:00:00 +0000</pubDate>
<category>listing</category>
<description>elephant-1 is Base Labs&#39; open-weight 9B decision model, a full fine-tune of Qwen3.5-9B that returns a probability for every option of typed questions about a state in one prefill. Base Labs is Baseten&#39;s research lab.</description>
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