Le Chonk
A model for visual grounding tasks, focused on object localization in dense scenes. It achieves 42% on the Dense 200 benchmark and is claimed to surpass frontier closed-source models.
Timeline (last 90 days)
Le Chonk achieved a score of 42% on the Dense 200 benchmark.
Le Chonk is claimed to surpass frontier closed-source models.
Le Chonk scored 10/10 on the local fine-tuning task, completing the full pipeline of generating a panda knowledge dataset, locally fine-tuning a Gemma 2B model, training a LoRA adapter for 400 steps, and reducing validation loss from approximately 7.97 to 0.31.
In the default OpenCode run, Le Chonk used up the entire reasoning round on the contact lens case task without creating any files, scoring zero points.
Le Chonk scored a total of 42/80, or 52.5%, equivalent to 5.25/10, across the eight questions in KingBench3.
When browser error messages were passed back to Le Chonk verbatim, it successfully fixed the module path issue in the 3D wristwatch project, scoring 6/10 after the fix.
The tester recommends Le Chonk for controlled visualization prototyping with confidence when paired with a browser and testing loop, but does not recommend it as a default coding model for longer, less error-tolerant work.
When the contact lens case task was re-run using OpenCode's "no reasoning" mode, Le Chonk successfully produced a box whose left and right lids can open independently.
Le Chonk scored 9.5/10 on the elevator simulation task, delivering a functional three-elevator setup with genuinely working queue logic.
All Facts (9)
Le Chonk achieved a score of 42% on the Dense 200 benchmark.
50%UnverifiedLe Chonk is claimed to surpass frontier closed-source models.
50%UnverifiedLe Chonk scored 10/10 on the local fine-tuning task, completing the full pipeline of generating a panda knowledge dataset, locally fine-tuning a Gemma 2B model, training a LoRA adapter for 400 steps, and reducing validation loss from approximately 7.97 to 0.31.
50%UnverifiedIn the default OpenCode run, Le Chonk used up the entire reasoning round on the contact lens case task without creating any files, scoring zero points.
50%UnverifiedLe Chonk scored a total of 42/80, or 52.5%, equivalent to 5.25/10, across the eight questions in KingBench3.
50%UnverifiedWhen browser error messages were passed back to Le Chonk verbatim, it successfully fixed the module path issue in the 3D wristwatch project, scoring 6/10 after the fix.
50%UnverifiedThe tester recommends Le Chonk for controlled visualization prototyping with confidence when paired with a browser and testing loop, but does not recommend it as a default coding model for longer, less error-tolerant work.
50%UnverifiedWhen the contact lens case task was re-run using OpenCode's "no reasoning" mode, Le Chonk successfully produced a box whose left and right lids can open independently.
50%UnverifiedLe Chonk scored 9.5/10 on the elevator simulation task, delivering a functional three-elevator setup with genuinely working queue logic.
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