Atilla Alkan
@atillaalkan.bsky.social
Computer Scientist | NLP, Astrophysics, Statistical Learning
Reposted by Atilla Alkan
📢 New dataset out!
We introduce HypoGen💥, a dataset of ~5.5K structured problem–hypothesis pairs (Bit–Flip–Spark + Chain‑of‑Reasoning) to advance LLM-driven scientific ideation💡.
Fine‑tuned LLaMA 3.1 8B & R1‑distilled models show significant gains. Humans are still the best🥇.
We introduce HypoGen💥, a dataset of ~5.5K structured problem–hypothesis pairs (Bit–Flip–Spark + Chain‑of‑Reasoning) to advance LLM-driven scientific ideation💡.
Fine‑tuned LLaMA 3.1 8B & R1‑distilled models show significant gains. Humans are still the best🥇.
April 18, 2025 at 5:57 PM
📢 New dataset out!
We introduce HypoGen💥, a dataset of ~5.5K structured problem–hypothesis pairs (Bit–Flip–Spark + Chain‑of‑Reasoning) to advance LLM-driven scientific ideation💡.
Fine‑tuned LLaMA 3.1 8B & R1‑distilled models show significant gains. Humans are still the best🥇.
We introduce HypoGen💥, a dataset of ~5.5K structured problem–hypothesis pairs (Bit–Flip–Spark + Chain‑of‑Reasoning) to advance LLM-driven scientific ideation💡.
Fine‑tuned LLaMA 3.1 8B & R1‑distilled models show significant gains. Humans are still the best🥇.
Reposted by Atilla Alkan
And another banger from the team led by our wondrous Sharaf Zaman 🥳 . So incredibly proud of the team, we're going open, multi-modal and inviting our community so we TBD together. A big shoutout to @mjjsmith.com and @pktrpl.bsky.social for spearheading our open community efforts 🚀 .
Excited to announce our new paper as part of our 2^2 week: AstroLLaVA, a vision language model for astronomy that enables natural dialogue with astronomical imagery! Shout out to Sharaf Zaman for leading this work arxiv.org/abs/2504.08583 🔭☄️
April 16, 2025 at 1:03 PM
And another banger from the team led by our wondrous Sharaf Zaman 🥳 . So incredibly proud of the team, we're going open, multi-modal and inviting our community so we TBD together. A big shoutout to @mjjsmith.com and @pktrpl.bsky.social for spearheading our open community efforts 🚀 .
Reposted by Atilla Alkan
Was great fun cooking this up with Sharaf and team! Check out all the code at github.com/UniverseTBD/... and paper at arxiv.org/abs/2504.08583
April 16, 2025 at 12:19 PM
Was great fun cooking this up with Sharaf and team! Check out all the code at github.com/UniverseTBD/... and paper at arxiv.org/abs/2504.08583