LLM Research Highlights: March 1-15, 2025 [ Part 2/2 ]

Exploring Innovations in reasoning and context length improvement for Large Language Models (LLMs)

🔑 takeaway from today’s newsletter

• Chain of Draft (CoD) cuts LLM token usage by up to 92.4% while retaining 91% accuracy on GSM8k.

• LADDER boosts a 3B LLM’s math accuracy from 1% to 82% via self-generated problem variants.

• LMM-R1 enhances 3B multimodal LLMs, improving MathVerse scores by 4.83% with rule-based RL.

• SoRFT-Qwen-7B resolves 21.4% of software iss…