ProCreations/Beam-Reasoning-Traces
Beam Reasoning Traces Verified math and science reasoning traces from Reflection's Beam-1.0-501B-A23B, mostly at reasoning_effort=medium. A further set covers the same prompts at low, high and xhigh, and Beam's own graded answers to the evaluation set cover every effort level from minimal to max. They were built to distill Beam into a small model, and were used to train ProCreations/Dory-Beam-4B, a looped NVIDIA Dory-4B with Beam's reasoning-effort setting that thinks 1.9–4×… See the full description on the dataset page: https://huggingface.co/datasets/ProCreations/Beam-Reasoning-Traces.
| Author / organization | ProCreations |
|---|---|
| License (as declared) | cc-by-4.0 |
| Downloads | 659 (as reported by Hugging Face) |
| Likes | 4 |
| Created | 24 October 2026 |
| Last updated at source | 2 November 2026 |
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Connected in the knowledge graph
- ProCreations/Dory-Beam-4BModel · used to train
- ProCreations/Dory-Beam-4B-AccurateModel · used to train
Recent changes
- 02 Nov 2026 Description: Beam Reasoning Traces Verified math and science reasoning traces from Reflection's Beam-1.0-501B-A23B, mostly at reasoning_effort=medium. A further set covers the same prompts at low, high and xhigh. They were built to distill Beam into a s → Beam Reasoning Traces Verified math and science reasoning traces from Reflection's Beam-1.0-501B-A23B, mostly at reasoning_effort=medium. A further set covers the same prompts at low, high and xhigh, and Beam's own graded answers to the eva
- 27 Oct 2026 Description: Beam Reasoning Traces Verified math and science reasoning traces from Reflection's Beam-1.0-501B-A23B at reasoning_effort=medium. They were built to distill Beam into a small model, and were used to train ProCreations/Dory-Beam-4B, a looped → Beam Reasoning Traces Verified math and science reasoning traces from Reflection's Beam-1.0-501B-A23B, mostly at reasoning_effort=medium. A further set covers the same prompts at low, high and xhigh. They were built to distill Beam into a s
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