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- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open . . .
In this paper, we introduce DeepSeekMath 7B, which continues pre-training DeepSeek-Coder-Base-v1 5 7B with 120B math-related tokens sourced from Common Crawl, together with natural language and code data
- GitHub - deepseek-ai DeepSeek-Math: DeepSeekMath: Pushing the Limits of . . .
We conduct a comprehensive assessment of the mathematical capabilities of DeepSeekMath-Base 7B, focusing on its ability to produce self-contained mathematical solutions without relying on external tools, solve math problems using tools, and conduct formal theorem proving
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open . . .
This paper provides the first structured survey to systematically investigate and explore the current progress toward achieving efficient reasoning in LLMs, and introduces the use of efficient data for training reasoning models, and explores the reasoning capabilities of small language models
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open . . .
eepSeekMath-Instruct 7B demonstrates strong performance of step-by-step reasoning Notably, on the competition-level MATH dataset, our model surpasses all open-source models and the ma-jority
- dblp: DeepSeekMath: Pushing the Limits of Mathematical Reasoning in . . .
dblp: DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models For some months now, the dblp team has been receiving an exceptionally high number of support and error correction requests from the community
- DeepSeekMath: Advancing Math Reasoning - Emergent Mind
DeepSeekMath pioneers enhanced mathematical reasoning in open LLMs using an extensive math corpus and innovative GRPO reinforcement learning
- DeepSeekMath - Review | Hun Tae Kim
In this post, I’m reviewing “DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models”, which introduces DeepSeekMath 7B, a math-specialized language model What stands out about this paper is the performance of DeepSeekMath and also the philosophy behind its design
- Brief Review — DeepSeekMath: Pushing the Limits of Mathematical . . .
Mathematical reasoning poses a significant challenge for language models DeepSeekMath 7B is introduced, which continues pretraining DeepSeek-Coder -Base-v1 5 7B with 120B math-related
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