Valentina Pyatkin
3 papers in the PaperMetrix corpus
Papers by this author
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PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning
2023 · arXiv (Cornell University)
Procedural planning, which entails decomposing a high-level goal into a sequence of temporally ordered steps, is an important yet intricate task for machines. It involves integrating common-sense knowledge to reason about complex and often contextualized …
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Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
2023 · arXiv (Cornell University)
Since the release of TÜLU [Wang et al., 2023b], open resources for instruction tuning have developed quickly, from better base models to new finetuning techniques. We test and incorporate a number of these advances into …
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2 OLMo 2 Furious
2024 · arXiv (Cornell University)
We present OLMo 2, the next generation of our fully open language models. OLMo 2 includes a family of dense autoregressive language models at 7B, 13B and 32B scales with fully released artifacts -- model …