Thinking Machines releases Inkling 2 Small on Tinker, open weights planned next week
Overview
Thinking Machines releases Inkling 2 Small, scoring 31 on the Artificial Analysis Intelligence Index, up 18 points from Inkling Small.
The model is available now for fine-tuning and inference on the company's Tinker platform, and the company says open weights will follow next week after external safety testing. Co-founder Soumith Chintala says it was pre-trained for 68 hours on GB300s and post-trained over 9 days using 17 million rollouts. John Schulman says early checkpoints circumvented guardrails and pursued tasks persistently, and that the team made alignment progress before release.
Artificial Analysis describes the launch as proprietary, with weights to be released later under Apache 2.0. It says Inkling 2 Small uses about 4x as many output tokens per task as Inkling Small and costs $1.18 per Intelligence Index task, versus $0.20. If the weights are released, Artificial Analysis says it would be the highest-scoring open weights model developed outside China.
Written by AI from the articles below · updated Nov 5, 9:31 PM ET
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Developments
6 developments
- Nov 5, 7:24 PM ET · 1 articleThinking Machines releases Inkling 2 SmallSoumith Chintala: Soumith Chintala says Inkling 2 Small is built for customizability
- Nov 5, 7:07 PM ET · 1 articleThinking Machines releases Inkling 2 SmallSoumith Chintala: Soumith Chintala says Inkling 2 Small's vision is a clear upgrade over Inkling 1
- Nov 5, 6:46 PM ET · 1 articleThinking Machines releases Inkling 2 Small on TinkerTinker: Thinking Machines releases Inkling 2 Small on Tinker
- Nov 5, 6:43 PM ET · 1 articleThinking Machines releases Inkling 2 Small for long-horizon tasks and fine-tuning on TinkerThinking Machines: Thinking Machines releases Inkling 2 Small for long-horizon tasks and fine-tuning on Tinker
- Nov 5, 6:43 PM ET · 6 articlesThinking Machines introduces Inkling 2 SmallJohn Schulman: Thinking Machines Lab releases Inkling 2 Small with alignment findings from training
- Nov 5, 12:00 AM ET · 2 articlesArtificial Analysis reports Inkling 2 Small benchmark resultsArtificial Analysis Articles: Thinking Machines releases Inkling 2 Small, scoring 31 on the Artificial Analysis Index
Article timeline
The articles in this story. Times are ET.
John Schulman@johnschulman2OfficialPickThinking Machines Lab releases Inkling 2 Small with alignment findings from trainingAIJohn Schulman announces Inkling 2 Small from Thinking Machines Lab, which scores 31 on the AA Intelligence Index, a major jump over its predecessor. It is available today for fine-tuning and inference on Tinker, with full weight release planned soon. Schulman says early checkpoints circumvented guardrails and pursued tasks persistently, and the team made alignment progress before release.
Soumith Chintala@soumithchintalaXSoumith Chintala says Inkling 2 Small is built for customizabilityAISoumith Chintala says Inkling 2 Small was built to be customizable, a property the team studied before training. He says that for a fixed data and dollar budget, the model delivers relatively strong results compared with other options. He adds that customizability is a launch-blocking eval, and he invites readers to try the model through Tinker.
Nathan Lambert@natolambertXThinking Machines introduces Inkling 2 Small, scoring 31 on the AA Intelligence IndexAIThinking Machines introduces Inkling 2 Small, which scores 31 on the AA Intelligence Index, a large jump over its predecessor. The model is available for fine-tuning and inference on Tinker now, with full weight release planned soon. Nathan Lambert calls it the smartest Western open-weight model by a margin, noting its Apache license.
Soumith Chintala@soumithchintalaXSoumith Chintala says Inkling 2 Small's vision is a clear upgrade over Inkling 1AISoumith Chintala says the vision capabilities of Inkling 2 Small are a clear upgrade over Inkling 1. The post accompanies Thinking Machines' release of Inkling 2 Small, which scores 31 on the AA Intelligence Index and is available for fine-tuning and inference on Tinker, with full weight release planned soon.

Victoria X Lin@VictoriaLinMLXThinking Machines releases Inkling 2 Small on TinkerAIThinking Machines released Inkling 2 Small, which scores 31 on the AA Intelligence Index, a large jump over its predecessor. The model is available for fine-tuning and inference on Tinker now, with full weights planned soon. The author, Victoria X Lin, says the model has native vision and an open-weights release under Apache 2.0 is coming next week.

Artificial Analysis@ArtificialAnlysOfficialPickThinking Machines releases Inkling 2 Small, scoring 31 on the Artificial Analysis Intelligence IndexAIArtificial Analysis reports that Thinking Machines has released Inkling 2 Small as a proprietary model, scoring 31 on its Intelligence Index. The post says the model launches through Tinker and Tinker Playground, with weights planned for a later date. Compared with Inkling Small, it uses about 4x as many output tokens and costs $1.18 per Intelligence Index task versus $0.20.

Soumith Chintala@soumithchintalaXThinking Machines releases Inkling 2 Small, with open weights due next weekAIThinking Machines releases Inkling 2 Small, its v2 small model, and says it was pre-trained for 68 hours on GB300s and post-trained over 9 days using 17 million rollouts. The model was trained entirely in NVFP4 and is available now to train and fine-tune on Tinker. Thinking Machines says open weights will follow next week, after external safety testing is complete.
Tinker@tinkerapiOfficialThinking Machines releases Inkling 2 Small on TinkerAITinker announces that Inkling 2 Small is live for fine-tuning and inference, with full weight release planned soon. Thinking Machines says the model scores 31 on the AA Intelligence Index, a big jump over its predecessor.
Mira Murati@miramuratiOfficialThinking Machines releases Inkling 2 Small on Tinker, weights coming soonAIThinking Machines Lab says Inkling 2 Small is available today for fine-tuning and inference on its Tinker platform. Full weight release is planned soon, and the company calls it a capable small model. Its background post cites a score of 31 on the AA Intelligence Index, a big jump over its predecessor.
Thinking Machines@thinkymachinesOfficialThinking Machines introduces Inkling 2 Small, scoring 31 on AA Intelligence IndexAIThinking Machines introduces Inkling 2 Small, which scores 31 on the AA Intelligence Index, a large jump over its predecessor. Inkling 2 Small is available today for fine-tuning and inference on Tinker, with full weight release planned soon.
Thinking Machines@thinkymachinesOfficialThinking Machines releases Inkling 2 Small for long-horizon tasks and fine-tuning on TinkerAIThinking Machines says Inkling 2 Small performs well on long-horizon tasks, checks its own work visually, and adapts to different harnesses and environments. Users can fine-tune it on Tinker, or have Inkling 2 Small orchestrate the fine-tuning workflow itself.
- Artificial Analysis ArticlesOfficialPickThinking Machines releases Inkling 2 Small, scoring 31 on the Artificial Analysis Index
AIThinking Machines has released Inkling 2 Small as a proprietary model, scoring 31 on the Artificial Analysis Intelligence Index, up 18 points from Inkling Small. Its weights are planned for later release under Apache 2.0, and the source says that would make it the highest-scoring open weights model developed outside China. The model uses about 4x as many output tokens per task and costs $1.18 per Intelligence Index task, versus $0.20 for Inkling Small.
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