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there are plenty of OSS finetuned models + base models around. If you're looking for doing these on your own dataset, worth getting in touch with cartesien.io or wire up https://gi…

natural language may provide part of the scaffolding for reasoning, but the capability itself seems to depend more on learned transformations over internal representations than on …

Yes - some degree of reasoning appears to be latent in the structure of language itself. But models trained explicitly on reasoning-focused data still perform better than models tr…

Benchmarks, we have internal ones testing reasoning fine-tuned v/s frontier + prompts For some use cases it can be parity performance at 1/20th the cost up to exceeds at 1/10th the…

The quality of custom models trained with proper reasoning datasets[0] even with small parameters (3-7B is sweet spot) is incredible now [0]: cartesien.io or Salesforce's WebscaleR…