Paper Reviews

Language Models

• Kimi K2: Open Agentic Intelligence - 28 July 2025
• Qwen3 Technical Report - 14 May 2025
• DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning - 22 January 2025
• DeepSeek-V3 Technical Report - 27 December 2024
• Tulu 3: Pushing Frontiers in Open Language Model Post-Training - 22 November 2024
• Gemma 2: Improving Open Language Models at a Practical Size - 31 July 2024
• The Llama 3 Herd of Models - 31 July 2024
• DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model - 07 May 2024
• DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models - 05 February 2024
• DeepSeek-Coder: When the Large Language Model Meets Programming - The Rise of Code Intelligence - 25 January 2024
• DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models - 11 January 2024
• Mixtral of Experts - 08 January 2024
• DeepSeek LLM: Scaling Open-Source Language Models with Longtermism - 05 January 2024
• Mistral 7B - 10 October 2023
• Llama 2: Open Foundation and Fine-Tuned Chat Models - 18 July 2023
• LLaMA: Open and Efficient Foundation Language Models - 27 February 2023

Finetuning

• Direct Preference Optimization: Your Language Model is Secretly a Reward Model - 29 May 2023
• QLoRA: Efficient Finetuning of Quantized LLMs - 23 May 2023

Multimodal Learning

• Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities - 07 July 2025
• Gemma 3 Technical Report - 25 March 2025
• Pixtral 12B - 09 October 2024
• Gemini: A Family of Highly Capable Multimodal Models - 19 December 2023

Retrieval Augmented Generation

• From Local to Global: A Graph RAG Approach to Query-Focused Summarization - 24 April 2024
• RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval - 31 January 2024